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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"

47 / 147 papers shown

Title
Deep Instance-Level Hard Negative Mining Model for Histopathology Images Meng Li Lin Wu Arnold Wiliem Kun-li Zhao Teng Zhang Brian C. Lovell 53 32 0 24 Jun 2019
Deep Learning Development Environment in Virtual Reality K. VanHorn Meyer Zinn M. Çobanoğlu 26 11 0 13 Jun 2019
Patch Transformer for Multi-tagging Whole Slide Histopathology Images Weijian Li Viet-Duy Nguyen Haofu Liao Matt Wilder Ke Cheng Jiebo Luo ViT MedIm 96 31 0 10 Jun 2019
An attention-based multi-resolution model for prostate whole slide imageclassification and localization Jiayun Li Wenyuan Li Arkadiusz Gertych Beatrice Knudsen W. Speier C. Arnold 117 36 0 30 May 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 77 96 0 26 May 2019
Processing Megapixel Images with Deep Attention-Sampling Models Angelos Katharopoulos Franccois Fleuret 85 65 0 03 May 2019
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanisms Hao Sun Xianxu Zeng Tao Xu G. Peng Yutao Ma 61 96 0 24 Apr 2019
Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology Hiroki Tokunaga Y. Teramoto Akihiko Yoshizawa Ryoma Bise 90 119 0 12 Apr 2019
Diagnosis of Celiac Disease and Environmental Enteropathy on Biopsy Images Using Color Balancing on Convolutional Neural Networks Kamran Kowsari R. Sali Marium N. Khan W. Adorno S. A. Ali S. Moore B. Amadi P. Kelly Sana Syed Donald E. Brown 65 15 0 10 Apr 2019
Label Super Resolution with Inter-Instance Loss Maozheng Zhao L. Hou H. Le Dimitris Samaras Nebojsa Jojic ... Tahsin M. Kurc Rajarsi R. Gupta Kolya Malkin S. Kenneth Joel H. Saltz SupR 25 1 0 09 Apr 2019
Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection Jia-Xing Zhong Nannan Li Weijie Kong Shan Liu Thomas H. Li Ge Li NoLa SSL 116 410 0 18 Mar 2019
Patch Clustering for Representation of Histopathology Images Wafa Chenni Habib Herbi Morteza Babaie H. R. Tizhoosh 37 4 0 17 Mar 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 143 194 0 12 Mar 2019
Colorectal Cancer Outcome Prediction from H&E Whole Slide Images using Machine Learning and Automatically Inferred Phenotype Profiles Xingzhi Yue Neofytos Dimitriou Ognjen Arandjelovic 44 41 0 10 Feb 2019
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 81 83 0 30 Dec 2018
Signal Classification under structure sparsity constraints T. Vu 46 0 0 28 Dec 2018
Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method Haruki Imai Samuel Matzek Tung D. Le Yasushi Negishi K. Kawachiya MedIm 61 10 0 19 Dec 2018
Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides Naofumi Tomita B. Abdollahi Jason W. Wei Bing Ren A. Suriawinata Saeed Hassanpour MedIm 82 171 0 20 Nov 2018
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling C. Perone P. Ballester Rodrigo C. Barros Julien Cohen-Adad OOD 104 209 0 14 Nov 2018
Neural Image Compression for Gigapixel Histopathology Image Analysis David Tellez G. Litjens Jeroen van der Laak F. Ciompi 76 209 0 07 Nov 2018
Methods for Segmentation and Classification of Digital Microscopy Tissue Images Q. Vu S. Graham Minh-Son To Muhammad Shaban Talha Qaiser ... Tianhao Zhao Rajarsi R. Gupta J. T. Kwak Nasir M. Rajpoot Joel H. Saltz 129 274 0 31 Oct 2018
Cancer Metastasis Detection With Neural Conditional Random Field Yi Li Ming-Yu Liu MedIm 88 100 0 19 Jun 2018
Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology Heather D. Couture J. S. Marron C. Perou M. Troester Marc Niethammer 3DH 74 61 0 13 Jun 2018
Fully Convolutional Network for Melanoma Diagnostics Adon Phillips I. Teo J. Lang MedIm 42 2 0 12 Jun 2018
Understanding Patch-Based Learning by Explaining Predictions Christopher J. Anders G. Montavon Wojciech Samek K. Müller UQCV FAtt 62 6 0 11 Jun 2018
Improving Whole Slide Segmentation Through Visual Context - A Systematic Study K. Sirinukunwattana N. K. Alham C. Verrill J. Rittscher 72 41 0 11 Jun 2018
Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease Sarah Parisot S. Ktena Enzo Ferrante M. J. Lee Ricardo Guerrero Ben Glocker Daniel Rueckert MedIm 100 541 0 05 Jun 2018
Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images Jian Ren Ilker Hacihaliloglu E. Singer D. Foran X. Qi GAN MedIm OOD 96 107 0 04 Jun 2018
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images Sachin Mehta E. Mercan Jamen Bartlett D. Weaver J. Elmore Linda G. Shapiro 87 196 0 04 Jun 2018
Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations M. Gadermayr Laxmi Gupta B. Klinkhammer P. Boor Dorit Merhof GAN MedIm 61 21 0 25 May 2018
Terabyte-scale Deep Multiple Instance Learning for Classification and Localization in Pathology Gabriele Campanella V. Silva Thomas J. Fuchs 75 83 0 17 May 2018
Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification Kamyar Nazeri Azad Aminpour Mehran Ebrahimi 57 267 0 11 Mar 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 213 1,844 0 13 Feb 2018
Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification Y. S. Vang Zhen Chen Xiaohui Xie 69 100 0 03 Feb 2018
Classification and Disease Localization in Histopathology Using Only Global Labels: A Weakly-Supervised Approach P. Courtiol Eric W. Tramel Marc Sanselme G. Wainrib 99 118 0 01 Feb 2018
Unsupervised Histopathology Image Synthesis L. Hou Ayush Agarwal Dimitris Samaras Tahsin M. Kurc Rajarsi R. Gupta Joel H. Saltz MedIm 52 64 0 13 Dec 2017
Deep Learning with Permutation-invariant Operator for Multi-instance Histopathology Classification Jakub M. Tomczak Maximilian Ilse Max Welling MedIm 54 11 0 01 Dec 2017
Thoracic Disease Identification and Localization with Limited Supervision Zhe Li Chong Wang Mei Han Yuan Xue Wei Wei Li Li F. Li 81 330 0 17 Nov 2017
Learning to Segment Breast Biopsy Whole Slide Images Sachin Mehta E. Mercan Jamen Bartlett D. Weaver J. Elmore Linda G. Shapiro MedIm 67 41 0 08 Sep 2017
Machine learning methods for histopathological image analysis D. Komura S. Ishikawa 90 703 0 04 Sep 2017
Segmentation of Glioma Tumors in Brain Using Deep Convolutional Neural Network S. Hussain Syed Muhammad Anwar Muhammad Majid 70 210 0 01 Aug 2017
CNN Cascades for Segmenting Whole Slide Images of the Kidney M. Gadermayr Ann-Kathrin Dombrowski B. Klinkhammer P. Boor Dorit Merhof 58 77 0 01 Aug 2017
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification Wentao Zhu Qi Lou Y. S. Vang Xiaohui Xie 74 275 0 23 May 2017
Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images Veda Murthy L. Hou Dimitris Samaras Tahsin M. Kurc Joel H. Saltz 64 37 0 20 Dec 2016
Structured Dropout for Weak Label and Multi-Instance Learning and Its Application to Score-Informed Source Separation Sebastian Ewert Mark Sandler 53 23 0 15 Sep 2016
Learning scale-variant and scale-invariant features for deep image classification Nanne van Noord E. Postma SSL 80 158 0 03 Feb 2016
Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning T. Vu Hojjat Seyed Mousavi V. Monga A. Rao G. Rao 114 166 0 16 Jun 2015