J. Alison Noble

392 papers A* 16A 12B 12C 2Misc 1Journal 141Unranked 198

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Experience-Guided Self-Adaptive Cascaded Agents for Breast Cancer Screening and Diagnosis with Reduced Biopsy Referrals. CoRR Pramit Saha, Mohammad Alsharid, Joshua Strong, J. Alison Noble
2026	J	`jnl`	FedExIT - missing class-agnostic semi-supervised federated learning with extreme imbalance tackling scheme. Inf. Fusion Pramit Saha, Divyanshu Mishra, Felix Wagner, Konstantinos Kamnitsas, J. Alison Noble
2026	J	`jnl`	IterMask3D: Unsupervised anomaly detection and segmentation with test-time iterative mask refinement in 3D brain MRI. Medical Image Anal. Ziyun Liang, Xiaoqing Guo, Wentian Xu, Yasin Ibrahim, Natalie Voets, Pieter M. Pretorius, J. Alison Noble, Konstantinos Kamnitsas
2026	J	`jnl`	Orientation-Robust Latent Motion Trajectory Learning for Annotation-free Cardiac Phase Detection in Fetal Echocardiography. CoRR Yingyu Yang, Qianye Yang, Can Peng, Elena D'Alberti, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2026	J	`jnl`	Picking the Right Specialist: Attentive Neural Process-based Selection of Task-Specialized Models as Tools for Agentic Healthcare Systems. CoRR Pramit Saha, Joshua Strong, Mohammad Alsharid, Divyanshu Mishra, J. Alison Noble
2026	—	`ed.`	Simplifying Medical Ultrasound - 6th International Workshop, ASMUS 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 28, 2025, Proceedings ASMUS@MICCAI Dong Ni, J. Alison Noble, Ruobing Huang, Wufeng Xue
2025	—	`conf`	A Deep Learning Framework for Fetal Heart Tracking in Ultrasound Videos: Toward Enhanced Congenital Heart Defects Detection. FIMH (2) Qianye Yang, Kangning Cui, Yipeng Hu, Can Peng, Netzahualcoyotl Hernandez-Cruz, Rahul Ahuja, Elena D'Alberti, Raymond Chan, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025	J	`jnl`	A comprehensive scoping review on machine learning-based fetal echocardiography analysis. Comput. Biol. Medicine Netzahualcoyotl Hernandez-Cruz, Olga Patey, Clare Teng, Aris T. Papageorghiou, J. Alison Noble
2025	J	`jnl`	DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging. CoRR Felix Wagner, Pramit Saha, Harry Anthony, J. Alison Noble, Konstantinos Kamnitsas
2025	J	`jnl`	Expert-Agnostic Learning to Defer. CoRR Joshua Strong, Pramit Saha, Yasin Ibrahim, Cheng Ouyang, J. Alison Noble
2025	J	`jnl`	Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors. Trans. Mach. Learn. Res. Angus Nicolson, Lisa Schut, J. Alison Noble, Yarin Gal
2025	A*	`conf`	F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics. CVPR Pramit Saha, Felix Wagner, Divyanshu Mishra, Can Peng, Anshul Thakur, David A. Clifton, Konstantinos Kamnitsas, J. Alison Noble
2025	A	`conf`	Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities. WACV Felix Wagner, Wentian Xu, Pramit Saha, Ziyun Liang, Daniel Whitehouse, David K. Menon, Virginia F. J. Newcombe, Natalie Voets, J. Alison Noble, Konstantinos Kamnitsas
2025	J	`jnl`	FedAgentBench: Towards Automating Real-world Federated Medical Image Analysis with Server-Client LLM Agents. CoRR Pramit Saha, Joshua Strong, Divyanshu Mishra, Cheng Ouyang, J. Alison Noble
2025	A*	`conf`	FedPIA - Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning. AAAI Pramit Saha, Divyanshu Mishra, Felix Wagner, Konstantinos Kamnitsas, J. Alison Noble
2025	J	`jnl`	Federated Continual 3D Segmentation With Single-round Communication. CoRR Can Peng, Qianhui Men, Pramit Saha, Qianye Yang, Cheng Ouyang, J. Alison Noble
2025	J	`jnl`	HarmonicEchoNet: Leveraging harmonic convolutions for automated standard plane detection in fetal heart ultrasound videos. Medical Image Anal. Md. Mostafa Kamal Sarker, Divyanshu Mishra, Mohammad Alsharid, Netzahualcoyotl Hernandez-Cruz, Rahul Ahuja, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025	A*	`conf`	Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection. AAAI Pramit Saha, Divyanshu Mishra, Felix Wagner, Konstantinos Kamnitsas, J. Alison Noble
2025	J	`jnl`	IterMask3D: Unsupervised Anomaly Detection and Segmentation with Test-Time Iterative Mask Refinement in 3D Brain MR. CoRR Ziyun Liang, Xiaoqing Guo, Wentian Xu, Yasin Ibrahim, Natalie Voets, Pieter M. Pretorius, J. Alison Noble, Konstantinos Kamnitsas
2025	—	`conf`	Latent Motion Profiling for Annotation-Free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos. MICCAI (14) Yingyu Yang, Qianye Yang, Kangning Cui, Can Peng, Elena D'Alberti, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025	J	`jnl`	Latent Motion Profiling for Annotation-free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos. CoRR Yingyu Yang, Qianye Yang, Kangning Cui, Can Peng, Elena D'Alberti, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025	J	`jnl`	Learning to learn skill assessment for fetal ultrasound scanning. CoRR Yipei Wang, Qianye Yang, Lior Drukker, Aris T. Papageorghiou, Yipeng Hu, J. Alison Noble
2025	A*	`conf`	MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer. AAAI Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025	J	`jnl`	MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer. CoRR Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025	J	`jnl`	Machine learning-based method for the detection of dextrocardia in ultrasound video clips. Comput. Methods Programs Biomed. Netzahualcoyotl Hernandez-Cruz, Olga Patey, Bojana Salovic, Aris T. Papageorghiou, J. Alison Noble
2025	J	`jnl`	Neural Collapse-Inspired Multi-Label Federated Learning under Label-Distribution Skew. CoRR Can Peng, Yuyuan Liu, Yingyu Yang, Pramit Saha, Qianye Yang, J. Alison Noble
2025	J	`jnl`	On the public dissemination and open sourcing of ultrasound resources, datasets and deep learning models. npj Digit. Medicine Mohammad Alsharid, Xiaoqing Guo, Qianhui Men, Pramit Saha, Divyanshu Mishra, Rahul Ahuja, Cheng Ouyang, J. Alison Noble
2025	J	`jnl`	POUR: A Provably Optimal Method for Unlearning Representations via Neural Collapse. CoRR Anjie Le, Can Peng, Yuyuan Liu, J. Alison Noble
2025	J	`jnl`	ScanAhead: Simplifying standard plane acquisition of fetal head ultrasound. Medical Image Anal. Qianhui Men, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2025	J	`jnl`	Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation. CoRR Divyanshu Mishra, Mohammadreza Salehi, Pramit Saha, Olga Patey, Aris T. Papageorghiou, Yuki M. Asano, J. Alison Noble
2025	—	`conf`	Self-supervised Normality Learning and Divergence Vector-Guided Model Merging for Zero-Shot Congenital Heart Disease Detection in Fetal Ultrasound Videos. MICCAI (7) Pramit Saha, Divyanshu Mishra, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, Yuki M. Asano, J. Alison Noble
2025	J	`jnl`	Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos. CoRR Pramit Saha, Divyanshu Mishra, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, Yuki M. Asano, J. Alison Noble
2025	J	`jnl`	TIER-LOC: Visual Query-based Video Clip Localization in fetal ultrasound videos with a multi-tier transformer. Medical Image Anal. Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025	J	`jnl`	The human factor in explainable artificial intelligence: clinician variability in trust, reliance, and performance. npj Digit. Medicine Angus Nicolson, Elizabeth Bradburn, Yarin Gal, Aris T. Papageorghiou, J. Alison Noble
2025	A*	`conf`	Trustworthy and Practical AI for Healthcare: A Guided Deferral System with Large Language Models. AAAI Joshua Strong, Qianhui Men, J. Alison Noble
2025	J	`jnl`	U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding. CoRR Anjie Le, Henan Liu, Yue Wang, Zhenyu Liu, Rongkun Zhu, Taohan Weng, Jinze Yu, Boyang Wang, Yalun Wu, Kaiwen Yan, Quanlin Sun, Meirui Jiang, Jialun Pei, Siya Liu, Haoyun Zheng, Zhoujun Li, J. Alison Noble, Jacques Souquet, Xiaoqing Guo, Manxi Lin, Hongcheng Guo
2024	—	`conf`	$\mathrm {IterMask^2}$: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI. MICCAI (8) Ziyun Liang, Xiaoqing Guo, J. Alison Noble, Konstantinos Kamnitsas
2024	—	`conf`	Dual Representation Learning From Fetal Ultrasound Video and Sonographer Audio. ISBI Mourad Gridach, Mohammad Alsharid, Jianbo Jiao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2024	J	`jnl`	Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection. CoRR Pramit Saha, Divyanshu Mishra, Felix Wagner, Konstantinos Kamnitsas, J. Alison Noble
2024	J	`jnl`	Explaining Explainability: Understanding Concept Activation Vectors. CoRR Angus Nicolson, Lisa Schut, J. Alison Noble, Yarin Gal
2024	J	`jnl`	F CoRR Pramit Saha, Felix Wagner, Divyanshu Mishra, Can Peng, Anshul Thakur, David A. Clifton, Konstantinos Kamnitsas, J. Alison Noble
2024	J	`jnl`	Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities. CoRR Felix Wagner, Wentian Xu, Pramit Saha, Ziyun Liang, Daniel Whitehouse, David K. Menon, Natalie Voets, J. Alison Noble, Konstantinos Kamnitsas
2024	J	`jnl`	FedPIA - Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning. CoRR Pramit Saha, Divyanshu Mishra, Felix Wagner, Konstantinos Kamnitsas, J. Alison Noble
2024	—	`conf`	Fetal Ultrasound Video Representation Learning Using Contrastive Rubik's Cube Recovery. ASMUS@MICCAI Kangning Zhang, Jianbo Jiao, J. Alison Noble
2024	J	`jnl`	IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI. CoRR Ziyun Liang, Xiaoqing Guo, J. Alison Noble, Konstantinos Kamnitsas
2024	—	`conf`	MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video. MICCAI (4) Xiaoqing Guo, Qianhui Men, J. Alison Noble
2024	J	`jnl`	MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video. CoRR Xiaoqing Guo, Qianhui Men, J. Alison Noble
2024	—	`conf`	Out-of-Clinical-Distribution Detection with a Softmax-Conditioned Variational Autoencoder Regulariser: Application to Fetal Ultrasound. MICAD Kangning Zhang, Jianbo Jiao, J. Alison Noble
2024	—	`conf`	Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation. MICCAI (4) Qianhui Men, Xiaoqing Guo, Aris T. Papageorghiou, J. Alison Noble
2024	J	`jnl`	Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation. CoRR Qianhui Men, Xiaoqing Guo, Aris T. Papageorghiou, J. Alison Noble
2024	J	`jnl`	Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis. Big Data Cogn. Comput. Netzahualcoyotl Hernandez-Cruz, Pramit Saha, Md. Mostafa Kamal Sarker, J. Alison Noble
2024	—	`conf`	STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos. MICCAI (4) Divyanshu Mishra, Pramit Saha, He Zhao, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2024	J	`jnl`	Semi-weakly-supervised neural network training for medical image registration. CoRR Yiwen Li, Yunguan Fu, Iani J. M. B. Gayo, Qianye Yang, Zhe Min, Shaheer U. Saeed, Wen Yan, Yipei Wang, J. Alison Noble, Mark Emberton, Matthew J. Clarkson, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu
2024	—	`conf`	TextCAVs: Debugging Vision Models Using Text. ISIC/iMIMIC/EARTH/DeCaF@MICCAI Angus Nicolson, Yarin Gal, J. Alison Noble
2024	J	`jnl`	TextCAVs: Debugging vision models using text. CoRR Angus Nicolson, Yarin Gal, J. Alison Noble
2024	J	`jnl`	Towards Human-AI Collaboration in Healthcare: Guided Deferral Systems with Large Language Models. CoRR Joshua Strong, Qianhui Men, J. Alison Noble
2024	—	`conf`	Zoom Pattern Signatures for Fetal Ultrasound Structures. MICCAI (4) Mohammad Alsharid, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2024	—	`conf`	Zoom is Meaningful: Discerning Ultrasound Images' Zoom Levels. ISBI Mohammad Alsharid, Robail Yasrab, Md. Mostafa Kamal Sarker, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023	J	`jnl`	A Machine Learning Method for Automated Description and Workflow Analysis of First Trimester Ultrasound Scans. IEEE Trans. Medical Imaging Robail Yasrab, Zeyu Fu, He Zhao, Lok Hin Lee, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023	—	`conf`	Automated Description and Workflow Analysis of Fetal Echocardiography in First-Trimester Ultrasound Video Scans. ISBI Robail Yasrab, Mohammad Alsharid, Md. Mostafa Kamal Sarker, He Zhao, Aris T. Papageorghiou, J. Alison Noble
2023	—	`conf`	CNSeg-GAN: A Lightweight Generative Adversarial Network For Segmentation of CRL and NT From First-Trimester Fetal Ultrasound. ISBI Md. Mostafa Kamal Sarker, Robail Yasrab, Mohammad Alsharid, Aris T. Papageorghiou, J. Alison Noble
2023	—	`conf`	D2ANET: Densely Attentional-Aware Network for First Trimester Ultrasound CRL and NT Segmentation. ISBI Mourad Gridach, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023	J	`jnl`	Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos. CoRR Divyanshu Mishra, He Zhao, Pramit Saha, Aris T. Papageorghiou, J. Alison Noble
2023	—	`conf`	Dual Conditioned Diffusion Models for Out-of-Distribution Detection: Application to Fetal Ultrasound Videos. MICCAI (1) Divyanshu Mishra, He Zhao, Pramit Saha, Aris T. Papageorghiou, J. Alison Noble
2023	J	`jnl`	Gaze-probe joint guidance with multi-task learning in obstetric ultrasound scanning. Medical Image Anal. Qianhui Men, Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023	J	`jnl`	Machine learning for accurate estimation of fetal gestational age based on ultrasound images. npj Digit. Medicine Lok Hin Lee, Elizabeth Bradburn, Rachel Craik, Mohammad Yaqub, Shane A. Norris, Leila Cheikh Ismail, Eric O. Ohuma, Fernando C. Barros, Ann Lambert, Maria Carvalho, Yasmin A. Jaffer, Michael Gravett, Manorama Purwar, Qingqing Wu, Enrico Bertino, Shama Munim, Aung Myat Min, Zulfiqar Bhutta, José Villar, Stephen H. Kennedy, J. Alison Noble, Aris T. Papageorghiou
2023	J	`jnl`	Memory-based unsupervised video clinical quality assessment with multi-modality data in fetal ultrasound. Medical Image Anal. He Zhao, Qingqing Zheng, Clare Teng, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023	J	`jnl`	Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration. Medical Image Anal. Yiwen Li, Yunguan Fu, Iani J. M. B. Gayo, Qianye Yang, Zhe Min, Shaheer U. Saeed, Wen Yan, Yipei Wang, J. Alison Noble, Mark Emberton, Matthew J. Clarkson, Henkjan Huisman, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu
2023	—	`conf`	Rethinking Semi-Supervised Federated Learning: How to Co-train Fully-Labeled and Fully-Unlabeled Client Imaging Data. MICCAI (2) Pramit Saha, Divyanshu Mishra, J. Alison Noble
2023	J	`jnl`	Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging data. CoRR Pramit Saha, Divyanshu Mishra, J. Alison Noble
2023	J	`jnl`	Show from Tell: Audio-Visual Modelling in Clinical Settings. CoRR Jianbo Jiao, Mohammad Alsharid, Lior Drukker, Aris T. Papageorghiou, Andrew Zisserman, J. Alison Noble
2023	—	`ed.`	Simplifying Medical Ultrasound - 4th International Workshop, ASMUS 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings ASMUS@MICCAI Bernhard Kainz, J. Alison Noble, Julia A. Schnabel, Bishesh Khanal, Johanna P. Müller, Thomas G. Day
2023	—	`conf`	Towards Multi-Sweep Ultrasound Video Understanding: Application in Detection of Breech Position Using Statistical Priors. ISBI Alexander D. Gleed, D. Mishra, V. Chandramohan, Z. Fu, Alice Self, S. Bhatnagar, Aris T. Papageorghiou, J. Alison Noble
2023	—	`conf`	Towards Standard Plane Prediction of Fetal Head Ultrasound with Domain Adaption. ISBI Qianhui Men, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023	—	`conf`	Ultrasound Video Segmentation with Adaptive Temporal Memory. ASMUS@MICCAI He Zhao, Qianhui Men, Alexander D. Gleed, Aris T. Papageorghiou, J. Alison Noble
2023	J	`jnl`	Unpaired mesh-to-image translation for 3D fluorescent microscopy images of neurons. Medical Image Anal. Mihael Cudic, Jeffrey S. Diamond, J. Alison Noble
2023	A*	`conf`	Why is the Winner the Best? CVPR Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brüngel, J. Cho, C. Choi, Q. Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hélène Urien, João L. Vilaça, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, Sen Yang, Y. Yang, Zixuan Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein
2023	J	`jnl`	Why is the winner the best? CoRR Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, Ali Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, et al.
2022	—	`conf`	Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound. ECCV Workshops (3) Zeyu Fu, Jianbo Jiao, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	J	`jnl`	Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound. CoRR Zeyu Fu, Jianbo Jiao, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	J	`jnl`	Biomedical image analysis competitions: The state of current participation practice. CoRR Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Patrick Godau, Veronika Cheplygina, Michal Kozubek, Sharib Ali, Anubha Gupta, Jan Kybic, J. Alison Noble, Carlos Ortiz-de-Solórzano, Samiksha Pachade, Caroline Petitjean, Daniel Sage, Donglai Wei, Elizabeth Wilden, Deepak Alapatt, Vincent Andrearczyk, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Vivek Singh Bawa, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Jinwook Choi, Olivier Commowick, Marie Daum, Adrien Depeursinge, Reuben Dorent, Jan Egger, Hannah Eichhorn, Sandy Engelhardt, Melanie Ganz, Gabriel Girard, Lasse Hansen, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Hyunjeong Kim, Bennett A. Landman, Hongwei Bran Li, Jianning Li, Jun Ma, Anne L. Martel, et al.
2022	—	`conf`	End-to-End First Trimester Fetal Ultrasound Video Automated CRL And NT Segmentation. ISBI Robail Yasrab, Zeyu Fu, Lior Drukker, Lok Hin Lee, He Zhao, Aris T. Papageorghiou, J. Alison Noble
2022	J	`jnl`	Facial Anatomical Landmark Detection Using Regularized Transfer Learning With Application to Fetal Alcohol Syndrome Recognition. IEEE J. Biomed. Health Informatics Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble
2022	—	`conf`	First Trimester Video Saliency Prediction Using Clstmu-Net with Stochastic Augmentation. ISBI Elizaveta Savochkina, Lok Hin Lee, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	J	`jnl`	Gaze-assisted automatic captioning of fetal ultrasound videos using three-way multi-modal deep neural networks. Medical Image Anal. Mohammad Alsharid, Yifan Cai, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	J	`jnl`	Image quality assessment for machine learning tasks using meta-reinforcement learning. CoRR Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
2022	J	`jnl`	Image quality assessment for machine learning tasks using meta-reinforcement learning. Medical Image Anal. Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
2022	—	`conf`	Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning. MICCAI (8) Qianhui Men, Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	J	`jnl`	Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning. CoRR Qianhui Men, Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	J	`jnl`	Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration. CoRR Yiwen Li, Yunguan Fu, Iani J. M. B. Gayo, Qianye Yang, Zhe Min, Shaheer U. Saeed, Wen Yan, Yipei Wang, J. Alison Noble, Mark Emberton, Matthew J. Clarkson, Henkjan J. Huisman, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu
2022	—	`conf`	Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction. ASMUS@MICCAI Mourad Gridach, Elizaveta Savochkina, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	—	`ed.`	Simplifying Medical Ultrasound - Third International Workshop, ASMUS 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings ASMUS@MICCAI Stephen R. Aylward, J. Alison Noble, Yipeng Hu, Su-Lin Lee, Zachary Baum, Zhe Min
2022	B	`conf`	Skill Characterisation of Sonographer Gaze Patterns during Second Trimester Clinical Fetal Ultrasounds using Time Curves. ETRA Clare Teng, Lok Hin Lee, Jayne Lander, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	—	`conf`	Skill, or Style? Classification of Fetal Sonography Eye-Tracking Data. Gaze Meets ML Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	J	`jnl`	Task model-specific operator skill assessment in routine fetal ultrasound scanning. Int. J. Comput. Assist. Radiol. Surg. Yipei Wang, Qianye Yang, Lior Drukker, Aris T. Papageorghiou, Yipeng Hu, J. Alison Noble
2022	—	`conf`	Towards Unsupervised Ultrasound Video Clinical Quality Assessment with Multi-modality Data. MICCAI (4) He Zhao, Qingqing Zheng, Clare Teng, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	—	`conf`	USPoint: Self-Supervised Interest Point Detection and Description for Ultrasound-Probe Motion Estimation During Fine-Adjustment Standard Fetal Plane Finding. MICCAI (8) Cheng Zhao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	B	`conf`	Visualising Spatio-Temporal Gaze Characteristics for Exploratory Data Analysis in Clinical Fetal Ultrasound Scans. ETRA Clare Teng, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	—	`conf`	Weakly Supervised Captioning of Ultrasound Images. MIUA Mohammad Alsharid, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021	—	`conf`	A Course-Focused Dual Curriculum For Image Captioning. ISBI Mohammad Alsharid, Rasheed El-Bouri, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021	—	`conf`	A Dual Adversarial Calibration Framework for Automatic Fetal Brain Biometry. ICCVW Yuan Gao, Lok Hin Lee, Richard Droste, Rachel Craik, Sridevi Beriwal, Aris T. Papageorghiou, J. Alison Noble
2021	J	`jnl`	A Dual Adversarial Calibration Framework for Automatic Fetal Brain Biometry. CoRR Yuan Gao, Lok Hin Lee, Richard Droste, Rachel Craik, Sridevi Beriwal, Aris T. Papageorghiou, J. Alison Noble
2021	—	`conf`	Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability. ASMUS@MICCAI Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
2021	J	`jnl`	Adaptable image quality assessment using meta-reinforcement learning of task amenability. CoRR Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
2021	—	`conf`	Dynamic Spatio-Temporal Graph Convolutional Networks For Cardiac Motion Analysis. ISBI Ping Lu, Wenjia Bai, Daniel Rueckert, J. Alison Noble
2021	J	`jnl`	Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition. CoRR Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble
2021	—	`conf`	First Trimester Gaze Pattern Estimation Using Stochastic Augmentation Policy Search for Single Frame Saliency Prediction. MIUA Elizaveta Savochkina, Lok Hin Lee, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021	J	`jnl`	Knowledge representation and learning of operator clinical workflow from full-length routine fetal ultrasound scan videos. Medical Image Anal. Harshita Sharma, Lior Drukker, Pierre Chatelain, Richard Droste, Aris T. Papageorghiou, J. Alison Noble
2021	J	`jnl`	Machine learning-based analysis of operator pupillary response to assess cognitive workload in clinical ultrasound imaging. Comput. Biol. Medicine Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021	—	`ed.`	Medical Image Understanding and Analysis - 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12-14, 2021, Proceedings MIUA Bartlomiej W. Papiez, Mohammad Yaqub, Jianbo Jiao, Ana I. L. Namburete, J. Alison Noble
2021	—	`conf`	Multi-Modal Learning from Video, Eye Tracking, and Pupillometry for Operator Skill Characterization in Clinical Fetal Ultrasound. ISBI Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021	—	`conf`	Multimodal Continual Learning with Sonographer Eye-Tracking in Fetal Ultrasound. ASMUS@MICCAI Arijit Patra, Yifan Cai, Pierre Chatelain, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021	—	`conf`	Multiscale Graph Convolutional Networks for Cardiac Motion Analysis. FIMH Ping Lu, Wenjia Bai, Daniel Rueckert, J. Alison Noble
2021	—	`conf`	Principled Ultrasound Data Augmentation for Classification of Standard Planes. IPMI Lok Hin Lee, Yuan Gao, J. Alison Noble
2021	J	`jnl`	Principled Ultrasound Data Augmentation for Classification of Standard Planes. CoRR Lok Hin Lee, Yuan Gao, J. Alison Noble
2021	—	`ed.`	Simplifying Medical Ultrasound - Second International Workshop, ASMUS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings ASMUS@MICCAI J. Alison Noble, Stephen R. Aylward, Alexander Grimwood, Zhe Min, Su-Lin Lee, Yipeng Hu
2021	—	`conf`	Towards Scale and Position Invariant Task Classification Using Normalised Visual Scanpaths in Clinical Fetal Ultrasound. ASMUS@MICCAI Clare Teng, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021	—	`conf`	Visual-Assisted Probe Movement Guidance for Obstetric Ultrasound Scanning Using Landmark Retrieval. MICCAI (8) Cheng Zhao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020	—	`conf`	A Comparative Study of Explainer Modules Applied to Automated Skin Lesion Classification. XI-ML@KI Jia Sun, Tapabrata Chakraborti, J. Alison Noble
2020	—	`conf`	A Curriculum Learning Based Approach to Captioning Ultrasound Images. ASMUS/PIPPI@MICCAI Mohammad Alsharid, Rasheed El-Bouri, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020	—	`conf`	Automatic Determination of the Fetal Cardiac Cycle in Ultrasound Using Spatio-Temporal Neural Networks. ISBI Lok Hin Lee, J. Alison Noble
2020	—	`conf`	Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound. MICCAI (3) Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020	J	`jnl`	Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound. CoRR Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020	—	`conf`	Calibrated Bayesian Neural Networks to Estimate Gestational Age and Its Uncertainty on Fetal Brain Ultrasound Images. ASMUS/PIPPI@MICCAI Lok Hin Lee, Elizabeth Bradburn, Aris T. Papageorghiou, J. Alison Noble
2020	—	`conf`	Cross-Device Cross-Anatomy Adaptation Network for Ultrasound Video Analysis. ASMUS/PIPPI@MICCAI Qingchao Chen, Yang Liu, Yipeng Hu, Alice Self, Aris T. Papageorghiou, J. Alison Noble
2020	—	`conf`	Cross-Task Representation Learning for Anatomical Landmark Detection. MLMI@MICCAI Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble
2020	J	`jnl`	Cross-Task Representation Learning for Anatomical Landmark Detection. CoRR Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble
2020	—	`conf`	Differentiating Operator Skill During Routine Fetal Ultrasound Scanning Using Probe Motion Tracking. ASMUS/PIPPI@MICCAI Yipei Wang, Richard Droste, Jianbo Jiao, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020	J	`jnl`	Discovering Salient Anatomical Landmarks by Predicting Human Gaze. CoRR Richard Droste, Pierre Chatelain, Lior Drukker, Harshita Sharma, Aris T. Papageorghiou, J. Alison Noble
2020	J	`jnl`	Evaluation of Gaze Tracking Calibration for Longitudinal Biomedical Imaging Studies. IEEE Trans. Cybern. Pierre Chatelain, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020	—	`conf`	Generating Controllable Ultrasound Images of the Fetal Head. ISBI Lok Hin Lee, J. Alison Noble
2020	—	`conf`	Going Deeper into Cardiac Motion Analysis to Model Fine Spatio-Temporal Features. MIUA Ping Lu, Huaqi Qiu, Chen Qin, Wenjia Bai, Daniel Rueckert, J. Alison Noble
2020	—	`conf`	Knowledge-Guided Pretext Learning for Utero-Placental Interface Detection. MICCAI (1) Huan Qi, Sally L. Collins, J. Alison Noble
2020	—	`conf`	Label Efficient Localization of Fetal Brain Biometry Planes in Ultrasound Through Metric Learning. ASMUS/PIPPI@MICCAI Yuan Gao, Sridevi Beriwal, Rachel Craik, Aris T. Papageorghiou, J. Alison Noble
2020	—	`conf`	Longitudinal Image Registration with Temporal-Order and Subject-Specificity Discrimination. MICCAI (3) Qianye Yang, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Qingchao Chen, J. Alison Noble, Tom Vercauteren, Dean C. Barratt, Yipeng Hu
2020	J	`jnl`	Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination. CoRR Qianye Yang, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Qingchao Chen, J. Alison Noble, Tom Vercauteren, Dean C. Barratt, Yipeng Hu
2020	—	`ed.`	Medical Image Understanding and Analysis - 24th Annual Conference, MIUA 2020, Oxford, UK, July 15-17, 2020, Proceedings MIUA Bartlomiej W. Papiez, Ana I. L. Namburete, Mohammad Yaqub, J. Alison Noble
2020	—	`ed.`	Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis - First International Workshop, ASMUS 2020, and 5th International Workshop, PIPPI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings ASMUS/PIPPI@MICCAI Yipeng Hu, Roxane Licandro, J. Alison Noble, Jana Hutter, Stephen R. Aylward, Andrew Melbourne, Esra Abaci Turk, Jordina Torrents-Barrena
2020	—	`conf`	Modelling Cardiac Motion via Spatio-Temporal Graph Convolutional Networks to Boost the Diagnosis of Heart Conditions. M&Ms and EMIDEC/STACOM@MICCAI Ping Lu, Wenjia Bai, Daniel Rueckert, J. Alison Noble
2020	—	`conf`	Self-Supervised Contrastive Video-Speech Representation Learning for Ultrasound. MICCAI (3) Jianbo Jiao, Yifan Cai, Mohammad Alsharid, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020	—	`conf`	Self-Supervised Representation Learning for Ultrasound Video. ISBI Jianbo Jiao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020	J	`jnl`	Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis. CoRR Jianbo Jiao, Ana I. L. Namburete, Aris T. Papageorghiou, J. Alison Noble
2020	J	`jnl`	Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis. IEEE Trans. Medical Imaging Jianbo Jiao, Ana I. L. Namburete, Aris T. Papageorghiou, J. Alison Noble
2020	J	`jnl`	Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound. CoRR Jianbo Jiao, Yifan Cai, Mohammad Alsharid, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020	J	`jnl`	Self-supervised Representation Learning for Ultrasound Video. CoRR Jianbo Jiao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020	J	`jnl`	Spatio-temporal visual attention modelling of standard biometry plane-finding navigation. Medical Image Anal. Yifan Cai, Richard Droste, Harshita Sharma, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020	—	`conf`	Uncertainty Estimates as Data Selection Criteria to Boost Omni-Supervised Learning. MICCAI (1) Lorenzo Venturini, Aris T. Papageorghiou, J. Alison Noble, Ana I. L. Namburete
2020	—	`conf`	Unified Image and Video Saliency Modeling. ECCV (5) Richard Droste, Jianbo Jiao, J. Alison Noble
2020	J	`jnl`	Unified Image and Video Saliency Modeling. CoRR Richard Droste, Jianbo Jiao, J. Alison Noble
2019	—	`conf`	An Automated CNN-based 3D Anatomical Landmark Detection Method to Facilitate Surface-Based 3D Facial Shape Analysis. UNSURE/CLIP@MICCAI Ruobing Huang, Michael Suttie, J. Alison Noble
2019	—	`conf`	Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images. MLMI@MICCAI Jianbo Jiao, Ana I. L. Namburete, Aris T. Papageorghiou, J. Alison Noble
2019	J	`jnl`	Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images. CoRR Jianbo Jiao, Ana I. L. Namburete, Aris T. Papageorghiou, J. Alison Noble
2019	—	`conf`	Captioning Ultrasound Images Automatically. MICCAI (4) Mohammad Alsharid, Harshita Sharma, Lior Drukker, Pierre Chatelain, Aris T. Papageorghiou, J. Alison Noble
2019	—	`conf`	Conditional Segmentation in Lieu of Image Registration. MICCAI (2) Yipeng Hu, Eli Gibson, Dean C. Barratt, Mark Emberton, J. Alison Noble, Tom Vercauteren
2019	J	`jnl`	Conditional Segmentation in Lieu of Image Registration. CoRR Yipeng Hu, Eli Gibson, Dean C. Barratt, Mark Emberton, J. Alison Noble, Tom Vercauteren
2019	J	`jnl`	Contrastive Algorithmic Fairness: Part 1 (Theory) CoRR Tapabrata Chakraborti, Arijit Patra, J. Alison Noble
2019	—	`conf`	Efficient Ultrasound Image Analysis Models with Sonographer Gaze Assisted Distillation. MICCAI (4) Arijit Patra, Yifan Cai, Pierre Chatelain, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2019	J	`jnl`	Heterogeneous tissue characterization using ultrasound: a comparison of fractal analysis backscatter models on liver tumors. CoRR Omar S. Al-Kadi, Daniel Y. F. Chung, Constantin-C. Coussios, J. Alison Noble
2019	—	`conf`	Incremental Learning of Fetal Heart Anatomies Using Interpretable Saliency Maps. MIUA Arijit Patra, J. Alison Noble
2019	—	`conf`	Learning and Understanding Deep Spatio-Temporal Representations from Free-Hand Fetal Ultrasound Sweeps. MICCAI (5) Yuan Gao, J. Alison Noble
2019	—	`conf`	Multi-anatomy localization in fetal echocardiography videos. ISBI Arijit Patra, J. Alison Noble
2019	—	`conf`	Multi-task CNN for Structural Semantic Segmentation in 3D Fetal Brain Ultrasound. MIUA Lorenzo Venturini, Aris T. Papageorghiou, J. Alison Noble, Ana I. L. Namburete
2019	—	`conf`	Spatio-Temporal Partitioning And Description Of Full-Length Routine Fetal Anomaly Ultrasound Scans. ISBI Harshita Sharma, Richard Droste, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2019	J	`jnl`	Special issue on machine learning in medical imaging. Comput. Medical Imaging Graph. Li Wang, Yinghuan Shi, Heung-Il Suk, J. Alison Noble, Ghassan Hamarneh
2019	—	`conf`	Towards Capturing Sonographic Experience: Cognition-Inspired Ultrasound Video Saliency Prediction. MIUA Richard Droste, Yifan Cai, Harshita Sharma, Pierre Chatelain, Aris T. Papageorghiou, J. Alison Noble
2019	—	`conf`	UPI-Net: Semantic Contour Detection in Placental Ultrasound. ICCV Workshops Huan Qi, Sally L. Collins, J. Alison Noble
2019	J	`jnl`	UPI-Net: Semantic Contour Detection in Placental Ultrasound. CoRR Huan Qi, Sally L. Collins, J. Alison Noble
2019	—	`conf`	Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention. IPMI Richard Droste, Yifan Cai, Harshita Sharma, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2019	J	`jnl`	Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention. CoRR Richard Droste, Yifan Cai, Harshita Sharma, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2018	—	`conf`	Adversarial Deformation Regularization for Training Image Registration Neural Networks. MICCAI (1) Yipeng Hu, Eli Gibson, Nooshin Ghavami, Ester Bonmati, Caroline M. Moore, Mark Emberton, Tom Vercauteren, J. Alison Noble, Dean C. Barratt
2018	J	`jnl`	Adversarial Deformation Regularization for Training Image Registration Neural Networks. CoRR Yipeng Hu, Eli Gibson, Nooshin Ghavami, Ester Bonmati, Caroline M. Moore, Mark Emberton, Tom Vercauteren, J. Alison Noble, Dean C. Barratt
2018	—	`conf`	Automated Myocardial Wall Motion Classification using Handcrafted Features vs a Deep CNN-based mapping. EMBC Hasmila A. Omar, Arijit Patra, João S. Domingos, Paul Leeson, J. Alison Noble
2018	—	`conf`	Automatic Lacunae Localization in Placental Ultrasound Images via Layer Aggregation. MICCAI (2) Huan Qi, Sally L. Collins, J. Alison Noble
2018	—	`conf`	Can Dilated Convolutions Capture Ultrasound Video Dynamics? MLMI@MICCAI Mohammad Ali Maraci, Weidi Xie, J. Alison Noble
2018	J	`jnl`	Fully-automated alignment of 3D fetal brain ultrasound to a canonical reference space using multi-task learning. Medical Image Anal. Ana I. L. Namburete, Weidi Xie, Mohammad Yaqub, Andrew Zisserman, J. Alison Noble
2018	—	`conf`	Improving Visual Detection of Wall Motion Abnormality with Echocardiographic Image Enhancing Methods. EMBC Hasmila A. Omar, João S. Domingos, Arijit Patra, Paul Leeson, J. Alison Noble
2018	—	`conf`	Label-driven weakly-supervised learning for multimodal deformarle image registration. ISBI Yipeng Hu, Marc Modat, Eli Gibson, Nooshin Ghavami, Ester Bonmati, Caroline M. Moore, Mark Emberton, J. Alison Noble, Dean C. Barratt, Tom Vercauteren
2018	J	`jnl`	Microscopy cell counting and detection with fully convolutional regression networks. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Weidi Xie, J. Alison Noble, Andrew Zisserman
2018	—	`conf`	Multi-task SonoEyeNet: Detection of Fetal Standardized Planes Assisted by Generated Sonographer Attention Maps. MICCAI (1) Yifan Cai, Harshita Sharma, Pierre Chatelain, J. Alison Noble
2018	—	`conf`	Omni-Supervised Learning: Scaling Up to Large Unlabelled Medical Datasets. MICCAI (1) Ruobing Huang, J. Alison Noble, Ana I. L. Namburete
2018	—	`conf`	Quantification of cardiac bull's-eye map based on principal strain analysis for myocardial wall motion assessment in stress echocardiography. ISBI Hasmila A. Omar, João S. Domingos, Arijit Patra, Ross Upton, Paul Leeson, J. Alison Noble
2018	J	`jnl`	SiSSR: Simultaneous subdivision surface registration for the quantification of cardiac function from computed tomography in canines. Medical Image Anal. Davis M. Vigneault, Amir Pourmorteza, Marvin L. Thomas, David A. Bluemke, J. Alison Noble
2018	—	`conf`	SonoEyeNet: Standardized fetal ultrasound plane detection informed by eye tracking. ISBI Yifan Cai, Harshita Sharma, Pierre Chatelain, J. Alison Noble
2018	J	`jnl`	VP-Nets : Efficient automatic localization of key brain structures in 3D fetal neurosonography. Medical Image Anal. Ruobing Huang, Weidi Xie, J. Alison Noble
2018	J	`jnl`	Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration. CoRR Yipeng Hu, Marc Modat, Eli Gibson, Wenqi Li, Nooshin Ghavami, Ester Bonmati, Guotai Wang, Steven Bandula, Caroline M. Moore, Mark Emberton, Sébastien Ourselin, J. Alison Noble, Dean C. Barratt, Tom Vercauteren
2018	J	`jnl`	Weakly-supervised convolutional neural networks for multimodal image registration. Medical Image Anal. Yipeng Hu, Marc Modat, Eli Gibson, Wenqi Li, Nooshin Ghavami, Ester Bonmati, Guotai Wang, Steven Bandula, Caroline M. Moore, Mark Emberton, Sébastien Ourselin, J. Alison Noble, Dean C. Barratt, Tom Vercauteren
2018	J	`jnl`	Ω-Net (Omega-Net): Fully automatic, multi-view cardiac MR detection, orientation, and segmentation with deep neural networks. Medical Image Anal. Davis M. Vigneault, Weidi Xie, Carolyn Y. Ho, David A. Bluemke, J. Alison Noble
2017	J	`jnl`	A framework for analysis of linear ultrasound videos to detect fetal presentation and heartbeat. Medical Image Anal. Mohammad Ali Maraci, Christopher P. Bridge, Raffaele Napolitano, Aris T. Papageorghiou, J. Alison Noble
2017	J	`jnl`	Automated annotation and quantitative description of ultrasound videos of the fetal heart. Medical Image Anal. Christopher P. Bridge, Christos Ioannou, J. Alison Noble
2017	—	`conf`	Automated characterization of the fetal heart in ultrasound images using fully convolutional neural networks. ISBI Vaanathi Sundaresan, Christopher P. Bridge, Christos Ioannou, J. Alison Noble
2017	—	`conf`	Detection and Characterization of the Fetal Heartbeat in Free-hand Ultrasound Sweeps with Weakly-supervised Two-streams Convolutional Networks. MICCAI (2) Yuan Gao, J. Alison Noble
2017	—	`conf`	Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization. FIMH Davis M. Vigneault, Weidi Xie, David A. Bluemke, J. Alison Noble
2017	J	`jnl`	Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization. CoRR Davis M. Vigneault, Weidi Xie, David A. Bluemke, J. Alison Noble
2017	—	`conf`	Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks. CMMI/RAMBO/SWITCH@MICCAI Yipeng Hu, Eli Gibson, Li-Lin Lee, Weidi Xie, Dean C. Barratt, Tom Vercauteren, J. Alison Noble
2017	J	`jnl`	Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks. CoRR Yipeng Hu, Eli Gibson, Li-Lin Lee, Weidi Xie, Dean C. Barratt, Tom Vercauteren, J. Alison Noble
2017	—	`conf`	Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks. MICCAI (2) Yipeng Hu, Eli Gibson, Tom Vercauteren, Hashim Uddin Ahmed, Mark Emberton, Caroline M. Moore, J. Alison Noble, Dean C. Barratt
2017	J	`jnl`	Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks. CoRR Yipeng Hu, Eli Gibson, Tom Vercauteren, Hashim Uddin Ahmed, Mark Emberton, Caroline M. Moore, J. Alison Noble, Dean C. Barratt
2017	J	`jnl`	Label-driven weakly-supervised learning for multimodal deformable image registration. CoRR Yipeng Hu, Marc Modat, Eli Gibson, Nooshin Ghavami, Ester Bonmati, Caroline M. Moore, Mark Emberton, J. Alison Noble, Dean C. Barratt, Tom Vercauteren
2017	—	`conf`	Learning Spatio-Temporal Aggregation for Fetal Heart Analysis in Ultrasound Video. DLMIA/ML-CDS@MICCAI Arijit Patra, Weilin Huang, J. Alison Noble
2017	—	`conf`	Localizing Cardiac Structures in Fetal Heart Ultrasound Video. MLMI@MICCAI Christopher P. Bridge, Christos Ioannou, J. Alison Noble
2017	J	`jnl`	Omega-Net: Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks. CoRR Davis M. Vigneault, Weidi Xie, Carolyn Y. Ho, David A. Bluemke, J. Alison Noble
2017	—	`conf`	Robust Regression of Brain Maturation from 3D Fetal Neurosonography Using CRNs. FIFI/OMIA@MICCAI Ana I. L. Namburete, Weidi Xie, J. Alison Noble
2017	—	`conf`	Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video. MICCAI (2) Weilin Huang, Christopher P. Bridge, J. Alison Noble, Andrew Zisserman
2017	J	`jnl`	Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video. CoRR Weilin Huang, Christopher P. Bridge, J. Alison Noble, Andrew Zisserman
2017	—	`conf`	Weakly Supervised Learning of Placental Ultrasound Images with Residual Networks. MIUA Huan Qi, Sally L. Collins, J. Alison Noble
2016	J	`jnl`	A computer-aided tracking and motion analysis with ultrasound (CAT & MAUS) system for the description of hip joint kinematics. Int. J. Comput. Assist. Radiol. Surg. Rui Jia, Stephen J. Mellon, Paul Monk, David William Murray, J. Alison Noble
2016	—	`conf`	An eye-tracking inspired method for standardised plane extraction from fetal abdominal ultrasound volumes. ISBI Maryam Ahmed, J. Alison Noble
2016	—	`conf`	Automated 3D Ultrasound Biometry Planes Extraction for First Trimester Fetal Assessment. MLMI@MICCAI Hosuk Ryou, Mohammad Yaqub, Angelo Cavallaro, Fenella Roseman, Aris T. Papageorghiou, J. Alison Noble
2016	—	`conf`	Automatic bone segmentation in ultrasound images using local phase features and dynamic programming. ISBI Rui Jia, Stephen J. Mellon, Shanil Hansjee, Andrew Paul Monk, David William Murray, J. Alison Noble
2016	—	`conf`	Describing ultrasound video content using deep convolutional neural networks. ISBI Yuan Gao, Mohammad Ali Maraci, J. Alison Noble
2016	J	`jnl`	Detecting overlapping instances in microscopy images using extremal region trees. Medical Image Anal. Carlos Arteta, Victor S. Lempitsky, J. Alison Noble, Andrew Zisserman
2016	—	`conf`	Fetal Ultrasound Image Classification Using a Bag-of-words Model Trained on Sonographers' Eye Movements. MIUA Maryam Ahmed, J. Alison Noble
2016	—	`conf`	Globally Optimal Registration for Describing Joint Kinematics. MIUA Rui Jia, Stephen J. Mellon, Paul Monk, David William Murray, J. Alison Noble
2016	J	`jnl`	Plane Localization in 3-D Fetal Neurosonography for Longitudinal Analysis of the Developing Brain. IEEE J. Biomed. Health Informatics Mohammad Yaqub, Sylvia Rueda, Anil Kopuri, Pedro Melo, Aris T. Papageorghiou, Peter B. Sullivan, Kenneth McCormick, J. Alison Noble
2016	C	`conf`	Probabilistic sensor network design. BSN Jeroen Bergmann, J. Alison Noble, Mark Thompson
2016	J	`jnl`	Quantification of Ultrasonic Texture heterogeneity via Volumetric Stochastic Modeling for Tissue Characterization. CoRR Omar S. Al-Kadi, Daniel Y. F. Chung, Robert C. Carlisle, Constantin-C. Coussios, J. Alison Noble
2016	J	`jnl`	Reflections on ultrasound image analysis. Medical Image Anal. J. Alison Noble
2015	—	`conf`	Automated Mid-sagittal Plane Selection for Corpus Callosum Visualization in 3D Ultrasound Images. MIUA Ruobing Huang, Ana I. L. Namburete, Mohammad Yaqub, J. Alison Noble
2015	J	`jnl`	Data-driven shape parameterization for segmentation of the right ventricle from 3D+t echocardiography. Medical Image Anal. Richard V. Stebbing, Ana I. L. Namburete, Ross Upton, Paul Leeson, J. Alison Noble
2015	—	`conf`	Eye Tracking to Boost Recognition of Anatomical Features in Fetal Ultrasound. MIUA Maryam Ahmed, J. Alison Noble
2015	J	`jnl`	Feature-based fuzzy connectedness segmentation of ultrasound images with an object completion step. Medical Image Anal. Sylvia Rueda, Caroline L. Knight, Aris T. Papageorghiou, J. Alison Noble
2015	—	`conf`	Fisher vector encoding for detecting objects of interest in ultrasound videos. ISBI Mohammad Ali Maraci, Raffaele Napolitano, Aris T. Papageorghiou, J. Alison Noble
2015	—	`conf`	Greater trochanter tracking in ultrasound imaging during gait. ISBI Rui Jia, Andrew Paul Monk, David William Murray, Stephen J. Mellon, J. Alison Noble
2015	—	`conf`	Guided Random Forests for Identification of Key Fetal Anatomy and Image Categorization in Ultrasound Scans. MICCAI (3) Mohammad Yaqub, Brenda Kelly, Aris T. Papageorghiou, J. Alison Noble
2015	J	`jnl`	Learning-based prediction of gestational age from ultrasound images of the fetal brain. Medical Image Anal. Ana I. L. Namburete, Richard V. Stebbing, Bryn Kemp, Mohammad Yaqub, Aris T. Papageorghiou, J. Alison Noble
2015	—	`conf`	Object localisation in fetal ultrasound images using invariant features. ISBI Christopher P. Bridge, J. Alison Noble
2015	J	`jnl`	Quantification of ultrasonic texture intra-heterogeneity via volumetric stochastic modeling for tissue characterization. Medical Image Anal. Omar S. Al-Kadi, Daniel Y. F. Chung, Robert C. Carlisle, Constantin-C. Coussios, J. Alison Noble
2015	—	`conf`	Three Dimensional Freehand Ultrasound Reconstruction using Hybrid Interpolation. MIUA Rui Jia, Stephen J. Mellon, Paul Monk, David William Murray, J. Alison Noble
2015	—	`conf`	Towards quantifying the impact of cell boundary estimation on morphometric analysis for phenotypic screening. ISBI Thomas A. Nketia, J. Alison Noble, Jens Rittscher
2014	—	`conf`	A Constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and Maturation. MLMI Mohammad Yaqub, Anil Kopuri, Sylvia Rueda, Peter B. Sullivan, Kenneth McCormick, J. Alison Noble
2014	—	`conf`	Diagnostic Plane Extraction from 3D Parametric Surface of the Fetal Cranium. MIUA Ana I. L. Namburete, Richard V. Stebbing, J. Alison Noble
2014	J	`jnl`	Difference of Gaussians revolved along elliptical paths for ultrasound fetal head segmentation. Comput. Medical Imaging Graph. Alessandro Foi, Matteo Maggioni, Antonietta Pepe, Sylvia Rueda, J. Alison Noble, Aris T. Papageorghiou, Jussi Tohka
2014	J	`jnl`	Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation Methods for Biometric Measurements: A Grand Challenge. IEEE Trans. Medical Imaging Sylvia Rueda, Sana Fathima, Caroline L. Knight, Mohammad Yaqub, Aris T. Papageorghiou, Bahbibi Rahmatullah, Alessandro Foi, Matteo Maggioni, Antonietta Pepe, Jussi Tohka, Richard V. Stebbing, John McManigle, Anca Ciurte, Xavier Bresson, Meritxell Bach Cuadra, Changming Sun, Gennady V. Ponomarev, Mikhail S. Gelfand, Marat D. Kazanov, Ching-Wei Wang, Hsiang-Chou Chen, Chun-Wei Peng, Chu-Mei Hung, J. Alison Noble
2014	—	`conf`	Interactive Object Counting. ECCV (3) Carlos Arteta, Victor S. Lempitsky, J. Alison Noble, Andrew Zisserman
2014	J	`jnl`	Investigation of the Role of Feature Selection and Weighted Voting in Random Forests for 3-D Volumetric Segmentation. IEEE Trans. Medical Imaging Mohammad Yaqub, M. Kassim Javaid, Cyrus Cooper, J. Alison Noble
2014	—	`conf`	Object Classification in an Ultrasound Video Using LP-SIFT Features. MCV Mohammad Ali Maraci, Raffaele Napolitano, Aris T. Papageorghiou, J. Alison Noble
2014	—	`conf`	Predicting Fetal Neurodevelopmental Age from Ultrasound Images. MICCAI (2) Ana Ineyda Luisa Namburete, Mohammad Yaqub, Bryn Kemp, Aris T. Papageorghiou, J. Alison Noble
2014	—	`conf`	Searching for Structures of Interest in an Ultrasound Video Sequence. MLMI Mohammad Ali Maraci, Raffaele Napolitano, Aris T. Papageorghiou, J. Alison Noble
2014	—	`conf`	Structured Random Forests for Myocardium Delineation in 3D Echocardiography. MLMI João S. Domingos, Richard V. Stebbing, Paul Leeson, J. Alison Noble
2014	—	`conf`	Utilizing Phase Retardation Features for Segmenting Cells in Phase Contrast Microscopy Images. MIUA Thomas A. Nketia, Jens Rittscher, J. Alison Noble
2013	—	`conf`	Class-Specific Regression Random Forest for Accurate Extraction of Standard Planes from 3D Echocardiography. MCV Kiryl Chykeyuk, Mohammad Yaqub, J. Alison Noble
2013	J	`jnl`	Delineating anatomical boundaries using the boundary fragment model. Medical Image Anal. Richard V. Stebbing, J. Alison Noble
2013	—	`conf`	Fetal cranial segmentation in 2D ultrasound images using shape properties of pixel clusters. ISBI Ana Ineyda Luisa Namburete, J. Alison Noble
2013	A*	`conf`	Learning to Detect Partially Overlapping Instances. CVPR Carlos Arteta, Victor S. Lempitsky, J. Alison Noble, Andrew Zisserman
2013	—	`conf`	Local Phase-Based Fast Ray Features for Automatic Left Ventricle Apical View Detection in 3D Echocardiography. MCV João S. Domingos, Eduardo Lima, Paul Leeson, J. Alison Noble
2013	—	`conf`	Oriented feature-based coupled ellipse fitting for soft tissue quantification in ultrasound images. ISBI Sylvia Rueda, Caroline L. Knight, Aris T. Papageorghiou, J. Alison Noble
2013	J	`jnl`	Registration of 3D fetal neurosonography and MRI. Medical Image Anal. Maria Kuklisova-Murgasova, Amalia Cifor, Raffaele Napolitano, Aris T. Papageorghiou, Gerardine Quaghebeur, Mary A. Rutherford, Joseph V. Hajnal, J. Alison Noble, Julia A. Schnabel
2013	B	`conf`	Ultrasound image segmentation using feature asymmetry and shape guided live wire. Image Processing Thomas M. Rackham, Sylvia Rueda, Caroline L. Knight, J. Alison Noble
2013	—	`conf`	Volumetric Segmentation of Key Fetal Brain Structures in 3D Ultrasound. MLMI Mohammad Yaqub, Rémi Cuingnet, Raffaele Napolitano, David Roundhill, Aris T. Papageorghiou, Roberto Ardon, J. Alison Noble
2013	—	`conf`	Where is my baby? A fast fetal head auto-alignment in 3D-ultrasound. ISBI Rémi Cuingnet, Oudom Somphone, Benoit Mory, Raphael Prevost, Mohammad Yaqub, Raffaele Napolitano, Aris T. Papageorghiou, David Roundhill, J. Alison Noble, Roberto Ardon
2012	—	`conf`	Automatic detection of local fetal brain structures in ultrasound images. ISBI Mohammad Yaqub, Raffaele Napolitano, Christos Ioannou, Aris T. Papageorghiou, J. Alison Noble
2012	—	`conf`	Controlled motion strain measurement using lateral speckle tracking in Achilles tendons during healing. ISBI Phillip Brown, Joseph Alsousou, Mark Thompson, J. Alison Noble
2012	B	`conf`	Image Analysis Using Machine Learning: Anatomical Landmarks Detection in Fetal Ultrasound Images. COMPSAC Bahbibi Rahmatullah, Aris T. Papageorghiou, J. Alison Noble
2012	—	`conf`	Image analysis of the human fetus and newborn - Developing new clinical tools for perinatal care. ISBI J. Alison Noble
2012	—	`conf`	Improved Nakagami imaging usinga combined estimator. ISBI Aymeric Larrue, J. Alison Noble
2012	—	`conf`	Integration of Local and Global Features for Anatomical Object Detection in Ultrasound. MICCAI (3) Bahbibi Rahmatullah, Aris T. Papageorghiou, J. Alison Noble
2012	—	`conf`	Interpreting edge information for improved endocardium delineation in echocardiograms. ISBI Richard V. Stebbing, John McManigle, J. Alison Noble
2012	—	`conf`	Learning to Detect Cells Using Non-overlapping Extremal Regions. MICCAI (1) Carlos Arteta, Victor S. Lempitsky, J. Alison Noble, Andrew Zisserman
2012	B	`conf`	Lesion segmentation and bias correction in breast ultrasound B-mode images including elastography information. Image Processing Gerard Pons, Joan Martí, Robert Marti, Mariano Cabezas, Andrew Di Battista, J. Alison Noble
2012	—	`conf`	Modified Hough transform for left ventricle myocardium segmentation in 3-D echocardiogram images. ISBI John McManigle, Richard V. Stebbing, J. Alison Noble
2012	—	`conf`	Novel Context Rich LoCo and GloCo Features with Local and Global Shape Constraints for Segmentation of 3D Echocardiograms with Random Forests. MCV Kiryl Chykeyuk, Mohammad Yaqub, J. Alison Noble
2012	—	`conf`	Registration of 3D Fetal Brain US and MRI. MICCAI (2) Maria Kuklisova-Murgasova, Amalia Cifor, Raffaele Napolitano, Aris T. Papageorghiou, Gerardine Quaghebeur, J. Alison Noble, Julia A. Schnabel
2012	—	`conf`	Regularised feature-based fuzzy connectedness segmentation of ultrasound images for fetal soft tissue quantification across gestation. ISBI Sylvia Rueda, Caroline L. Knight, Aris T. Papageorghiou, J. Alison Noble
2012	—	`conf`	Towards 3D registration of fetal brain MRI and ultrasound. ISBI Maria Kuklisova-Murgasova, Gerardine Quaghebeur, Joseph V. Hajnal, J. Alison Noble, Julia A. Schnabel
2011	—	`conf`	3D Fusion Echocardiography Improves Transoeosphageal LV Assessment. FIMH Kashif Rajpoot, Daniel Augustine, Christos Basagiannis, J. Alison Noble, Harald Becher, Paul Leeson
2011	—	`conf`	A fast and robust 3D ultrasound strain imaging algorithm for freehand scanning. ISBI Andrew Di Battista, J. Alison Noble
2011	B	`conf`	A novel local-phase method of automatic atlas construction in fetal ultrasound. Image Processing Sana Fathima, Sylvia Rueda, Aris T. Papageorghiou, J. Alison Noble
2011	—	`conf`	Automated Selection of Standardized Planes from Ultrasound Volume. MLMI Bahbibi Rahmatullah, Aris T. Papageorghiou, J. Alison Noble
2011	—	`conf`	Automated segmentation and alignment of mitotic nuclei for kymograph visualisation. ISBI Simon Li, James Wakefield, J. Alison Noble
2011	—	`conf`	Feature extraction and wall motion classification of 2D stress echocardiography with relevance vector machines. ISBI Kiryl Chykeyuk, David A. Clifton, J. Alison Noble
2011	—	`conf`	Feature extraction and wall motion classification of 2D stress echocardiography with support vector machines. Computer-Aided Diagnosis Kiryl Chykeyuk, David A. Clifton, J. Alison Noble
2011	—	`conf`	Improving the Classification Accuracy of the Classic RF Method by Intelligent Feature Selection and Weighted Voting of Trees with Application to Medical Image Segmentation. MLMI Mohammad Yaqub, M. Kassim Javaid, Cyrus Cooper, J. Alison Noble
2011	—	`conf`	Learning Optical Flow Propagation Strategies Using Random Forests for Fast Segmentation in Dynamic 2D & 3D Echocardiography. MLMI Michael Verhoek, Mohammad Yaqub, John McManigle, J. Alison Noble
2011	—	`conf`	Local Phase-Based Fuzzy Connectedness Segmentation of Ultrasound Images. MIUA Sylvia Rueda, Caroline L. Knight, Aris T. Papageorghiou, J. Alison Noble
2011	—	`conf`	Nakagami imaging with small windows. ISBI Aymeric Larrue, J. Alison Noble
2011	—	`conf`	Quality control of fetal ultrasound images: Detection of abdomen anatomical landmarks using AdaBoost. ISBI Bahbibi Rahmatullah, Ippokratis Sarris, Aris T. Papageorghiou, J. Alison Noble
2011	Misc	`conf`	Simultaneous Lesion Segmentation and Bias Correction in Breast Ultrasound Images. IbPRIA Gerard Pons, Joan Martí, Robert Marti, J. Alison Noble
2011	—	`conf`	Surface parameterisation of the utero/placental interface using 3D power doppler ultrasound. ISBI Gordon N. Stevenson, Sally L. Collins, Lawrence Impey, J. Alison Noble
2011	J	`jnl`	The evaluation of single-view and multi-view fusion 3D echocardiography using image-driven segmentation and tracking. Medical Image Anal. Kashif Rajpoot, Vicente Grau, J. Alison Noble, Harald Becher, Cezary Szmigielski
2011	J	`jnl`	Towards Treatment Planning for the Embolization of Arteriovenous Malformations of the Brain: Intranidal Hemodynamics Modeling. IEEE Trans. Biomed. Eng. Piotr Orlowski, Fahmi Al-Senani, Paul E. Summers, James V. Byrne, J. Alison Noble, Yiannis Ventikos
2011	—	`conf`	Tramline and NP windows estimation for enhanced unsupervised retinal vessel segmentation. ISBI Katherine Allen, Niranjan Joshi, J. Alison Noble
2010	—	`conf`	A Malignant Breast Carcinoma Size Assessment Using Multiple Orientation Axial, Lateral, and Shear Elastographies: The Second Stage of a Pilot Study. MIAR Ying Chi, Michael Brady, Ruth E. English, Junbo Li, J. Alison Noble
2010	—	`conf`	Accounting for changing overlap in variational image registration. ISBI Nathan D. Cahill, J. Alison Noble, David J. Hawkes
2010	B	`conf`	Elastic modulus imaging using optical flow and image registration. ICIP Robert Marti, J. Alison Noble
2010	B	`conf`	Extending the quadratic taxonomy of regularizers for nonparametric registration. Image Processing Nathan D. Cahill, J. Alison Noble, David J. Hawkes
2010	—	`conf`	Interpreting ultrasound elastography: image registration of breast cancer ultrasound elastography to histopathology images. ISBI Brian Chuang, Andriy Myronenko, Ruth E. English, J. Alison Noble
2010	B	`conf`	Multicontrast MRI registration of carotid arteries in atherosclerotic and normal subjects. Image Processing Luca Biasiolli, J. Alison Noble, Matthew D. Robson
2010	—	`conf`	Segmentation of 2D stress echocardiography sequences using rest-based patient-specific prior information. ISBI Adeala T. Zabair, J. Alison Noble
2010	—	`conf`	Toward a method for automatic grading of microscope human embryo images. ISBI Esmeraldo Santos Filho, J. Alison Noble, Dagan Wells
2009	—	`conf`	A Demons Algorithm for Image Registration with Locally Adaptive Regularization. MICCAI (1) Nathan D. Cahill, J. Alison Noble, David J. Hawkes
2009	—	`conf`	Demons Algorithms for Fluid and Curvature Registration. ISBI Nathan D. Cahill, J. Alison Noble, David J. Hawkes
2009	—	`conf`	Image-Driven Cardiac Left Ventricle Segmentation for the Evaluation of Multiview Fused Real-Time 3-Dimensional Echocardiography Images. MICCAI (1) Kashif Rajpoot, J. Alison Noble, Vicente Grau, Cezary Szmigielski, Harald Becher
2009	—	`conf`	Local-Phase Based 3D Boundary Detection Using Monogenic Signal and its Application to Real-Time 3-D Echocardiography Images. ISBI Kashif Rajpoot, Vicente Grau, J. Alison Noble
2009	—	`ed.`	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009, 12th International Conference, London, UK, September 20-24, 2009, Proceedings, Part I MICCAI (1) Guang-Zhong Yang, David J. Hawkes, Daniel Rueckert, J. Alison Noble, Christopher J. Taylor
2009	—	`ed.`	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009, 12th International Conference, London, UK, September 20-24, 2009, Proceedings, Part II MICCAI (2) Guang-Zhong Yang, David J. Hawkes, Daniel Rueckert, J. Alison Noble, Christopher J. Taylor
2009	—	`conf`	Multiview RT3D Echocardiography Image Fusion. FIMH Kashif Rajpoot, J. Alison Noble, Vicente Grau, Cezary Szmigielski, Harald Becher
2009	B	`conf`	Overlap invariance of cumulative residual entropy measures for multimodal image alignment. Image Processing Nathan D. Cahill, Julia A. Schnabel, J. Alison Noble, David J. Hawkes
2009	J	`jnl`	Probabilistic Models for Shapes as Continuous Curves. J. Math. Imaging Vis. Jeong-Gyoo Kim, J. Alison Noble, J. Michael Brady
2009	—	`conf`	Random Forest Classification for Automatic Delineation of Myocardium in Real-Time 3D Echocardiography. FIMH Victor S. Lempitsky, Michael Verhoek, J. Alison Noble, Andrew Blake
2008	—	`conf`	A Novel Explicit 2D+t Cyclic Shape Model Applied to Echocardiography. MICCAI (1) Ramón Casero, J. Alison Noble
2008	—	`conf`	Combining apical and parasternal views to improve motion estimation in real-time 3D echocardiographic sequences. ISBI Vicente Grau, Cezary Szmigielski, Harald Becher, J. Alison Noble
2008	C	`conf`	Discrete Wavelet Diffusion for Image Denoising. ICISP Kashif Rajpoot, Nasir M. Rajpoot, J. Alison Noble
2008	—	`conf`	Image-based simulation of brain arteriovenous malformation hemodynamics. ISBI Piotr Orlowski, J. Alison Noble, Yiannis Ventikos, James V. Byrne, Paul E. Summers
2008	—	`conf`	Investigating implicit shape representations for alignment of livers from serial CT examinations. ISBI Nathan D. Cahill, Grace Vesom, Lena Gorelick, Joanne Brady, J. Alison Noble, J. Michael Brady
2008	—	`conf`	Local wall motion classification of stress echocardiography using a Hidden Markov Model approach. ISBI Sarina Mansor, J. Alison Noble
2008	—	`conf`	Revisiting overlap invariance in medical image alignment. CVPR Workshops Nathan D. Cahill, Julia A. Schnabel, J. Alison Noble, David J. Hawkes
2008	—	`conf`	Segmentation of breast cancer masses in ultrasound using radio-frequency signal derived parameters and strain estimates. ISBI Etienne von Lavante, J. Alison Noble
2008	—	`conf`	Spatiotemporal Bayesian cell population tracking and analysis with lineage construction. ISBI Luke M. A. Beaumont, James Wakefield, J. Alison Noble
2008	—	`conf`	Vasculature segmentation of CT liver images using graph cuts and graph-based analysis. ISBI Hanno Homann, Grace Vesom, J. Alison Noble
2008	—	`conf`	Wall Motion Classification of Stress Echocardiography Based on Combined Rest-and-Stress Data. MICCAI (2) Sarina Mansor, Nicholas P. Hughes, J. Alison Noble
2007	—	`conf`	Adaptive Non-rigid Registration of Real Time 3D Ultrasound to Cardiovascular MR Images. IPMI Weiwei Zhang, J. Alison Noble, J. Michael Brady
2007	—	`conf`	Fast Fluid Registration with Dirichlet Boundary Conditions: A Transform-Based Approach. ISBI Nathan D. Cahill, J. Alison Noble, David J. Hawkes, Lawrence A. Ray
2007	A*	`conf`	Fourier Methods for Nonparametric Image Registration. CVPR Nathan D. Cahill, J. Alison Noble, David J. Hawkes
2007	—	`conf`	Improving the Contrast of Breast Cancer Masses in Ultrasound Using an Autoregressive Model Based Filter. MICCAI (1) Etienne von Lavante, J. Alison Noble
2007	J	`jnl`	Registration of Multiview Real-Time 3-D Echocardiographic Sequences. IEEE Trans. Medical Imaging Vicente Grau, Harald Becher, J. Alison Noble
2007	—	`conf`	Spatio-temporal Registration of Real Time 3D Ultrasound to Cardiovascular MR Sequences. MICCAI (1) Weiwei Zhang, J. Alison Noble, J. Michael Brady
2006	—	`conf`	Estimating a parametric model of temperature distribution from an ultrasound image sequence during HIFU therapy. ISBI Guoliang Ye, J. Alison Noble, Penny Probert Smith
2006	—	`conf`	Estimating cerebral blood flow from a rotational angiographic system. ISBI Abhisara A. Appaji, J. Alison Noble
2006	—	`conf`	Motion-guided anisotropic filtering of ultrasound sequences. ISBI Vicente Grau, J. Alison Noble
2006	—	`conf`	Phase-Based Registration of Multi-view Real-Time Three-Dimensional Echocardiographic Sequences. MICCAI (1) Vicente Grau, Harald Becher, J. Alison Noble
2006	—	`conf`	Real time 3-D ultrasound to MR cardiovascular image registration using a phase-based approach. ISBI Weiwei Zhang, J. Alison Noble, J. Michael Brady
2006	J	`jnl`	Ultrasound image segmentation: a survey. IEEE Trans. Medical Imaging J. Alison Noble, Djamal Boukerroui
2005	J	`jnl`	A Comparison of a Similarity-Based and a Feature-Based 2-D-3-D Registration Method for Neurointerventional Use. IEEE Trans. Medical Imaging Robert A. McLaughlin, John H. Hipwell, David J. Hawkes, J. Alison Noble, James V. Byrne, Tim C. S. Cox
2005	A	`conf`	Adaptive Multiscale Ultrasound Compounding Using Phase Information. MICCAI Vicente Grau, J. Alison Noble
2005	—	`conf`	Cardiology Meets Image Analysis: Just an Application or Can Image Analysis Usefully Impact Cardiology Practice?. CVBIA J. Alison Noble
2005	—	`conf`	Tissue Perfusion Diagnostic Classification Using a Spatio-temporal Analysis of Contrast Ultrasound Image Sequences. IPMI Quentin R. Williams, J. Alison Noble, Alexander Ehlgen, Harald Becher
2004	—	`conf`	A Spatio-temporal Analysis of Contrast Ultrasound Image Sequences for Assessment of Tissue Perfusion. MICCAI (2) Quentin R. Williams, J. Alison Noble
2004	—	`conf`	A Study of Pressure-Dependent Attenuation In Ultrasound Contrast Imaging. ISBI Meng-Xing Tang, J. Alison Noble, Robert J. Eckersley
2004	J	`jnl`	On the Choice of Band-Pass Quadrature Filters. J. Math. Imaging Vis. Djamal Boukerroui, J. Alison Noble, Michael Brady
2004	J	`jnl`	Special Section: Selection of Papers From IPMI 2003. IEEE Trans. Medical Imaging Christopher J. Taylor, J. Alison Noble
2004	J	`jnl`	Vascular segmentation of phase contrast magnetic resonance angiograms based on statistical mixture modeling and local phase coherence. IEEE Trans. Medical Imaging Albert C. S. Chung, J. Alison Noble, Paul E. Summers
2003	—	`conf`	Automatic Planning of the Acquisition of Cardiac MR Images. MICCAI (1) Clare Jackson, Matthew D. Robson, Jane Francis, J. Alison Noble
2003	—	`ed.`	Information Processing in Medical Imaging, 18th International Conference, IPMI 2003, Ambleside, UK, July 20-25, 2003, Proceedings IPMI Christopher J. Taylor, J. Alison Noble
2003	J	`jnl`	Intensity based 2D-3D registration of cerebral angiograms. IEEE Trans. Medical Imaging John H. Hipwell, Graeme P. Penney, Robert A. McLaughlin, Kawal S. Rhode, Paul E. Summers, Tim C. S. Cox, James V. Byrne, J. Alison Noble, David J. Hawkes
2003	J	`jnl`	MAP MRF joint segmentation and registration of medical images. Medical Image Anal. Paul P. Wyatt, J. Alison Noble
2003	J	`jnl`	Segmentation of ultrasound images--multiresolution 2D and 3D algorithm based on global and local statistics. Pattern Recognit. Lett. Djamal Boukerroui, Atilla Baskurt, J. Alison Noble, Olivier Basset
2003	—	`conf`	Velocity Estimation in Ultrasound Images: A Block Matching Approach. IPMI Djamal Boukerroui, J. Alison Noble, Michael Brady
2003	—	`conf`	Volume Reconstruction from Sparse 3D Ultrasonography. MICCAI (2) Mark J. Gooding, Stephen Kennedy, J. Alison Noble
2002	J	`jnl`	3D Freehand Echocardiography for Automatic Left Ventricle Reconstruction and Analysis based on Multiple Acoustic Windows. IEEE Trans. Medical Imaging Xujiong Ye, J. Alison Noble, David Atkinson
2002	—	`conf`	A Comparison of 2D-3D Intensity-Based Registration and Feature-Based Registration for Neurointerventions. MICCAI (2) Robert A. McLaughlin, John H. Hipwell, David J. Hawkes, J. Alison Noble, James V. Byrne, Tim C. S. Cox
2002	J	`jnl`	A shape-space based approach to tracking myocardial borders and quantifying regional left ventricular function applied in echocardiography. IEEE Trans. Medical Imaging Gary Jacob, J. Alison Noble, Christian P. Behrenbruch, Andrew D. Kelion, Adrian P. Banning
2002	J	`jnl`	Automated 3D Echocardiography Analysis Compared with Manual Delineations and SPECT MUGA. IEEE Trans. Medical Imaging Gerardo I. Sanchez-Ortiz, Gabriel J. T. Wright, Nigel J. Clarke, Jérôme Declerck, Adrian P. Banning, J. Alison Noble
2002	—	`conf`	Demarcation of Aneurysms Using the Seed and Cull Algorithm. MICCAI (1) Robert A. McLaughlin, J. Alison Noble
2002	J	`jnl`	Fusing speed and phase information for vascular segmentation of phase contrast MR angiograms. Medical Image Anal. Albert C. S. Chung, J. Alison Noble, Paul E. Summers
2002	—	`conf`	High resolution segmentation of MR images of mouse heart chambers based on a partial-pixel effect and EM algorithm. ISBI Xujiong Ye, J. Alison Noble
2002	—	`conf`	MAP MRF Joint Segmentation and Registration. MICCAI (1) Paul P. Wyatt, J. Alison Noble
2002	—	`conf`	Non-invasive Measurement of Biomechanical Properties of in vivo Soft Tissues. MICCAI (1) Lianghao Han, Michael Burcher, J. Alison Noble
2002	J	`jnl`	Non-rigid registration of 3-D free-hand ultrasound images of the breast. IEEE Trans. Medical Imaging Guofang Xiao, J. Michael Brady, J. Alison Noble, Michael Burcher, Ruth E. English
2002	J	`jnl`	Segmentation of Ultrasound B-mode Images with Intensity Inhomogeneity Correction. IEEE Trans. Medical Imaging Guofang Xiao, Michael Brady, J. Alison Noble, Yongyue Zhang
2002	—	`conf`	The elastic reconstruction of soft tissues. ISBI Lianghao Han, J. Alison Noble, Michael Burcher
2001	A	`conf`	3D Freehand Echocardiography for Automatic Left Ventricle Reconstruction and Analysis Based on Multiple Acoustic Windows. MICCAI Xujiong Ye, J. Alison Noble, Jérôme Declerck
2001	—	`conf`	3D Vascular Segmentation Using MRA Statistics and Velocity Field Information in PC-MRA. IPMI Albert C. S. Chung, J. Alison Noble, Paul E. Summers, Michael Brady
2001	—	`conf`	Feature Enhancement in Low Quality Images with Application to Echocardiography. IPMI Djamal Boukerroui, J. Alison Noble, Michael Brady
2001	—	`conf`	Non-rigid registration in 3D free-hand ultrasound imaging of the breast. CARS Guofang Xiao, Michael Brady, J. Alison Noble, Michael Burcher, Ruth E. English
2000	J	`jnl`	2D+T acoustic boundary detection in echocardiography. Medical Image Anal. Miguel Mulet-Parada, J. Alison Noble
2000	B	`conf`	A Quick 3D-2D Registration Method for a Wide-Range of Applications. ICPR Yasuyo Kita, Nobuyuki Kita, Dale L. Wilson, J. Alison Noble
2000	A	`conf`	Automating 3D Echocardiographic Image Analysis. MICCAI Gerardo I. Sanchez-Ortiz, Jérôme Declerck, Miguel Mulet-Parada, J. Alison Noble
2000	B	`conf`	Contrast enhancement and segmentation of ultrasound images: a statistical method. Image Processing Guofang Xiao, J. Michael Brady, J. Alison Noble, Yongyue Zhang
2000	A	`conf`	Fusing Speed and Phase Information for Vascular Segmentation in Phase Contrast MR Angiograms. MICCAI Albert C. S. Chung, J. Alison Noble, Paul E. Summers
1999	J	`jnl`	An adaptive segmentation algorithm for time-of-flight MRA data. IEEE Trans. Medical Imaging Dale L. Wilson, J. Alison Noble
1999	J	`jnl`	Determining X-ray Projections for Coil Treatments of Intracranial Aneurysms. IEEE Trans. Medical Imaging Dale L. Wilson, Duncan Royston, J. Alison Noble, James V. Byrne
1999	J	`jnl`	Evaluating a robust contour tracker on echocardiographic sequences. Medical Image Anal. Gary Jacob, J. Alison Noble, Miguel Mulet-Parada, Andrew Blake
1999	J	`jnl`	Medical image analysis: Foreword. Medical Image Anal. Christopher J. Taylor, J. Alison Noble
1999	A	`conf`	Segmentation of Echocardiographic Data. Multiresolution 2D and 3D Algorithm Based on Grey Level Statistics. MICCAI Djamal Boukerroui, Olivier Basset, Atilla Baskurt, J. Alison Noble
1999	A	`conf`	Statistical 3D Vessel Segmentation Using a Rician Distribution. MICCAI Albert C. S. Chung, J. Alison Noble
1998	A	`conf`	2D+T Acoustic Boundary Detection in Echocardiography. MICCAI Miguel Mulet-Parada, J. Alison Noble
1998	A	`conf`	Automatically Finding Optimal Working Projections for the Endovascular Coiling of Intracranial Aneurysms. MICCAI Dale L. Wilson, J. Alison Noble, Duncan Royston, James V. Byrne
1998	A*	`conf`	Exhaustive Detection of Manufacturing Flaws as Abnormalities. CVPR Van-Duc Nguyen, J. Alison Noble, Joseph L. Mundy, John Janning, Joseph Ross
1998	J	`jnl`	High precision X-ray stereo for automated 3D CAD-based inspection. IEEE Trans. Robotics Autom. J. Alison Noble, Rajiv Gupta, Joseph L. Mundy, Andrea Schmitz, Richard I. Hartley
1998	A	`conf`	Real-Time Registration of 3D Cerebral Vessels to X-ray Angiograms. MICCAI Yasuyo Kita, Dale L. Wilson, J. Alison Noble
1998	A*	`conf`	Robust Contour Tracking in Echocardiographic Sequences. ICCV Gary Jacob, J. Alison Noble, Andrew Blake
1997	J	`jnl`	On Computing Aspect Graphs of Smooth Shapes from Volumetric Data. Comput. Vis. Image Underst. J. Alison Noble, Dale L. Wilson, Jean Ponce
1997	A	`conf`	Robust Contour Tracking in Echocardiographic Sequences. BMVC Gary Jacob, J. Alison Noble, Andrew Blake
1997	—	`conf`	Segmentation of Cerebral Vessels and Aneurysms from MR Angiography Data. IPMI Dale L. Wilson, J. Alison Noble
1996	J	`jnl`	The Effect of Morphological Filters on Texture Boundary Localization. IEEE Trans. Pattern Anal. Mach. Intell. J. Alison Noble
1995	A*	`conf`	CAD-Based Inspection Using X-Ray Stereo. ICRA J. Alison Noble, Rajiv Gupta, Joseph L. Mundy, Andrea Schmitz, Richard I. Hartley, W. Hoffman
1995	—	`conf`	Camera calibration for 2.5-D X-ray metrology. ICIP (3) Rajiv Gupta, J. Alison Noble, Richard I. Hartley, Joseph L. Mundy, Andrea Schmitz
1995	J	`jnl`	From inspection to process understanding and monitoring: a view on computer vision in manufacturing. Image Vis. Comput. J. Alison Noble
1995	—	`conf`	On reconstructing Curved Object Boundaries from Sparse Sets of X-Ray Images. CVRMed Steve Sullivan, J. Alison Noble, Jean Ponce
1995	A	`conf`	Uncalibrated X-Ray Stereo Reconstruction. BMVC Dan Talmage, J. Alison Noble, Andrew Zisserman
1994	—	`conf`	Quantitative Measurement of Manufactured Diamond Shape. ECCV (1) Richard I. Hartley, J. Alison Noble, James Grande, Jane Liu
1994	A*	`conf`	X-Ray Metrology for Quality Assurance. ICRA J. Alison Noble, Richard I. Hartley, Joseph L. Mundy, J. Farley
1993	A*	`conf`	Toward template-based tolerancing from a Bayesian viewpoint. CVPR J. Alison Noble, Joe L. Mundy
1992	A*	`conf`	An object-oriented approach to template guided visual inspection. CVPR Joseph L. Mundy, J. Alison Noble, Constantinos Marinos, Van-Duc Nguyen, Aaron Heller, J. Farley, A. T. Tran
1992	J	`jnl`	Finding half boundaries and junctions in images. Image Vis. Comput. J. Alison Noble
1992	J	`jnl`	Images as functions and sets. Image Vis. Comput. J. Alison Noble
1992	A*	`conf`	Template Guided Visual Inspection. ECCV J. Alison Noble, Van-Duc Nguyen, Constantinos Marinos, A. T. Tran, J. Farley, Kristina Hedengren, Joseph L. Mundy
1989	—	`conf`	Estimating Asymmetric Noise. Alvey Vision Conference J. Alison Noble, Michael Brady
1988	J	`jnl`	Finding corners. Image Vis. Comput. J. Alison Noble
1988	—	`conf`	Morphological Feature Detection. Alvey Vision Conference J. Alison Noble
1988	A*	`conf`	Morphological Feature Detection. ICCV J. Alison Noble
1987	—	`conf`	Finding Corners. Alvey Vision Conference J. Alison Noble