Learning Where to See: A Novel Attention Model for Automated
Immunohistochemical Scoring

Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring

26 March 2019

Talha Qaiser

Nasir M. Rajpoot

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Papers citing "Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring"

17 / 17 papers shown

Title
HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis Zhi-Bo Liu Xiaobo Pang Jizhao Wang Shuai Liu Chen Li 91 1 0 16 Aug 2024
Multi-Stain Multi-Level Convolutional Network for Multi-Tissue Breast Cancer Image Segmentation Akash Modi S. Jha Purnendu Mishra Rajiv Kumar Kiran R. Aatre Gursewak Singh Shubham Mathur 61 1 0 09 Jun 2024
Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling Şahan Yoruç Selçuk Xilin Yang Bijie Bai Yijie Zhang Yuzhu Li ... Goren Kolodney Karine Atlan Tal Keidar Haran N. Pillar Aydogan Ozcan 32 7 0 01 Apr 2024
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification Tingting Zheng Kui Jiang Hongxun Yao 113 4 0 09 Mar 2024
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation Yu Ming Zihao Wu Jie Yang Danyi Li Yuan Gao Changxin Gao Gui-Song Xia Yuanqing Li Li Liang Jin-Gang Yu 93 0 0 26 Feb 2024
Asymmetric Co-Training with Explainable Cell Graph Ensembling for Histopathological Image Classification Ziqi Yang Zhongyu Li Chen Liu Xiangde Luo Xingguang Wang Dou Xu Chao-Ting Li Xiaoying Qin Meng Yang Long Jin 74 1 0 24 Aug 2023
RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning Boxuan Zhao Jun Zhang Deheng Ye Jiancheng Cao Xiao Han Qiang Fu Wei Yang OffRL 84 10 0 04 Dec 2022
Interpretable HER2 scoring by evaluating clinical Guidelines through a weakly supervised, constrained Deep Learning Approach Manh Dan Pham C. Tilmant Stéphanie Petit I. Salmon S. Hadj Rutger Fick 32 9 0 17 Nov 2022
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images Kevin Thandiackal Boqi Chen Pushpak Pati Guillaume Jaume Drew F. K. Williamson M. Gabrani O. Goksel 75 46 0 26 Apr 2022
Magnifying Networks for Images with Billions of Pixels Neofytos Dimitriou Ognjen Arandjelovic 66 2 0 12 Dec 2021
An End-to-End Breast Tumour Classification Model Using Context-Based Patch Modelling- A BiLSTM Approach for Image Classification S. Tripathi S. Singh H. Lee 25 47 0 05 Jun 2021
Deep reinforcement learning in medical imaging: A literature review S. Kevin Zhou Hoang Ngan Le Khoa Luu Hien V Nguyen N. Ayache LM&MA OffRL MedIm 77 149 0 05 Mar 2021
Microscope Based HER2 Scoring System Jun Zhang Kuan Tian Pei Dong Haocheng Shen Kezhou Yan Jianhua Yao Junzhou Huang Xiao Han 48 4 0 15 Sep 2020
Extending Unsupervised Neural Image Compression With Supervised Multitask Learning David Tellez D. Höppener Cornelis Verhoef D. Grünhagen Pieter M H Nierop M. Drozdzal Jeroen van der Laak F. Ciompi MedIm 65 31 0 15 Apr 2020
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 162 582 0 28 Dec 2019
Deep Learning for Whole Slide Image Analysis: An Overview Dennis Núñez Ognjen Arandjelović Peter D Caie MedIm 98 272 0 18 Oct 2019
Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features Talha Qaiser Yee Wah Tsang D. Taniyama Naoya Sakamoto Kazuaki Nakane David B. A. Epstein Nasir M. Rajpoot 70 181 0 09 May 2018