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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 Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps


Jul 06, 2021
Samuel Budd, Matthew Sinclair, Thomas Day, Athanasios Vlontzos, Jeremy Tan, Tianrui Liu, Jaqueline Matthew, Emily Skelton, John Simpson, Reza Razavi, Ben Glocker, Daniel Rueckert, Emma C. Robinson, Bernhard Kainz

* MICCAI'21 Main Conference 

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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

* MICCAI 2021 

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Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome


Nov 15, 2020
Elisa Chotzoglou, Thomas Day, Jeremy Tan, Jacqueline Matthew, David Lloyd, Reza Razavi, John Simpson, Bernhard Kainz


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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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Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening


Aug 18, 2020
Jeremy Tan, Anselm Au, Qingjie Meng, Sandy FinesilverSmith, John Simpson, Daniel Rueckert, Reza Razavi, Thomas Day, David Lloyd, Bernhard Kainz


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Automated Detection of Congenital HeartDisease in Fetal Ultrasound Screening


Aug 16, 2020
Jeremy Tan, Anselm Au, Qingjie Meng, Sandy FinesilverSmith, John Simpson, Daniel Rueckert, Reza Razavi, Thomas Day, David Lloyd, Bernhard Kainz


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Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics


May 22, 2020
Payel Das, Tom Sercu, Kahini Wadhawan, Inkit Padhi, Sebastian Gehrmann, Flaviu Cipcigan, Vijil Chenthamarakshan, Hendrik Strobelt, Cicero dos Santos, Pin-Yu Chen, Yi Yan Yang, Jeremy Tan, James Hedrick, Jason Crain, Aleksandra Mojsilovic


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Ultrasound Video Summarization using Deep Reinforcement Learning


May 19, 2020
Tianrui Liu, Qingjie Meng, Athanasios Vlontzos, Jeremy Tan, Daniel Rueckert, Bernhard Kainz

* Accepted by MICCAI'20 

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Divergent Search for Few-Shot Image Classification


Apr 16, 2020
Jeremy Tan, Bernhard Kainz

* Submitted to GECCO2020 for review 

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Semi-supervised Learning of Fetal Anatomy from Ultrasound


Aug 30, 2019
Jeremy Tan, Anselm Au, Qingjie Meng, Bernhard Kainz


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Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning


Sep 27, 2018
Daniel C. Castro, Jeremy Tan, Bernhard Kainz, Ender Konukoglu, Ben Glocker


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Deep Adversarial Context-Aware Landmark Detection for Ultrasound Imaging


May 28, 2018
Ahmet Tuysuzoglu, Jeremy Tan, Kareem Eissa, Atilla P. Kiraly, Mamadou Diallo, Ali Kamen


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