Title
A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks Xiaomin Zhou Chen Li M. Rahaman Yudong Yao Shiliang Ai Changhao Sun Xiaoyan Li Qian Wang Tao Jiang 59 135 0 27 Mar 2020
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification Sam Maksoud Kun-li Zhao Peter Hobson A. Jennings Brian C. Lovell 10 29 0 11 Mar 2020
A Question-Centric Model for Visual Question Answering in Medical Imaging Minh H. Vu Tommy Löfstedt T. Nyholm Raphael Sznitman MedIm 19 59 0 02 Mar 2020
Meta Segmentation Network for Ultra-Resolution Medical Images Tong Wu Yuan Xie Yanyun Qu Bicheng Dai Shuxin Chen 19 5 0 19 Feb 2020
Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning Abhijeet Patil Dipesh Tamboli S. Meena Deepak Anand A. Sethi 9 23 0 16 Feb 2020
SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information Jing Yu Koh D. Nguyen Quang-Trung Truong Sai-Kit Yeung Alexander Binder SSeg 6 4 0 07 Feb 2020
OpenHI2 -- Open source histopathological image platform Pargorn Puttapirat Haichuan Zhang Jingyi Deng Yuxin Dong Jiangbo Shi Hongyu Hè Zeyu Gao Chunbao Wang Xiangrong Zhang Chen Li VLM 20 3 0 15 Jan 2020
Effects of annotation granularity in deep learning models for histopathological images Jiangbo Shi Zeyu Gao Haichuan Zhang Pargorn Puttapirat Chunbao Wang Xiangrong Zhang Chen Li 6 3 0 14 Jan 2020
Learning to segment images with classification labels Ozan Ciga Anne L. Martel VLM 24 25 0 28 Dec 2019
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 39 564 0 28 Dec 2019
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains Lyndon Chan Mahdi S. Hosseini Konstantinos N. Plataniotis 29 97 0 24 Dec 2019
Learning with less data via Weakly Labeled Patch Classification in Digital Pathology Eu Wern Teh Graham W. Taylor MedIm 11 23 0 27 Nov 2019
Non-parametric Uni-modality Constraints for Deep Ordinal Classification Soufiane Belharbi Ismail Ben Ayed Luke McCaffrey Eric Granger 14 9 0 25 Nov 2019
Weakly Supervised Prostate TMA Classification via Graph Convolutional Networks Jingwen Wang Richard J. Chen Ming Y. Lu Alexander S. Baras Faisal Mahmood MedIm 30 57 0 29 Oct 2019
Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding Ming Y. Lu Richard J. Chen Jingwen Wang Debora Dillon Faisal Mahmood SSL 20 94 0 23 Oct 2019
Deep Learning for Whole Slide Image Analysis: An Overview Dennis Núñez Ognjen Arandjelović Peter D Caie MedIm 32 267 0 18 Oct 2019
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks Sara Hosseinzadeh Kassani P. H. Kassani M. Wesolowski Kevin A. Schneider Ralph Deters OOD 55 106 0 26 Sep 2019
Breast Cancer Diagnosis with Transfer Learning and Global Pooling Sara Hosseinzadeh Kassani P. H. Kassani M. Wesolowski Kevin A. Schneider Ralph Deters 21 77 0 26 Sep 2019
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture Rüdiger Schmitz F. Madesta M. Nielsen Jenny Krause R. Werner T. Rösch MedIm AI4CE 25 85 0 24 Sep 2019
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey Jérôme Rony Soufiane Belharbi Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 25 70 0 08 Sep 2019
Multi-layer Domain Adaptation for Deep Convolutional Networks Ozan Ciga Jianan Chen Anne L. Martel OOD MedIm 6 13 0 05 Sep 2019
O-MedAL: Online Active Deep Learning for Medical Image Analysis A. Smailagic P. Costa Alex Gaudio Kartik Khandelwal Mostafa Mirshekari ... Susu Xu Adrian Galdran Pei Zhang A. Campilho Hae Young Noh FedML MedIm 14 37 0 28 Aug 2019
Needles in Haystacks: On Classifying Tiny Objects in Large Images Nick Pawlowski Suvrat Bhooshan Nicolas Ballas F. Ciompi Ben Glocker M. Drozdzal 24 22 0 16 Aug 2019
Histographs: Graphs in Histopathology Shrey Gadiya Deepak Anand A. Sethi GNN 13 70 0 14 Aug 2019
A Survey on Deep Learning of Small Sample in Biomedical Image Analysis Pengyi Zhang Yunxin Zhong Yulin Deng Xiaoying Tang Xiaoqiong Li 22 32 0 01 Aug 2019
DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention Ziqiang Li Rentuo Tao Qianrun Wu Bin Li MedIm 11 8 0 15 Jul 2019
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer H. Le Rajarsi R. Gupta L. Hou Shahira Abousamra Danielle Fassler ... A. Dyke Ashish Sharma Erich Bremer Jonas S. Almeida Joel H. Saltz 18 94 0 26 May 2019
MedAL: Deep Active Learning Sampling Method for Medical Image Analysis A. Smailagic Hae Young Noh P. Costa Devesh Walawalkar Kartik Khandelwal Mostafa Mirshekari Jonathon Fagert Adrian Galdran Susu Xu 11 70 0 25 Sep 2018
Using Apple Machine Learning Algorithms to Detect and Subclassify Non-Small Cell Lung Cancer A. Borkowski Catherine P. Wilson S. A. Borkowski L. Deland S. M. Mastorides 12 5 0 24 Aug 2018
Ensembling Neural Networks for Digital Pathology Images Classification and Segmentation Gleb Makarchuk V. Kondratenko Maxim Pisov A. Pimkin Egor Krivov Mikhail Belyaev 26 27 0 03 Feb 2018
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis Alexander Rakhlin Alexey A. Shvets V. Iglovikov Alexandr A Kalinin 13 306 0 02 Feb 2018
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 316 10,621 0 19 Feb 2017