Terabyte-scale Deep Multiple Instance Learning for Classification and Localization in Pathology

17 May 2018

Papers citing "Terabyte-scale Deep Multiple Instance Learning for Classification and Localization in Pathology"

17 / 17 papers shown

Title
Classifying Whole Slide Images: What Matters? Long Nguyen Aiden Nibali Joshua Millward Zhen He 32 0 0 05 Oct 2023
Iterative Patch Selection for High-Resolution Image Recognition Benjamin Bergner C. Lippert Aravindh Mahendran 30 12 0 24 Oct 2022
Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification Dwarikanath Mahapatra MedIm 25 2 0 04 Apr 2022
Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups Lucy Godson Navid Alemi Koohbanani J. Nsengimana G. Cook Emily L. Clarke Darren Treanor D. Bishop J. Newton-Bishop A. Gooya 29 1 0 23 Feb 2022
Magnifying Networks for Images with Billions of Pixels Neofytos Dimitriou Ognjen Arandjelovic 31 2 0 12 Dec 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 57 194 0 21 Feb 2021
Kernel Self-Attention in Deep Multiple Instance Learning Dawid Rymarczyk Adriana Borowa Jacek Tabor Bartosz Zieliñski SSL 14 5 0 25 May 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 27 92 0 10 Apr 2020
PanNuke Dataset Extension, Insights and Baselines Jevgenij Gamper Navid Alemi Koohbanani Ksenija Benes S. Graham Mostafa Jahanifar S. Khurram A. Azam K. Hewitt Nasir M. Rajpoot 124 176 0 24 Mar 2020
Automated Detection of Cribriform Growth Patterns in Prostate Histology Images P. Ambrosini E. Hollemans C. Kweldam G. Leenders S. Stallinga F. Vos MedIm 23 26 0 23 Mar 2020
Deep Learning for Whole Slide Image Analysis: An Overview Dennis Núñez Ognjen Arandjelović Peter D Caie MedIm 43 267 0 18 Oct 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 34 36 0 30 May 2019
Self-Supervised Similarity Learning for Digital Pathology J. Gildenblat Eldad Klaiman SSL 25 47 0 20 May 2019
Similar Image Search for Histopathology: SMILY Narayan Hegde J. Hipp Yun-Hui Liu M. Emmert-Buck Emily Reif ... C. Mermel Phil Q. Nelson L. Peng G. Corrado Martin C. Stumpe 38 138 0 30 Jan 2019
Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer K. Nagpal Davis Foote Yun-Hui Liu Po-Hsuan Cameron Chen Chen ... A. Evans A. Sangoi C. Mermel J. Hipp Martin C. Stumpe 20 409 0 15 Nov 2018
Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle Biopsies A. Kapil A. Meier A. Zuraw K. Steele Marlon Rebelatto Gunter Schmidt N. Brieu 20 91 0 28 Jun 2018
Towards computational fluorescence microscopy: Machine learning-based integrated prediction of morphological and molecular tumor profiles Alexander Binder M. Bockmayr Miriam Hagele S. Wienert Daniel Heim ... M. Dietel A. Hocke C. Denkert K. Müller Frederick Klauschen AI4CE 24 27 0 28 May 2018