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Picture for Tom Vercauteren

Tom Vercauteren

King's College London

Can segmentation models be trained with fully synthetically generated data?


Sep 17, 2022
Virginia Fernandez, Walter Hugo Lopez Pinaya, Pedro Borges, Petru-Daniel Tudosiu, Mark S Graham, Tom Vercauteren, M Jorge Cardoso

* 12 pages, 2 (+2 App.) figures, 3 tables. Accepted at Simulation and Synthesis in Medical Imaging workshop (MICCAI 2022) 

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Boundary Distance Loss for Intra-/Extra-meatal Segmentation of Vestibular Schwannoma


Aug 09, 2022
Navodini Wijethilake, Aaron Kujawa, Reuben Dorent, Muhammad Asad, Anna Oviedova, Tom Vercauteren, Jonathan Shapey

* Accepted for the MICCAI MLCN workshop 2022 

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Driving Points Prediction For Abdominal Probabilistic Registration


Aug 05, 2022
Samuel Joutard, Reuben Dorent, Sebastien Ourselin, Tom Vercauteren, Marc Modat


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FastGeodis: Fast Generalised Geodesic Distance Transform


Jul 26, 2022
Muhammad Asad, Reuben Dorent, Tom Vercauteren

* Under-review at Journal of Open Source Software (JOSS) 

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Cross-Modality Image Registration using a Training-Time Privileged Third Modality


Jul 26, 2022
Qianye Yang, David Atkinson, Yunguan Fu, Tom Syer, Wen Yan, Shonit Punwani, Matthew J. Clarkson, Dean C. Barratt, Tom Vercauteren, Yipeng Hu

* Accepted by IEEE Transactions on Medical Imaging (TMI, 2022) 

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Spatiotemporal singular value decomposition for denoising in photoacoustic imaging with low-energy excitation light source


Jul 09, 2022
Mengjie Shi, Tom Vercauteren, Wenfeng Xia


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Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings


May 17, 2022
Florian Kofler, Ivan Ezhov, Lucas Fidon, Izabela Horvath, Ezequiel de la Rosa, John LaMaster, Hongwei Li, Tom Finck, Suprosanna Shit, Johannes Paetzold, Spyridon Bakas, Marie Piraud, Jan Kirschke, Tom Vercauteren, Claus Zimmer, Benedikt Wiestler, Bjoern Menze

* 11 pages, 5 figures 

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blob loss: instance imbalance aware loss functions for semantic segmentation


May 17, 2022
Florian Kofler, Suprosanna Shit, Ivan Ezhov, Lucas Fidon, Izabela Horvath, Rami Al-Maskari, Hongwei Li, Harsharan Bhatia, Timo Loehr, Marie Piraud, Ali Erturk, Jan Kirschke, Jan Peeken, Tom Vercauteren, Claus Zimmer, Benedikt Wiestler, Bjoern Menze

* 23 pages, 7 figures 

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Ultrathin, high-speed, all-optical photoacoustic endomicroscopy probe for guiding minimally invasive surgery


May 06, 2022
Tianrui Zhao, Truc Thuy Pham, Christian Baker, Michelle T. Ma, Sebastien Ourselin, Tom Vercauteren, Edward Zhang, Paul C. Beard, Wenfeng Xia


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Fetal Brain Tissue Annotation and Segmentation Challenge Results


Apr 20, 2022
Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Li Xuesong, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern Menze, Meritxell Bach Cuadra, Andras Jakab

* Results from FeTA Challenge 2021, held at MICCAI; Manuscript submitted 

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