Accounting for Dependencies in Deep Learning Based Multiple Instance
Learning for Whole Slide Imaging

Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging

1 November 2021

Andriy Myronenko

Ziyue Xu

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Papers citing "Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging"

14 / 14 papers shown

Title
Denoising Mutual Knowledge Distillation in Bi-Directional Multiple Instance Learning Chen Shu Boyu Fu Yiman Li Ting Yin Wenchuan Zhang Jie Chen Yuhao Yi Hong Bu 121 0 0 17 May 2025
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 664 41,103 0 22 Oct 2020
Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images Ming Y. Lu Drew F. K. Williamson Tiffany Y. Chen Richard J. Chen Matteo Barbieri Faisal Mahmood 115 1,325 0 20 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 46 93 0 10 Apr 2020
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification Sam Maksoud Kun-li Zhao Peter Hobson A. Jennings Brian C. Lovell 42 29 0 11 Mar 2020
Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists W. Bulten M. Balkenhol J. A. Belinga A. Brilhante A. Çakır ... H. V. van Boven R. Vink J. A. van der Laak C. Hulsbergen-van der Kaa G. Litjens 71 129 0 11 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 60 184 0 06 Jan 2020
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 132 580 0 28 Dec 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 309 2,387 0 11 Nov 2019
AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data Zeyuan Wang Josiah Poon S. Poon 39 7 0 03 Jul 2019
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 175 1,816 0 13 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 132,199 0 12 Jun 2017
Multiple Instance Learning: A Survey of Problem Characteristics and Applications M. Carbonneau Veronika Cheplygina Eric Granger G. Gagnon 69 626 0 11 Dec 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,184 0 16 Mar 2016