Learning shape distributions from large databases of healthy organs:
applications to zero-shot and few-shot abnormal pancreas detection

Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection

21 October 2022

Clément Abi-Nader

Alexandre Bône

Marc-Michel Rohé

Papers citing "Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection"

10 / 10 papers shown

Title
Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification Benoit Dufumier Pietro Gori J. Victor Antoine Grigis M. Wessa ... P. Favre M. Polosan C. Mcdonald C. Piguet Edouard Duchesnay SSL 48 68 0 16 Jun 2021
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study Christoph Baur Stefan Denner Benedikt Wiestler Shadi Albarqouni Nassir Navab OOD 57 289 0 07 Apr 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 358 10,591 0 17 Feb 2020
Unsupervised Anomaly Localization using Variational Auto-Encoders David Zimmerer Fabian Isensee Jens Petersen Simon A. A. Kohl Klaus Maier-Hein DRL 53 134 0 04 Jul 2019
Learning a Probabilistic Model for Diffeomorphic Registration Julian Krebs H. Delingette B. Mailhé N. Ayache Tommaso Mansi DiffM MedIm 56 194 0 18 Dec 2018
Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders Xiaoran Chen E. Konukoglu MedIm 59 264 0 13 Jun 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 73 382 0 11 May 2018
Joint Shape Representation and Classification for Detecting PDAC Fengze Liu Lingxi Xie Yingda Xia Elliot K. Fishman Alan Yuille MedIm 36 18 0 27 Apr 2018
Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach Xiao Yang Roland Kwitt Martin Styner Marc Niethammer 60 594 0 31 Mar 2017
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 76,917 0 18 May 2015