Nicola K. Dinsdale

32 papers A* 1A 1Journal 17Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Benchmarks of IUGC: Rethinking Requirements of Deep Learning Methods for Intrapartum Ultrasound Biometry from Fetal Ultrasound Videos. CoRR Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xian, Hongxing Lin, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li
2026	J	`jnl`	Beyond benchmarks of IUGC: Rethinking requirements of deep learning method for intrapartum ultrasound biometry from fetal ultrasound videos. Medical Image Anal. Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Tom Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xia, Hongxing Li, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li
2025	J	`jnl`	Automated Fetal Biometry Assessment with Deep Ensembles using Sparse-Sampling of 2D Intrapartum Ultrasound Images. CoRR Jayroop Ramesh, Valentin Bacher, Mark C. Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale
2025	—	`conf`	Exploring Test Time Adaptation for Subcortical Segmentation of the Fetal Brain in 3D Ultrasound. ISBI Joshua Omolegan, Pak-Hei Yeung, Madeleine K. Wyburd, Linde S. Hesse, Monique C. Haak, Ana I. L. Namburete, Nicola K. Dinsdale
2025	J	`jnl`	Exploring Test Time Adaptation for Subcortical Segmentation of the Fetal Brain in 3D Ultrasound. CoRR Joshua Omolegan, Pak-Hei Yeung, Madeleine K. Wyburd, Linde S. Hesse, Monique C. Haak, INTERGROWTH-21 Consortium, Ana I. L. Namburete, Nicola K. Dinsdale
2025	—	`conf`	Unsupervised Domain Adaptation via Content Alignment for Hippocampus Segmentation. ICCVW Hoda Kalabizadeh, Ludovica Griffanti, Pak-Hei Yeung, Ana I. L. Namburete, Nicola K. Dinsdale, Konstantinos Kamnitsas
2025	J	`jnl`	Unsupervised Domain Adaptation via Content Alignment for Hippocampus Segmentation. CoRR Hoda Kalabizadeh, Ludovica Griffanti, Pak-Hei Yeung, Ana I. L. Namburete, Nicola K. Dinsdale, Konstantinos Kamnitsas
2024	J	`jnl`	Anatomically plausible segmentations: Explicitly preserving topology through prior deformations. Medical Image Anal. Madeleine K. Wyburd, Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2024	—	`conf`	Automated Fetal Biometry Assessment with Deep Ensembles Using Sparse-Sampling of 2D Intrapartum Ultrasound Images. IUGC@MICCAI Jayroop Ramesh, Valentin Bacher, Mark C. Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale
2024	—	`conf`	Automated Quality Assessment Using Appearance-Based Simulations and Hippocampus Segmentation on Low-Field Paediatric Brain MR Images. LISA@MICCAI Vaanathi Sundaresan, Nicola K. Dinsdale
2024	J	`jnl`	Automated quality assessment using appearance-based simulations and hippocampus segmentation on low-field paediatric brain MR images. CoRR Vaanathi Sundaresan, Nicola K. Dinsdale
2024	—	`conf`	Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos. MICCAI (1) Jayroop Ramesh, Nicola K. Dinsdale, Pak-Hei Yeung, Ana I. L. Namburete
2024	J	`jnl`	Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos. CoRR Jayroop Ramesh, Nicola K. Dinsdale, INTERGROWTH-21 Consortium, Pak-Hei Yeung, Ana I. L. Namburete
2024	—	`conf`	Is Your Style Transfer Doing Anything Useful? An Investigation into Hippocampus Segmentation and the Role of Preprocessing. MLCN@MICCAI Hoda Kalabizadeh, Ludovica Griffanti, Pak-Hei Yeung, Natalie Voets, Grace Gillis, Clare Mackay, Ana I. L. Namburete, Nicola K. Dinsdale, Konstantinos Kamnitsas
2024	A	`conf`	Prototype Learning for Explainable Brain Age Prediction. WACV Linde S. Hesse, Nicola K. Dinsdale, Ana I. L. Namburete
2023	J	`jnl`	Prototype Learning for Explainable Regression. CoRR Linde S. Hesse, Nicola K. Dinsdale, Ana I. L. Namburete
2023	A*	`conf`	SFHarmony: Source Free Domain Adaptation for Distributed Neuroimaging Analysis. ICCV Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2023	J	`jnl`	SFHarmony: Source Free Domain Adaptation for Distributed Neuroimaging Analysis. CoRR Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2022	—	`conf`	FedHarmony: Unlearning Scanner Bias with Distributed Data. MICCAI (8) Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2022	J	`jnl`	FedHarmony: Unlearning Scanner Bias with Distributed Data. CoRR Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2022	—	`conf`	Omni-Supervised Domain Adversarial Training for White Matter Hyperintensity Segmentation in the UK Biobank. ISBI Vaanathi Sundaresan, Nicola K. Dinsdale, Mark Jenkinson, Ludovica Griffanti
2022	J	`jnl`	STAMP: Simultaneous Training and Model Pruning for low data regimes in medical image segmentation. Medical Image Anal. Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2021	J	`jnl`	Challenges for machine learning in clinical translation of big data imaging studies. CoRR Nicola K. Dinsdale, Emma Bluemke, Vaanathi Sundaresan, Mark Jenkinson, Stephen M. Smith, Ana I. L. Namburete
2021	J	`jnl`	Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images. Medical Image Anal. Vaanathi Sundaresan, Giovanna Zamboni, Nicola K. Dinsdale, Peter M. Rothwell, Ludovica Griffanti, Mark Jenkinson
2021	J	`jnl`	Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal. NeuroImage Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2021	J	`jnl`	Learning patterns of the ageing brain in MRI using deep convolutional networks. NeuroImage Nicola K. Dinsdale, Emma Bluemke, Stephen M. Smith, Zobair Arya, Diego Vidaurre, Mark Jenkinson, Ana I. L. Namburete
2021	—	`conf`	TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in Segmentations. MICCAI (1) Madeleine K. Wyburd, Nicola K. Dinsdale, Ana I. L. Namburete, Mark Jenkinson
2021	J	`jnl`	TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in Segmentations. CoRR Madeleine K. Wyburd, Nicola K. Dinsdale, Ana I. L. Namburete, Mark Jenkinson
2020	—	`conf`	A 2-Step Deep Learning Method with Domain Adaptation for Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Magnetic Resonance Segmentation. M&Ms and EMIDEC/STACOM@MICCAI Jorge Corral Acero, Vaanathi Sundaresan, Nicola K. Dinsdale, Vicente Grau, Mark Jenkinson
2020	—	`conf`	Unlearning Scanner Bias for MRI Harmonisation in Medical Image Segmentation. MIUA Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2020	—	`conf`	Unlearning Scanner Bias for MRI Harmonisation. MICCAI (2) Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2019	—	`conf`	Spatial Warping Network for 3D Segmentation of the Hippocampus in MR Images. MICCAI (3) Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete