Semi-Supervised Histology Classification using Deep Multiple Instance
Learning and Contrastive Predictive Coding

Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding

23 October 2019

Richard J. Chen

Papers citing "Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding"

15 / 15 papers shown

Title
Smooth InfoMax -- Towards easier Post-Hoc interpretability Fabian Denoodt Bart de Boer José Oramas 121 2 0 23 Aug 2024
Weakly Supervised Prostate TMA Classification via Graph Convolutional Networks Jingwen Wang Richard J. Chen Ming Y. Lu Alexander S. Baras Faisal Mahmood MedIm 139 57 0 29 Oct 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 106 1,427 0 22 May 2019
Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology Shazia Akbar Anne L. Martel 37 5 0 28 Nov 2018
BACH: Grand Challenge on Breast Cancer Histology Images Guilherme Aresta Teresa Araújo S. Kwok Sai Saketh Chennamsetty P. MohammedSafwanK. ... L. Boulmane A. Campilho C. Eloy A. Polónia Paulo Aguiar 312 567 0 13 Aug 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 282 10,253 0 10 Jul 2018
Rotation Equivariant CNNs for Digital Pathology Bastiaan S. Veeling J. Linmans Jim Winkens Taco S. Cohen Max Welling 103 579 0 08 Jun 2018
Classification of Breast Cancer Histology using Deep Learning Aditya Golatkar Deepak Anand A. Sethi 32 113 0 22 Feb 2018
Smooth Loss Functions for Deep Top-k Classification Leonard Berrada Andrew Zisserman M. P. Kumar 46 118 0 21 Feb 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 147 1,803 0 13 Feb 2018
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis Alexander Rakhlin Alexey A. Shvets V. Iglovikov Alexandr A Kalinin 118 309 0 02 Feb 2018
Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues Talha Qaiser A. Mukherjee Chaitanya Reddy Pb Sai Dileep Munugoti Vamsi Tallam ... G. Bueno David R. J. Snead I. Ellis M. Ilyas Nasir M. Rajpoot 39 121 0 23 May 2017
Detecting Cancer Metastases on Gigapixel Pathology Images Yun-Hui Liu Krishna Gadepalli Mohammad Norouzi George E. Dahl Timo Kohlberger ... Phil Q. Nelson G. Corrado J. Hipp L. Peng Martin C. Stumpe MedIm LM&MA 65 640 0 03 Mar 2017
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 169 2,503 0 16 Jun 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 433 2,566 0 25 Jan 2016