Irina Voiculescu

75 papers A* 1A 2B 5C 1Misc 1Journal 31Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automated Landmark Detection for assessing hip conditions: A Cross-Modality Validation of MRI versus X-ray. CoRR Roberto Di Via, Vito Paolo Pastore, Francesca Odone, Siôn Glyn-Jones, Irina Voiculescu
2026	J	`jnl`	PLESS: Pseudo-Label Enhancement with Spreading Scribbles for Weakly Supervised Segmentation. CoRR Yeva Gabrielyan, Varduhi Yeghiazaryan, Irina Voiculescu
2026	J	`jnl`	Reg4Pru: Regularisation Through Random Token Routing for Token Pruning. CoRR Julian Wyatt, Ronald Clark, Irina Voiculescu
2025	—	`conf`	A Handful of Data: Evaluating Few-Shot Incremental Landmark Detection. ICIAP (2) Nikil Patel, Allison Clement, Julian Wyatt, Roberto Di Via, Davide Marinelli, Massimiliano Ciranni, Vito Paolo Pastore, Irina Voiculescu
2025	—	`conf`	Are X-Ray Landmark Detection Models Fair? A Preliminary Assessment and Mitigation Strategy. ICCVW Roberto Di Via, Massimiliano Ciranni, Davide Marinelli, Allison Clement, Nikil Patel, Julian Wyatt, Francesca Odone, Matteo Santacesaria, Irina Voiculescu, Vito Paolo Pastore
2025	—	`conf`	Confidence in Angle Predictions for Clinical Decision Support. MICCAI (15) Allison Clement, James Willoughby, Irina Voiculescu
2025	J	`jnl`	MUPAX: Multidimensional Problem Agnostic eXplainable AI. CoRR Vincenzo Dentamaro, Felice Franchini, Giuseppe Pirlo, Irina Voiculescu
2025	J	`jnl`	Parallel watershed partitioning: GPU-based hierarchical image segmentation. J. Parallel Distributed Comput. Varduhi Yeghiazaryan, Yeva Gabrielyan, Irina Voiculescu
2025	—	`conf`	Quantifying Inter-Operator Variability and its Causes for Medical Semantic Segmentation. ICCVW Sophie Fischer, Irina Voiculescu
2025	—	`conf`	Semantic Segmentation with Spreading Scribbles. MIUA (3) Yeva Gabrielyan, Varduhi Yeghiazaryan, Irina Voiculescu
2024	J	`jnl`	Entropy Bootstrapping for Weakly Supervised Nuclei Detection. CoRR James Willoughby, Irina Voiculescu
2024	—	`conf`	Hairy Ground Truth Enhancement for Semantic Segmentation. CVPR Workshops Sophie Fischer, Irina Voiculescu
2024	—	`conf`	Improving Automated Ultrasound Infant Hip Screening Using an Integrated Clinical Classification Loss. MIUA (2) Allison Clement, Abhinav Singh, Daniel C. Perry, Irina Voiculescu
2024	—	`conf`	Landmark-Based Screening: Femoral Head Coverage and Graf Classification in Infant Developmental Dysplasia of the Hip. ECCV Workshops (22) Allison Clement, Abhinav Singh, Irina Voiculescu
2024	J	`jnl`	Optimising for the Unknown: Domain Alignment for Cephalometric Landmark Detection. CoRR Julian Wyatt, Irina Voiculescu
2024	J	`jnl`	Parallel Watershed Partitioning: GPU-Based Hierarchical Image Segmentation. CoRR Varduhi Yeghiazaryan, Yeva Gabrielyan, Irina Voiculescu
2024	J	`jnl`	Runtime Freezing: Dynamic Class Loss for Multi-Organ 3D Segmentation. CoRR James Willoughby, Irina Voiculescu
2024	—	`conf`	Runtime Freezing: Dynamic Class Loss for Multi-Organ 3d Segmentation. ISBI James Willoughby, Irina Voiculescu
2024	J	`jnl`	Salt & Pepper Heatmaps: Diffusion-informed Landmark Detection Strategy. CoRR Julian Wyatt, Irina Voiculescu
2024	—	`conf`	Super-Trustscore: Reliable Failure Detection for Automated Skin Lesion Diagnosis. ISBI Junayed Naushad, Irina Voiculescu
2023	—	`conf`	Exigent Examiner and Mean Teacher: An Advanced 3D CNN-Based Semi-Supervised Brain Tumor Segmentation Framework. MILLanD@MICCAI Ziyang Wang, Irina Voiculescu
2023	J	`jnl`	Federated Partially Supervised Learning With Limited Decentralized Medical Images. IEEE Trans. Medical Imaging Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu, Eric P. Xing
2023	—	`conf`	Infant Hip Screening Using Multi-Class Ultrasound Scan Segmentation. ISBI Andrew Stamper, Abhinav Singh, James McCouat, Irina Voiculescu
2023	—	`conf`	Weakly Supervised Medical Image Segmentation Through Dense Combinations of Dense Pseudo-Labels. DEMI@MICCAI Ziyang Wang, Irina Voiculescu
2022	—	`conf`	An Uncertainty-Aware Transformer for MRI Cardiac Semantic Segmentation via Mean Teachers. MIUA Ziyang Wang, Jian-Qing Zheng, Irina Voiculescu
2022	B	`conf`	Computationally-Efficient Vision Transformer for Medical Image Semantic Segmentation Via Dual Pseudo-Label Supervision. ICIP Ziyang Wang, Nanqing Dong, Irina Voiculescu
2022	A*	`conf`	Contour-Hugging Heatmaps for Landmark Detection. CVPR James McCouat, Irina Voiculescu
2022	J	`jnl`	Infant hip screening using multi-class ultrasound scan segmentation. CoRR Andrew Stamper, Abhinav Singh, James McCouat, Irina Voiculescu
2022	—	`conf`	Learning Underrepresented Classes from Decentralized Partially Labeled Medical Images. MICCAI (8) Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu
2022	J	`jnl`	Learning Underrepresented Classes from Decentralized Partially Labeled Medical Images. CoRR Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu
2022	J	`jnl`	Negational symmetry of quantum neural networks for binary pattern classification. Pattern Recognit. Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu, Eric P. Xing
2022	B	`conf`	Parallel Partitioning: Path Reducing and Union-Find Based Watershed for the GPU. ICIP Yeva Gabrielyan, Varduhi Yeghiazaryan, Irina Voiculescu
2022	—	`conf`	Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity. CVPR Workshops Nanqing Dong, Jiayi Wang, Irina Voiculescu
2022	J	`jnl`	Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity. CoRR Nanqing Dong, Jiayi Wang, Irina Voiculescu
2022	J	`jnl`	Towards robust partially supervised multi-structure medical image segmentation on small-scale data. Appl. Soft Comput. Nanqing Dong, Michael Kampffmeyer, Xiaodan Liang, Min Xu, Irina Voiculescu, Eric P. Xing
2022	—	`conf`	Triple-View Feature Learning for Medical Image Segmentation. REMIA@MICCAI Ziyang Wang, Irina Voiculescu
2022	J	`jnl`	Triple-View Feature Learning for Medical Image Segmentation. CoRR Ziyang Wang, Irina Voiculescu
2021	—	`conf`	A Single RGB Camera Based Gait Analysis With A Mobile Tele-Robot For Healthcare. EMBC Ziyang Wang, Fani Deligianni, Irina Voiculescu, Guang-Zhong Yang
2021	—	`conf`	Automatically Diagnosing HIP Conditions from X-Rays using Landmark Detection. ISBI James McCouat, Irina Voiculescu, Siôn Glyn-Jones
2021	—	`conf`	Bridging the Discipline Gap: Towards Improving Heritage and Computer Graphics Research Collaboration. GCH Jassim Happa, Taylor Bennett, Stefano Gogioso, Irina Voiculescu, David Howell, Sally Crawford, Katharina Ulmschneider, Christopher Ramsey
2021	J	`jnl`	Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Anal. Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
2021	—	`conf`	Dopnet: Densely Oriented Pooling Network For Medical Image Segmentation. ISBI Mourad Gridach, Irina Voiculescu
2021	—	`conf`	Federated Contrastive Learning for Decentralized Unlabeled Medical Images. MICCAI (3) Nanqing Dong, Irina Voiculescu
2021	J	`jnl`	Federated Contrastive Learning for Decentralized Unlabeled Medical Images. CoRR Nanqing Dong, Irina Voiculescu
2021	J	`jnl`	Negational Symmetry of Quantum Neural Networks for Binary Pattern Classification. CoRR Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu, Eric P. Xing
2021	—	`conf`	Quadruple Augmented Pyramid Network for Multi-class COVID-19 Segmentation via CT. EMBC Ziyang Wang, Irina Voiculescu
2021	A	`conf`	Quantum Unsupervised Domain Adaptation: Does Entanglement Help? BMVC Nanqing Dong, Michael C. Kampffmeyer, Irina Voiculescu
2021	B	`conf`	RAR-U-NET: A Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation Under Noisy Labels. ICIP Ziyang Wang, Zhengdong Zhang, Irina Voiculescu
2021	—	`conf`	Self-supervised Multi-task Representation Learning for Sequential Medical Images. ECML/PKDD (3) Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu
2020	J	`jnl`	A Single RGB Camera Based Gait Analysis with a Mobile Tele-Robot for Healthcare. CoRR Ziyang Wang, Fani Deligianni, Qi Liu, Irina Voiculescu, Guang-Zhong Yang
2020	J	`jnl`	A translational pathway of deep learning methods in GastroIntestinal Endoscopy. CoRR Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
2020	J	`jnl`	Deep Learning in Medical Ultrasound Image Segmentation: a Review. CoRR Ziyang Wang, Zhengdong Zhang, Jian-Qing Zheng, Baoru Huang, Irina Voiculescu, Guang-Zhong Yang
2020	—	`conf`	OXENDONET: A Dilated Convolutional Neural Networks For Endoscopic Artefact Segmentation. EndoCV@ISBI Mourad Gridach, Irina Voiculescu
2020	J	`jnl`	RRA-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels. CoRR Ziyang Wang, Zhengdong Zhang, Irina Voiculescu
2020	J	`jnl`	Simplifying TugGraph using zipping algorithms. Pattern Recognit. Stuart Golodetz, Anurag Arnab, Irina Voiculescu, Stephen Cameron
2020	J	`jnl`	Towards Robust Medical Image Segmentation on Small-Scale Data with Incomplete Labels. CoRR Nanqing Dong, Michael Kampffmeyer, Xiaodan Liang, Min Xu, Irina Voiculescu, Eric P. Xing
2018	A	`conf`	Path Reducing Watershed for the GPU. WACV Varduhi Yeghiazaryan, Irina Voiculescu
2017	—	`conf`	Avenues for the Use of Cellular Automata in Image Segmentation. EvoApplications (1) Laura Diosan, Anca Andreica, Imre Boros, Irina Voiculescu
2017	—	`conf`	Boundary overlap for medical image segmentation evaluation. Image-Guided Procedures Varduhi Yeghiazaryan, Irina Voiculescu
2017	—	`conf`	Interpolation of 3D slice volume data for 3D printing. Image-Guided Procedures Samuel Littley, Irina Voiculescu
2017	J	`jnl`	Simpler editing of graph-based segmentation hierarchies using zipping algorithms. Pattern Recognit. Stuart Golodetz, Irina Voiculescu, Stephen Cameron
2016	B	`conf`	Automated 3D renal segmentation based on image partitioning. Image Processing Varduhi Yeghiazaryan, Irina Voiculescu
2016	Misc	`conf`	Parameterized Cellular Automata in Image Segmentation. SYNASC Anca Andreica, Laura Diosan, Irina Voiculescu
2016	—	`conf`	Unsupervised segmentation of MRI knees using image partition forests. Biomedical Applications in Molecular, Structural, and Functional Imaging Marija Marcan, Irina Voiculescu
2015	—	`conf`	Towards Robot-Assisted Rehabilitation of Upper Limb Dysfunction. RAAD Irina Voiculescu, Stephen Cameron, Manfred Zabarauskas, Piotr Kozlowski
2014	J	`jnl`	Two tree-based methods for the waterfall. Pattern Recognit. Stuart Golodetz, C. Nicholls, Irina Voiculescu, Stephen Cameron
2013	J	`jnl`	Doing a Good Turn: The Use of Quaternions for Rotation in Molecular Docking. J. Chem. Inf. Model. Gwyn S. Skone, Stephen Cameron, Irina Voiculescu
2011	—	`conf`	Empirical study of an evaluation-based subdivision algorithm for complex root isolation. SNC Narayan Kamath, Irina Voiculescu, Chee K. Yap
2009	B	`conf`	Creating Transformations for Matrix Obfuscation. SAS Stephen Drape, Irina Voiculescu
2009	J	`jnl`	Knowing when to give up: early-rejection stratagems in ligand docking. J. Comput. Aided Mol. Des. Gwyn S. Skone, Irina Voiculescu, Stephen Cameron
2008	—	`conf`	Region analysis of abdominal CT scans using image partition forests. CSTST Stuart Golodetz, Irina Voiculescu, Stephen Cameron
2007	—	`conf`	A Proposed Decision-Support System for (Renal) Cancer Imaging. FBIT Stuart Golodetz, Irina Voiculescu, Stephen Cameron
2002	J	`jnl`	Comparison of interval methods for plotting algebraic curves. Comput. Aided Geom. Des. Ralph R. Martin, Huahao Shou, Irina Voiculescu, Adrian Bowyer, Guojin Wang
2000	C	`conf`	Interval Methods in Geometric Modeling. GMP Adrian Bowyer, Jakob Berchtold, David Eisenthal, Irina Voiculescu, Kevin D. Wise
2000	—	`conf`	Interval and Affine Arithmetic for Surface Location of Power- and Bernstein-Form Polynomials. IMA Conference on the Mathematics of Surfaces Irina Voiculescu, Jakob Berchtold, Adrian Bowyer, Ralph R. Martin, Qijiang Zhang