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Self-Supervised 3D Human Pose Estimation in Static Video Via Neural Rendering


Oct 10, 2022
Luca Schmidtke, Benjamin Hou, Athanasios Vlontzos, Bernhard Kainz

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* CV4Metaverse Workshop @ ECCV 2022 

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Self-Supervised Out-of-Distribution Detection and Localization with Natural Synthetic Anomalies (NSA)


Sep 30, 2021
Hannah M. Schlüter, Jeremy Tan, Benjamin Hou, Bernhard Kainz

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Detecting Outliers with Poisson Image Interpolation


Jul 06, 2021
Jeremy Tan, Benjamin Hou, Thomas Day, John Simpson, Daniel Rueckert, Bernhard Kainz

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* MICCAI 2021 

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RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting


Jul 05, 2021
Benjamin Hou, Georgios Kaissis, Ronald Summers, Bernhard Kainz

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Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation


Jul 02, 2021
Hadrien Reynaud, Athanasios Vlontzos, Benjamin Hou, Arian Beqiri, Paul Leeson, Bernhard Kainz

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* Accepted for MICCAI 2021 

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Detecting Outliers with Foreign Patch Interpolation


Nov 09, 2020
Jeremy Tan, Benjamin Hou, James Batten, Huaqi Qiu, Bernhard Kainz

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3D Probabilistic Segmentation and Volumetry from 2D projection images


Jun 23, 2020
Athanasios Vlontzos, Samuel Budd, Benjamin Hou, Daniel Rueckert, Bernhard Kainz

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Geomstats: A Python Package for Riemannian Geometry in Machine Learning


Apr 07, 2020
Nina Miolane, Alice Le Brigant, Johan Mathe, Benjamin Hou, Nicolas Guigui, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Hadi Zaatiti, Hatem Hajri, Yann Cabanes, Thomas Gerald, Paul Chauchat, Christian Shewmake, Bernhard Kainz, Claire Donnat, Susan Holmes, Xavier Pennec

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Flexible Conditional Image Generation of Missing Data with Learned Mental Maps


Aug 29, 2019
Benjamin Hou, Athanasios Vlontzos, Amir Alansary, Daniel Rueckert, Bernhard Kainz

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Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging


Nov 21, 2018
Qingjie Meng, Matthew Sinclair, Veronika Zimmer, Benjamin Hou, Martin Rajchl, Nicolas Toussaint, Alberto Gomez, James Housden, Jacqueline Matthew, Daniel Rueckert, Julia Schnabel, Bernhard Kainz

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