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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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Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder


Aug 05, 2022
Jiayu Huo, Vejay Vakharia, Chengyuan Wu, Ashwini Sharan, Andrew Ko, Sebastien Ourselin, Rachel Sparks

* 11 pages, 4 figures, accepted by International Workshop on Simulation and Synthesis in Medical Imaging (SASHIMI 2022) 

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Fitting Segmentation Networks on Varying Image Resolutions using Splatting


Jun 15, 2022
Mikael Brudfors, Yael Balbastre, John Ashburner, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso

* Accepted for MIUA 2022 

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Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models


Jun 07, 2022
Walter H. L. Pinaya, Mark S. Graham, Robert Gray, Pedro F Da Costa, Petru-Daniel Tudosiu, Paul Wright, Yee H. Mah, Andrew D. MacKinnon, James T. Teo, Rolf Jager, David Werring, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso


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Transformer-based out-of-distribution detection for clinically safe segmentation


May 21, 2022
Mark S Graham, Petru-Daniel Tudosiu, Paul Wright, Walter Hugo Lopez Pinaya, U Jean-Marie, Yee Mah, James Teo, Rolf H Jäger, David Werring, Parashkev Nachev, Sebastien Ourselin, M Jorge Cardoso

* Accepted at MIDL 2022 (Oral) 

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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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MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images


Mar 23, 2022
Andres Diaz-Pinto, Sachidanand Alle, Alvin Ihsani, Muhammad Asad, Vishwesh Nath, Fernando Pérez-García, Pritesh Mehta, Wenqi Li, Holger R. Roth, Tom Vercauteren, Daguang Xu, Prerna Dogra, Sebastien Ourselin, Andrew Feng, M. Jorge Cardoso


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Augmentation based unsupervised domain adaptation


Feb 23, 2022
Mauricio Orbes-Arteaga, Thomas Varsavsky, Lauge Sorensen, Mads Nielsen, Akshay Pai, Sebastien Ourselin, Marc Modat, M Jorge Cardoso


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Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging Data


Feb 11, 2022
Daniel Sobotka, Michael Ebner, Ernst Schwartz, Karl-Heinz Nenning, Athena Taymourtash, Tom Vercauteren, Sebastien Ourselin, Gregor Kasprian, Daniela Prayer, Georg Langs, Roxane Licandro

* Preprint submitted to NeuroImage 

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CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation


Jan 08, 2022
Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeon Gyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sebastien Ourselin, Jonathan Shapey, Tom Vercauteren

* Submitted to Medical Image Analysis 

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