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Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification

29 April 2015

Papers citing "Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification"

50 / 147 papers shown

Title
Hierarchical Phenotyping and Graph Modeling of Spatial Architecture in Lymphoid Neoplasms Pingjun Chen M. Aminu Siba El Hussein J. Khoury Jia Wu 64 4 0 30 Jun 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 33 47 0 05 Jun 2021
Weakly supervised pan-cancer segmentation tool Marvin Lerousseau Marion Classe Enzo Battistella Théo Estienne T. Henry ... R. Sun Maria Vakalopoulou J. Scoazec Eric Deutsch Nikos Paragios 42 7 0 10 May 2021
A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images F. Kanavati M. Tsuneki MedIm 42 23 0 26 Apr 2021
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification Yash Sharma A. Shrivastava L. Ehsan C. Moskaluk Sana Syed Donald E. Brown 65 139 0 19 Mar 2021
SimTriplet: Simple Triplet Representation Learning with a Single GPU Quan Liu Peter C. Louis Yuzhe Lu Aadarsh Jha Mengyang Zhao ... Joseph T. Roland Haichun Yang Shilin Zhao L. Wheless Yuankai Huo 72 36 0 09 Mar 2021
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs Valentin Anklin Pushpak Pati Guillaume Jaume Behzad Bozorgtabar Antonio Foncubierta-Rodríguez Jean-Philippe Thiran M. Sibony M. Gabrani O. Goksel 112 39 0 04 Mar 2021
Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training Brendon Lutnick L. Murali Brandon G. Ginley Avi Z. Rosenberg P. Sarder 35 10 0 23 Feb 2021
A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches Chen Li Xintong Li M. Rahaman Xirong Li Hongzan Sun ... Yong Zhang Xiaoqi Li Jian Wu Yudong Yao M. Grzegorzek 108 202 0 21 Feb 2021
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification Dominique Mercier Andreas Dengel Sheraz Ahmed AI4TS 44 5 0 11 Feb 2021
A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning Ze-kun Li Wei Zhao F. Shi Lei Qi Xingzhi Xie ... Yang Gao Shangjie Wu Jun Liu Yinghuan Shi Dinggang Shen 93 60 0 07 Feb 2021
Multi-Instance Learning by Utilizing Structural Relationship among Instances Yangling Ma Zhouwang Yang 41 4 0 03 Feb 2021
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation Vien Ngoc Dang Francesco Galati Rosa Cortese G. Giacomo Viola Marconeto Pratek Mathur Karim Lekadir Marco Lorenzi F. Prados Maria A. Zuluaga MedIm 80 36 0 22 Jan 2021
Frozen-to-Paraffin: Categorization of Histological Frozen Sections by the Aid of Paraffin Sections and Generative Adversarial Networks M. Gadermayr M. Tschuchnig Lea Maria Stangassinger Christina Kreutzer S. Couillard-Després G. Oostingh Anton Hittmair MedIm 52 5 0 15 Dec 2020
Deep learning models for gastric signet ring cell carcinoma classification in whole slide images F. Kanavati Shin Ichihara Michael Rambeau O. Iizuka K. Arihiro M. Tsuneki MedIm 52 24 0 18 Nov 2020
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning Bin Li Yin Li K. Eliceiri 149 624 0 17 Nov 2020
A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning Jiayun Li Wenyuan Li Anthony Sisk Huihui Ye W. D. Wallace W. Speier C. Arnold 67 111 0 05 Nov 2020
Multiscale Detection of Cancerous Tissue in High Resolution Slide Scans Qingchao Zhang C. Heldermon Corey Toler-Franklin MedIm 40 10 0 01 Oct 2020
Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks Jiawen Yao Xinliang Zhu J. Jonnagaddala Nicholas J Hawkins Junzhou Huang 90 392 0 23 Sep 2020
Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology Maxime W. Lafarge J. Pluim M. Veta DRL 46 8 0 26 Aug 2020
Survey of XAI in digital pathology Milda Pocevičiūtė Gabriel Eilertsen Claes Lundström 75 56 0 14 Aug 2020
A deep learning based multiscale approach to segment cancer area in liver whole slide image Yanbo Feng A. Hafiane H. Laurent MedIm 52 3 0 25 Jul 2020
Self-similarity Student for Partial Label Histopathology Image Segmentation Hsien-Tzu Cheng Chun-Fu Yeh Po-Chen Kuo Andy Wei Keng-Chi Liu Mong-Chi Ko Kuan-Hua Chao Yu-Ching Peng Tyng-Luh Liu 120 20 0 19 Jul 2020
Negative Pseudo Labeling using Class Proportion for Semantic Segmentation in Pathology Hiroki Tokunaga Brian Kenji Iwana Y. Teramoto Akihiko Yoshizawa Ryoma Bise 135 18 0 16 Jul 2020
HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach Kamran Kowsari R. Sali L. Ehsan W. Adorno Asad Ali S. Moore B. Amadi P. Kelly Sana Syed Donald Brown 59 57 0 12 Jun 2020
Diagnosis and Analysis of Celiac Disease and Environmental Enteropathy on Biopsy Images using Deep Learning Approaches Kamran Kowsari 109 2 0 11 Jun 2020
CovidCTNet: An Open-Source Deep Learning Approach to Identify Covid-19 Using CT Image T. Javaheri Morteza Homayounfar Zohreh Amoozgar R. Reiazi F. Homayounieh ... Guanglan Zhang L. Chitkushev B. Haibe-Kains R. Malekzadeh Reza Rawassizadeh 133 51 0 06 May 2020
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential M. Tschuchnig G. Oostingh M. Gadermayr MedIm AI4CE GAN 100 90 0 30 Apr 2020
Accurate Tumor Tissue Region Detection with Accelerated Deep Convolutional Neural Networks Gabriel Tjio Xulei Yang J. Hong S. T. Wong Vanessa M. Y. Ding A. Choo Yi Su MedIm 29 1 0 18 Apr 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
Weakly supervised multiple instance learning histopathological tumor segmentation Marvin Lerousseau Maria Vakalopoulou Marion Classe J. Adam Enzo Battistella Alexandre Carré Théo Estienne T. Henry Eric Deutsch Nikos Paragios 97 96 0 10 Apr 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 341 237 0 16 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 48 30 0 11 Mar 2020
Gastric histopathology image segmentation using a hierarchical conditional random field Changhao Sun Chen Li Jinghua Zhang Muhammad Rahaman Shiliang Ai Hao Chen Frank Kulwa Yixin Li Xiaoyan Li Tao Jiang 109 47 0 03 Mar 2020
Analysis Of Multi Field Of View Cnn And Attention Cnn On H&E Stained Whole-slide Images On Hepatocellular Carcinoma M. Sayici R. Yamashita Jeanne Shen 21 1 0 12 Feb 2020
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images Noriaki Hashimoto D. Fukushima R. Koga Yusuke Takagi Kaho Ko K. Kohno Masato Nakaguro S. Nakamura H. Hontani Ichiro Takeuchi MedIm 86 184 0 06 Jan 2020
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 164 584 0 28 Dec 2019
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains Lyndon Chan Mahdi S. Hosseini Konstantinos N. Plataniotis 93 101 0 24 Dec 2019
Deep Multi-Magnification Networks for Multi-Class Breast Cancer Image Segmentation D. J. Ho D. V. K. Yarlagadda Timothy D’alfonso M. Hanna Anne Grabenstetter Peter Ntiamoah E. Brogi L. Tan Thomas J. Fuchs 60 108 0 29 Oct 2019
Deep Learning Models for Digital Pathology A. Bentaieb Ghassan Hamarneh MedIm 55 12 0 27 Oct 2019
Deep Learning for Whole Slide Image Analysis: An Overview Dennis Núñez Ognjen Arandjelović Peter D Caie MedIm 98 273 0 18 Oct 2019
Multi-Stage Pathological Image Classification using Semantic Segmentation Shusuke Takahama Y. Kurose Yusuke Mukuta Hiroyuki Abe M. Fukayama Akihiko Yoshizawa M. Kitagawa Tatsuya Harada 82 48 0 10 Oct 2019
Large-scale Gastric Cancer Screening and Localization Using Multi-task Deep Neural Network Hong Yu Xiaofan Zhang Ling-Jun Song Liren Jiang Xiaodi Huang ... Weiwei Sun Yangqiong Zhang Guangyi Peng Weiwei Shen Guohui Fu 73 13 0 09 Oct 2019
Exascale Deep Learning to Accelerate Cancer Research Robert M. Patton J. T. Johnston Steven R. Young Catherine D. Schuman T. Potok ... Junghoon Chae L. Hou Shahira Abousamra Dimitris Samaras Joel H. Saltz 39 15 0 26 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 159 74 0 08 Sep 2019
High Resolution Medical Image Analysis with Spatial Partitioning L. Hou Youlong Cheng Noam M. Shazeer Niki Parmar Yeqing Li P. Korfiatis Travis M. Drucker D. Blezek Xiaodan Song 73 25 0 06 Sep 2019
Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images Muhammad Shaban Ruqayya Awan M. Fraz A. Azam David R. J. Snead Nasir M. Rajpoot MedIm 69 143 0 22 Jul 2019
DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention Ziqiang Li Rentuo Tao Qianrun Wu Bin Li MedIm 21 8 0 15 Jul 2019
Automatic Mass Detection in Breast Using Deep Convolutional Neural Network and SVM Classifier Md. Kamrul Hasan Tajwar Abrar Aleef 18 5 0 09 Jul 2019
Classification of glomerular hypercellularity using convolutional features and support vector machine Paulo Chagas Luiz Souza I. Araújo N. Aldeman A. Duarte M. Angelo Washington L. C. dos-Santos Luciano Oliveira 21 60 0 28 Jun 2019