SO
Sebastien Ourselin
cs.CVeess.IVcs.LGMagnetic Resonance ImagingAlgorithmscs.AIMRICOVID-19Artificial IntelligenceDeep learning
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
816 papers in the corpus · 2002–2026High-Precision RCM Motion for Ophthalmic Robotics via Hierarchical QP Control and Authority-Guided Recovery Planning2610.27905v1 · Huanyu Tian, Adriana Namour, Lingyun Zeng et al.2026 · 0 citationsarXiv
Photoacoustic-guided reflection-mode wavefront shaping through dynamic biological tissue2610.20237v1 · Xuan Liu, Sacha Noimark, Wenfeng Xia et al.2026 · 0 citationsarXiv
Diffusion-Based Quality Control of Medical Image Segmentations Across Organs.42467579 · Marciano, Vincenzo, Chaptoukaev, Hava, Fernandez, Virginia et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(10):5072-5083
Making Cross-Continental Federated Learning Repeatable with FLIP: a Multi-Application Study2609.36001v1 · Rafael Garcia-Dias, Alexandre Triay Bagur, Chayanin Tangwiriyasakul et al.2026 · 0 citationsarXiv
From pre- to intra-operative MRI: predicting brain shift in temporal lobe resection for epilepsy surgery.42791435 · Peng, Jingjing, Fiore, Giorgio, Liu, Yang et al.2026 · 1 citationInternational journal of computer assisted radiology and surgery. 2026
Progressive Experience Fusion for Multi-Task World Model Control in Endovascular Navigation2608.18647v1 · Harry Robertshaw, Maxence Boels, Nikola Fischer et al.2026 · 0 citationsarXiv
Large-scale AI-guided liver malignancy diagnosis: multicenter study and a single-arm trial.42618635 · Zhang, Xiaoming, Li, Chunli, Han, Xu et al.2026 · 1 citationNature medicine. 2026;32(10):3717-3729
Artificial intelligence in robotic urologic surgery: a scoping review.42613394 · Cei, Francesco, Arang, Hossein, Layne, Ethan et al.2026 · 0 citationsWorld journal of urology. 2026;44(1)
MambaX-Net: Dual-input Mamba-enhanced Cross-Attention network for longitudinal prostate MRI segmentation.42617313 · Yahathugoda, Yovin, Prezzi, Davide, Gutierrez, Patricia A et al.2026 · 0 citationsMedical image analysis. 2026;114:104251
Scalar position characteristics and translocation rates of different lateral wall electrodes within the cochlear basal turn: a cone beam computed tomography study.42562903 · Pai, Irumee, Rondi, Paolo, Morley, Isobel et al.2026 · 0 citationsEuropean archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery. 2026;283(10):6379-6390
Eversion-based robots can enable safe access,steering and endoscopic imaging within the spinal subarachnoid space2607.19274v1 · Zicong Wu, Panagiotis Kalozoumis, S.M.Hadi Sadati et al.2026 · 0 citationsarXiv
Metadata Supervised Imaging Representations for Modelling and Controlling Acquisition Variability2607.11295v2 · Mehmet Yigit Avci, Pedro Borges, Virginia Fernandez et al.2026 · 0 citationsarXiv
Cross Domain Self-Prompting SAM2 for Intraoperative OCT Video Segmentation.42412657 · Zhao, Minghan, Zhang, Gongyu, Komninos, Charalampos et al.2026 · 0 citationsIEEE journal of biomedical and health informatics. 2026;PP
Evaluation of surface roughness of titanium implants on human fibroblast cells.42230665 · Hamadani, Maleeha Al, Banu, Arshiya, Wieczorek, Karolina et al.2026 · 1 citationScientific reports. 2026;16(1)
Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition2605.16387v1 · Yang Liu, Ning Zhu, Jingjing Peng et al.2026 · 0 citationsarXiv
Multilateration-based needle tracking with 3D ultrasound imaging for guiding minimally invasive procedures.41880765 · Liang, Weidong, Baker, Christian, Rostami, Javad et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(7)
Light focusing through dynamic media via a real-valued intensity transmission matrix.42071705 · Liu, Xuan, Ourselin, Sebastien, Zhao, Tianrui2026 · 2 citationsOptics express. 2026;34(7):12440-12451
Three-dimensional intraoperative light field fluorescence imaging system for PpIX-guided tumour resection2604.03431v1 · Yucheng Bian, Sebastien Ourselin, Yijing Xie2026 · 0 citationsarXiv
From Offline to Inline Without Pain: A Practical Framework for Translating Offline MR Reconstructions to Inline Deployment Using the Gadgetron Platform.41923389 · Ning, Zihan, Brackenier, Yannick, McElroy, Sarah et al.2026 · 1 citationMagnetic resonance in medicine. 2026;96(1):448-459
CLoPA: Continual Low Parameter Adaptation of Interactive Segmentation for Medical Image Annotation2603.06426v1 · Parhom Esmaeili, Chayanin Tangwiriyasakul, Eli Gibson et al.2026 · 0 citationsarXiv
A User-Centered Interface Design Framework for the DELONELINESS System in Older Adults: Design Indicator Development and Prioritization.41813191 · Zhou, Yi, Rees, Jessica, Matcham, Faith et al.2026 · 1 citationJMIR human factors. 2026;13:e88263
Surgery for interplanetary space missions.41823369 · Khanna, Raghav, Li, Yang, Cook, Matthew et al.2026 · 3 citationsThe British journal of surgery. 2026;113(3)
Self-Supervised Text-Vision Alignment for Automated Brain MRI Abnormality Detection: A Multicenter Study (ALIGN Study).41295086 · Wood, David A, Guilhem, Emily, Kafiabadi, Sina et al.2026 · 1 citationRadiology. Artificial intelligence. 2026;8(2):e240619
Modelling light focusing via wavefront shaping under controlled dynamic scattering.41715472 · Zhang, Mengjiao, Liu, Xuan, Ourselin, Sebastien et al.2026 · 3 citationsOptics express. 2026;34(3):4259-4269
Deep generative computed perfusion-deficit mapping of ischaemic stroke.41639340 · Tangwiriyasakul, Chayanin, Borges, Pedro, Pombo, Guilherme et al.2026 · 0 citationsCommunications biology. 2026;9(1):219
Development and User-Centered Evaluation of Smart Systems for Loneliness Monitoring in Older Adults: Mixed Methods Study.41605500 · Zhou, Yi, Rees, Jessica, Matcham, Faith et al.2026 · 1 citationJournal of medical Internet research. 2026;28:e81027
Enabling High-Curvature Navigation in Eversion Robots through Buckle-Inducing Constrictive Bands2601.12523v1 · Cem Suulker, Muhie Al Haimus, Thomas Mack et al.2026 · 0 citationsarXiv
Quantum computing in surgery and urology - taking a quantum leap.40523931 · Khanna, Raghav, Raison, Nicholas, Granados, Alejandro et al.2026 · 2 citationsNature reviews. Urology. 2026;23(1):2-3
Advancing Embodied Intelligence in Robotic-Assisted Endovascular Procedures: A Systematic Review of AI Solutions.41406269 · Yao, Tianliang, Lu, Bo, Kowarschik, Markus et al.2026 · 22 citationsIEEE reviews in biomedical engineering. 2026;19:248-266
DIST-CLIP: Arbitrary Metadata and Image Guided MRI Harmonization via Disentangled Anatomy-Contrast Representations2512.07674v1 · Mehmet Yigit Avci, Pedro Borges, Virginia Fernandez et al.2025 · 0 citationsarXiv
From precision to strength: computer vision for suture quality assessment-an ex vivo pilot study.41345527 · Spagnulo, Roberto, Marzola, Francesco, Corso, Federica et al.2026 · 3 citationsSurgical endoscopy. 2026;40(3):1913-1924
An Automated Framework for Large-Scale Graph-Based Cerebrovascular Analysis2512.03869v4 · Daniele Falcetta, Liane S. Canas, Lorenzo Suppa et al.2025 · 0 citationsarXiv
Real-time 3D Ultrasonic Needle Tracking with a Photoacoustic Beacon2511.20514v4 · Christian Baker, Weidong Liang, Richard Colchester et al.2025 · 0 citationsarXiv
LIHE: Linguistic Instance-Split Hyperbolic-Euclidean Framework for Generalized Weakly-Supervised Referring Expression Comprehension2511.12020v1 · Xianglong Shi, Silin Cheng, Sirui Zhao et al.2025 · 0 citationsarXiv
Open LLM-based actionable incidental finding extraction from [18F]fluorodeoxyglucose PET-CT radiology reports.41324019 · Barlow, Stephen H, Chicklore, Sugama, He, Yulan et al.2025 · 2 citationsFrontiers in digital health. 2025;7:1702082
7-Tesla sodium magnetic resonance imaging of the inner ears in unilateral Ménière's disease and endolymphatic hydrops: an exploratory study.41219717 · Connor, Steve, Lally, Peter, Pai, Irumee et al.2025 · 0 citationsBMC medical imaging. 2025;25(1):454
Light Focusing through Dynamic Media via Real-Valued Intensity Transmission Matrix2511.06993v1 · Xuan Liu, Sebastien Ourselin, Tianrui Zhao2025 · 1 citationarXiv
Dynamic causal discovery in Alzheimer's disease through latent pseudotime modelling2511.04619v1 · Natalia Glazman, Jyoti Mangal, Pedro Borges et al.2025 · 0 citationsarXiv
Metadata-Aligned 3D MRI Representations for Contrast Understanding and Quality Control2511.00681v1 · Mehmet Yigit Avci, Pedro Borges, Virginia Fernandez et al.2025 · 0 citationsarXiv
Localising under the drape: proprioception in the era of distributed surgical robotic system2510.23512v1 · Martin Huber, Nicola A. Cavalcanti, Ayoob Davoodi et al.2025 · 1 citationarXiv
Individualized prescriptive inference in ischaemic stroke.41102166 · Giles, Dominic, Foulon, Chris, Pombo, Guilherme et al.2025 · 2 citationsNature communications. 2025;16(1):8968
A methodology for clinically driven interactive segmentation evaluation2510.09499v1 · Parhom Esmaeili, Virginia Fernandez, Pedro Borges et al.2025 · 0 citationsarXiv
Understanding the Thoughts and Preferences for Technologies Designed to Detect Feelings of Loneliness: Interview Study Among Older Adults.40966661 · Rees, Jessica, Ratcliffe, John, Liu, Wei et al.2025 · 1 citationJMIR human factors. 2025;12:e73694
A Fully Open and Generalizable Foundation Model for Ultrasound Clinical Applications2509.11752v1 · Hongyuan Zhang, Yuheng Wu, Mingyang Zhao et al.2025 · 0 citationsarXiv
Volumetric ultrasound imaging with a sparse matrix array and integrated fiber-optic sensing for robust needle tracking in interventional procedures2509.11310v3 · Weidong Liang, Javad Rostami, Christian Baker et al.2025 · 1 citationarXiv
RetiGen: Framework leveraging domain generalization and test-time adaptation for multi-view retinal diagnostics.40934550 · Zhang, Gongyu, Chen, Ze, Huo, Jiayu et al.2025 · 1 citationComputers in biology and medicine. 2025;197(Pt B):111030
The ACPGBI AI taskforce report: A mixed-methods roadmap for AI in colorectal surgery.40958429 · Kinross, James M, Lam, Kyle, Yiu, Andrew et al.2025 · 5 citationsColorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland. 2025;27(9):e70232
DeepISLES: a clinically validated ischemic stroke segmentation model from the ISLES'22 challenge.40783484 · de la Rosa, Ezequiel, Reyes, Mauricio, Liew, Sook-Lei et al.2025 · 23 citationsNature communications. 2025;16(1):7357
Driving the Development of Innovative Digital Health: Creating Open Access Co-Design Training Resources.40776082 · Delaney, Emelia, Golmohammadi, Lili, O'Connor, Siobhan et al.2025 · 0 citationsStudies in health technology and informatics. 2025;329:1377-1381
Dynamic AI-assisted ipsilateral tissue matching for digital breast tomosynthesis.40925265 · Morrell, Stephen, Hutel, Michael, Lucena, Oeslle et al.2026 · 2 citationsEuropean journal of radiology. 2025;192:112356
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