TV
Tom Vercauteren
cs.CVeess.IVcs.LGAlgorithmsDeep learningcs.AIArtificial IntelligenceImage Processing, Computer-AssistedMagnetic Resonance ImagingDeep Learning
On Valency
published · living versionsW_h2k9t5wr·v1 · currentpublished
Spatial Feature-wise Linear Modulation (SpFiLM) for Contrast Agent-Aware Brain Parcellation
with Pushpendra Singh, Joshua R. Astley, Roman Rodionov, John Duncan +1
1 version
W_ctyr365s·v1published
Preprints & journals
302 papers in the corpus · 2005–2026GenMC: Real-Time Generative Monte Carlo Surrogate for Quantitative Photoacoustic Imaging2609.28261v1 · Mengjie Shi, Feng He, Tom Vercauteren et al.2026 · 0 citationsarXiv
Spatial Feature-wise Linear Modulation (SpFiLM) for Contrast Agent-Aware Brain Parcellation2609.07718v1 · Pushpendra Singh, Joshua R. Astley, Roman Rodionov et al.2026 · 0 citationsarXivon Valency
SinkSLOT: Sinkhorn via Sparse Lifted Optimal Transport2608.28262v1 · Ian Hsieh, Soumya Snigdha Kundu, Tom Vercauteren et al.2026 · 0 citationsarXiv
crossMoDA challenge: Evolution of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation from 2021 to 2023.42673840 · Wijethilake, Navodini, Dorent, Reuben, Ivory, Marina et al.2026 · 0 citationsMedical image analysis. 2026;114:104282
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
Average Calibration Losses for Reliable Uncertainty in Medical Image Segmentation.41811722 · Barfoot, Theodore, Garcia-Peraza-Herrera, Luis C, Akcay, Samet et al.2026 · 7 citationsIEEE transactions on medical imaging. 2026;45(7):3412-3423
Consensus on the use of artificial intelligence in the management and measurement of vestibular schwannomas: A protocol for a modified delphi consensus.42337091 · Lee, Keng Siang, Connor, Steve, Wijethilake, Navodini et al.2026 · 0 citationsNeuroradiology. 2026;68(7):2047-2059
Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability2606.23177v1 · Qi Li, Yuliang Huang, Shaheer U. Saeed et al.2026 · 0 citationsarXiv
Label tree semantic losses for rich multi-class medical image segmentation.42382852 · Wang, Junwen, MacCormac, Oscar, Rochford, William et al.2026 · 0 citationsFrontiers in artificial intelligence. 2026;9:1841639
Streamlining stereo-differentiable rendering for marker-free real-time tracking of surgical robots.42268367 · Hao, Yanghe, Huber, Martin, Bergeles, Christos et al.2026 · 0 citationsInternational journal of computer assisted radiology and surgery. 2026;21(7):1541-1551
Redefining Instance Matching: A Unified Framework for Part-Aware Matching in Panoptic Segmentation Evaluation2605.31094v1 · Erik Gro\sskopf, Soumya Snigdha Kundu, Hendrik Moller et al.2026 · 0 citationsarXiv
Instance Awareness of Multi-class Semantic Segmentation Loss Functions2604.24276v1 · Soumya Snigdha Kundu, Florian Kofler, Marina Ivory et al.2026 · 0 citationsarXiv
Toward real-time autonomous navigation: transformer-based catheter tip tracking in fluoroscopy.42043651 · Robertshaw, Harry, Hao, Yanghe, Deng, Weiyuan et al.2026 · 0 citationsInternational journal of computer assisted radiology and surgery. 2026;21(5):1071-1079
A Position Statement on Endovascular Models and Effectiveness Metrics for Mechanical Thrombectomy Navigation, on Behalf of the Stakeholder Taskforce for Artificial Intelligence-Assisted Robotic Thrombectomy (START).41902734 · Robertshaw, Harry, Barnes, Anna, Blakelock, Phil et al.2026 · 2 citationsJournal of the American Heart Association. 2026;15(7):e044931
OOD-SEG: Exploiting out-of-distribution detection techniques for learning image segmentation from sparse multi-class positive-only annotations.41946232 · Wang, Junwen, Wang, Zhonghao, MacCormac, Oscar et al.2026 · 3 citationsMedical image analysis. 2026;111:104046
Grounding surgical action triplets with instrument instance segmentation: a dataset and target-aware fusion approach.41882467 · Alabi, Oluwatosin, Wei, Meng, Budd, Charlie et al.2026 · 1 citationInternational journal of computer assisted radiology and surgery. 2026;21(5):901-908
ROBUST-MIPS: A Combined Skeletal Pose and Instance Segmentation Dataset for Laparoscopic Surgical Instruments.41832216 · Han, Zhe, Budd, Charlie, Zhang, Gongyu et al.2026 · 2 citationsScientific data. 2026;13(1)
AI driven interactive extraction of tomographic ultrasound imaging sequences for anal sphincter defects.41813693 · Williams, Helena, Packet, Bram, Cattani, Laura et al.2026 · 0 citationsScientific reports. 2026;16(1)
Quantification of dual-state 5-ALA-induced PpIX fluorescence: methodology and validation in tissue-mimicking phantoms.41687253 · Ségaud, Silvére, Budd, Charlie, Elliot, Matthew et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(5)
Magnetic resonance imaging and the evaluation of vestibular schwannomas: a systematic review.41758372 · Lee, Keng Siang, Wijetilake, Navodini, Connor, Steve et al.2026 · 2 citationsNeuroradiology. 2026;68(3):623-631
The 2024 Brain Tumor Segmentation Challenge Meningioma Radiotherapy (BraTS-MEN-RT) dataset.41593091 · LaBella, Dominic, Schumacher, Katherine, Mix, Michael et al.2026 · 2 citationsScientific data. 2026;13(1)
Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion2601.12224v1 · Meng Wei, Kun Yuan, Shi Li et al.2026 · 1 citationAAAI 2026
Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge.41564633 · Rueckert, Tobias, Rauber, David, Maerkl, Raphaela et al.2026 · 7 citationsMedical image analysis. 2026;109:103945
Artificial intelligence for personalized management of vestibular schwannoma: a multidisciplinary clinical implementation study.41502533 · Wijethilake, Navodini, Connor, Steve, Oviedova, Anna et al.2026 · 0 citationsJAMIA open. 2026;9(1):ooaf163
Longitudinal Vestibular Schwannoma Dataset with Consensus-based Human-in-the-loop Annotations2511.00472v1 · Navodini Wijethilake, Marina Ivory, Oscar MacCormac 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
Beyond one-hot encoding? Journey into compact encoding for large multi-class segmentation2510.00667v1 · Aaron Kujawa, Thomas Booth, Tom Vercauteren2025 · 0 citationsarXiv
Automated longitudinal treatment response assessment of brain tumors: A systematic review.39935398 · Shi, Tangqi, Kujawa, Aaron, Linares, Christian et al.2025 · 7 citationsNeuro-oncology. 2025;27(8):1946-1971
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results.40934552 · Riera-Marín, Meritxell, O K, Sikha, Rodríguez-Comas, Júlia et al.2025 · 4 citationsComputers in biology and medicine. 2025;197(Pt B):111024
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
Themed Challenges to Solve Data Scarcity in Africa: A Proposition for Increasing Local Data Collection and Integration2508.00925v1 · Mubaraq Yakubu, Udunna Anazodo, Maruf Adewole et al.2025 · 0 citationsarXiv
X-RAFT: Cross-Modal Non-Rigid Registration of Blue and White Light Neurosurgical Hyperspectral Images2507.07747v1 · Charlie Budd, Silvere S'egaud, Matthew Elliot et al.2025 · 0 citationsarXiv
Collaborative Human-Robot Surgery for Mandibular Angle Split Osteotomy: Optical Tracking based Approach2507.07794v1 · Zhe Han, Huanyu Tian, Tom Vercauteren et al.2025 · 18 citationsVolume 93, July 2024, 106173
Tree-based Semantic Losses: Application to Sparsely-supervised Large Multi-class Hyperspectral Segmentation2506.21150v1 · Junwen Wang, Oscar Maccormac, William Rochford et al.2025 · 0 citationsarXiv
TUS-REC2024: A Challenge to Reconstruct 3D Freehand Ultrasound Without External Tracker2506.21765v2 · Qi Li, Shaheer U. Saeed, Yuliang Huang et al.2025 · 0 citationsarXiv
Fluorescence Guidance in Glioma Surgery: A Narrative Review of Current Evidence and the Drive Towards Objective Margin Differentiation.40563668 · Elliot, Matthew, Ségaud, Silvère, Lavrador, Jose Pedro et al.2025 · 15 citationsCancers. 2025;17(12)
Hyperspectral abdominal laparoscopy with real-time quantitative tissue oxygenation imaging: a live porcine study.40538619 · MacCormac, Oscar, Horgan, Conor C, Waterhouse, Dale et al.2025 · 7 citationsFrontiers in medical technology. 2025;7:1549245
Surgeons versus computer vision: a comparative analysis on surgical phase recognition capabilities.40448800 · Mezzina, Marco, De Backer, Pieter, Vercauteren, Tom et al.2025 · 7 citationsInternational journal of computer assisted radiology and surgery. 2025;20(6):1283-1291
CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic Surgery.40394065 · Alabi, Oluwatosin, Toe, Ko Ko Zayar, Zhou, Zijian et al.2025 · 17 citationsScientific data. 2025;12(1):825
A generalisable head MRI defacing pipeline: Evaluation on 2,566 meningioma scans2505.12999v1 · Lorena Garcia-Foncillas Macias, Aaron Kujawa, Aya Elshalakany et al.2025 · 0 citationsarXiv
Hydra: Marker-Free RGB-D Hand-Eye Calibration2504.20584v2 · Martin Huber, Huanyu Tian, Christopher E. Mower et al.2025 · 0 citationsarXiv
SegMatch: semi-supervised surgical instrument segmentation.40269041 · Wei, Meng, Budd, Charlie, Garcia-Peraza-Herrera, Luis C et al.2025 · 13 citationsScientific reports. 2025;15(1):14042
LEMON: A Large Endoscopic MONocular Dataset and Foundation Model for Perception in Surgical Settings2503.19740v4 · Chengan Che, Chao Wang, Tom Vercauteren et al.2025 · 0 citationsarXiv
The Real-World Impact of Vestibular Schwannoma Fully Automated Volume Measures on the Evaluation of Size Change and Clinical Management Outcomes in a Multidisciplinary Meeting Setting.40208025 · Connor, Steve, Wijethilake, Navodini, Oviedova, Anna et al.2025 · 0 citationsThe journal of international advanced otology. 2025;21(2):1-9
UltraFlwr -- An Efficient Federated Surgical Object Detection Framework2503.15161v2 · Yang Li, Soumya Snigdha Kundu, Maxence Boels et al.2025 · 2 citationsarXiv
Multitask learning in minimally invasive surgical vision: A review.39938343 · Alabi, Oluwatosin, Vercauteren, Tom, Shi, Miaojing2025 · 13 citationsMedical image analysis. 2025;101:103480
Erratum: Unpaired intra-operative OCT (iOCT) video super-resolution with contrastive learning: erratum.39958856 · Komninos, Charalampos, Pissas, Theodoros, Flores, Blanca et al.2025 · 0 citationsBiomedical optics express. 2025;16(2):790-792
MedShapeNet - a large-scale dataset of 3D medical shapes for computer vision.39733351 · Li, Jianning, Zhou, Zongwei, Yang, Jiancheng et al.2025 · 47 citationsBiomedizinische Technik. Biomedical engineering. 2025;70(1):71-90
Science for tomorrow's neurosurgery: insights on establishing a neurosurgery patient group focused on developing novel intra-operative imaging techniques.39473020 · MacCormac, Oscar, Elliot, Matthew, Whittaker, Lisa et al.2024 · 3 citationsResearch involvement and engagement. 2024;10(1):112
LoViT: Long Video Transformer for surgical phase recognition.39418831 · Liu, Yang, Boels, Maxence, Garcia-Peraza-Herrera, Luis C et al.2024 · 76 citationsMedical image analysis. 2025;99:103366
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