Unsupervised Task Design to Meta-Train Medical Image Classifiers

17 July 2019

Papers citing "Unsupervised Task Design to Meta-Train Medical Image Classifiers"

9 / 9 papers shown

Title
ScaleNet: An Unsupervised Representation Learning Method for Limited Information Huili Huang M. M. Roozbahani SSL 93 805 0 03 Oct 2023
Unsupervised Learning via Meta-Learning Kyle Hsu Sergey Levine Chelsea Finn SSL OffRL 75 230 0 04 Oct 2018
Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI Gabriel Maicas A. Bradley Jacinto C. Nascimento Ian Reid G. Carneiro 51 27 0 25 Sep 2018
Training Medical Image Analysis Systems like Radiologists Gabriel Maicas A. Bradley Jacinto C. Nascimento Ian Reid G. Carneiro 44 55 0 28 May 2018
Recasting Gradient-Based Meta-Learning as Hierarchical Bayes Erin Grant Chelsea Finn Sergey Levine Trevor Darrell Thomas Griffiths BDL 83 509 0 26 Jan 2018
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification Wentao Zhu Qi Lou Y. S. Vang Xiaohui Xie 53 276 0 23 May 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 813 11,894 0 09 Mar 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 640 10,768 0 19 Feb 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 762 36,781 0 25 Aug 2016