Attention-based Deep Multiple Instance Learning

13 February 2018

Papers citing "Attention-based Deep Multiple Instance Learning"

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Title
Learning Data Teaching Strategies Via Knowledge Tracing Ghodai M. Abdelrahman Qing Wang 24 12 0 13 Nov 2021
HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization Eduardo Conde-Sousa João Vale Ming Feng Kele Xu Yin Wang ... Guilherme Aresta Teresa Araújo Paulo Aguiar C. Eloy A. Polónia 24 28 0 08 Nov 2021
Nested Multiple Instance Learning with Attention Mechanisms Saul Fuster T. Eftestøl K. Engan 27 9 0 01 Nov 2021
Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging Andriy Myronenko Ziyue Xu Dong Yang H. Roth Daguang Xu 17 49 0 01 Nov 2021
Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A review Rubaiyat Hossain Mondal Subrato Bharati Prajoy Podder 27 56 0 28 Oct 2021
Dynamic Review-based Recommenders K. Cvejoski Ramses J. Sanchez Christian Bauckhage C. Ojeda BDL KELM 26 2 0 27 Oct 2021
MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images Shuai Jiang A. Suriawinata Saeed Hassanpour 16 26 0 22 Oct 2021
Weakly Supervised Attention-based Models Using Activation Maps for Citrus Mite and Insect Pest Classification Edson Bollis H. Maia Hélio Pedrini Sandra Avila 39 18 0 02 Oct 2021
Algorithm Fairness in AI for Medicine and Healthcare Richard J. Chen Tiffany Y. Chen Jana Lipkova Judy J. Wang Drew F. K. Williamson Ming Y. Lu S. Sahai Faisal Mahmood FaML 73 45 0 01 Oct 2021
Multi-Modal Multi-Instance Learning for Retinal Disease Recognition Xirong Li Yang Zhou Jie Wang Hailan Lin Jianchun Zhao Dayong Ding Weihong Yu You-xin Chen 27 36 0 25 Sep 2021
Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images Zhenzhen Wang Carla Saoud A. Popel Aaron W. James Aleksander S. Popel Jeremias Sulam 21 21 0 22 Sep 2021
Self-supervised learning methods and applications in medical imaging analysis: A survey Saeed Shurrab R. Duwairi OOD 39 178 0 17 Sep 2021
A Pathology Deep Learning System Capable of Triage of Melanoma Specimens Utilizing Dermatopathologist Consensus as Ground Truth Sivaramakrishnan Sankarapandian S. Kohn Vaughn Spurrier S. Grullon R. Soans ... K. Motaparthi Jason B. Lee W. Shon Michael J. Bonham Julianna D. Ianni LM&MA MedIm 22 14 0 15 Sep 2021
Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection N. Islam S. Gehlot Zongwei Zhou Michael B. Gotway Jianming Liang OOD 88 11 0 15 Sep 2021
Multi-Scale Input Strategies for Medulloblastoma Tumor Classification using Deep Transfer Learning M. Bengs S. Pant M. Bockmayr U. Schüller Alexander Schlaefer 31 4 0 14 Sep 2021
Self supervised learning improves dMMR/MSI detection from histology slides across multiple cancers C. Saillard Olivier Dehaene Tanguy Marchand O. Moindrot A. Kamoun B. Schmauch S. Jégou 38 39 0 13 Sep 2021
Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study Junhua Chen Inigo Bermejo Andre Dekker L. Wee DiffM MedIm AI4CE 25 8 0 06 Sep 2021
A QuadTree Image Representation for Computational Pathology R. Jewsbury A. Bhalerao Nasir M. Rajpoot 30 9 0 24 Aug 2021
ProtoMIL: Multiple Instance Learning with Prototypical Parts for Whole-Slide Image Classification Dawid Rymarczyk Adam Pardyl Jaroslaw Kraus Aneta Kaczyńska M. Skomorowski Bartosz Zieliñski 17 21 0 24 Aug 2021
Deep Joint Learning of Pathological Region Localization and Alzheimer's Disease Diagnosis Changhyun Park Heung-Il Suk 34 3 0 10 Aug 2021
COVID-view: Diagnosis of COVID-19 using Chest CT Shreeraj Jadhav Gaofeng Deng M. Zawin Arie Kaufman 46 18 0 09 Aug 2021
Redatuming physical systems using symmetric autoencoders P. Bharadwaj Matthew T.C. Li L. Demanet 28 4 0 05 Aug 2021
Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning Richard J. Chen Ming Y. Lu Drew F. K. Williamson Tiffany Y. Chen Jana Lipkova ... Maha Shady Mane Williams Bumjin Joo Zahra Noor Faisal Mahmood 20 13 0 04 Aug 2021
Adversarial learning of cancer tissue representations A. Quiros N. Coudray A. Yeaton Wisuwat Sunhem Roderick Murray-Smith A. Tsirigos Ke-Fei Yuan GAN OOD MedIm 30 11 0 04 Aug 2021
Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks Richard J. Chen Ming Y. Lu Muhammad Shaban Chengkuan Chen Tiffany Y. Chen Drew F. K. Williamson Faisal Mahmood 3DPC MedIm 57 153 0 27 Jul 2021
DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer Yoni Schirris E. Gavves I. Nederlof H. Horlings Jonas Teuwen 27 93 0 20 Jul 2021
PICASO: Permutation-Invariant Cascaded Attentional Set Operator Samira Zare H. Nguyen 16 5 0 17 Jul 2021
Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification Talha Qaiser S. Winzeck Theodore Barfoot T. Barwick S. Doran ... N. Tunariu D. Koh C. Messiou A. Rockall Ben Glocker 16 8 0 16 Jul 2021
Attention based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms S. Suman Gagandeep Singh N. Sakla Rishabh Gattu Jeremy Green T. Phatak Dimitris Samaras Prateek Prasanna 40 11 0 13 Jul 2021
Case-based Similar Image Retrieval for Weakly Annotated Large Histopathological Images of Malignant Lymphoma Using Deep Metric Learning Noriaki Hashimoto Y. Takagi Hiroki Masuda H. Miyoshi K. Kohno ... Yoshino Kawaguchi Shigeo Nakamura K. Ohshima H. Hontani Ichiro Takeuchi MedIm 32 16 0 08 Jul 2021
A Survey on Graph-Based Deep Learning for Computational Histopathology David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson GNN AI4CE 26 108 0 01 Jul 2021
A Lightweight ReLU-Based Feature Fusion for Aerial Scene Classification Md. Adnan Arefeen Sumaiya Tabassum Nimi M. Y. S. Uddin Zhu Li 35 10 0 15 Jun 2021
HistoTransfer: Understanding Transfer Learning for Histopathology Yash Sharma L. Ehsan Sana Syed Donald E. Brown MedIm 29 21 0 13 Jun 2021
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis Kangning Liu Yiqiu Shen Nan Wu Jakub Chledowski C. Fernandez‐Granda Krzysztof J. Geras 25 23 0 13 Jun 2021
Efficient Classification of Very Large Images with Tiny Objects Fanjie Kong Ricardo Henao 27 34 0 04 Jun 2021
You Never Cluster Alone Yuming Shen Ziyi Shen Menghan Wang Jie Qin Philip Torr Ling Shao SSL 23 43 0 03 Jun 2021
Imperceptible Adversarial Examples for Fake Image Detection Quanyu Liao Yuezun Li Xiaoqiang Guo Bin Kong Yingxin Zhu Jianlei Liu Zhuqing Jiang Qi Song Xi Wu AAML 100 33 0 03 Jun 2021
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification Zhucheng Shao Hao Bian Yang Chen Yifeng Wang Jian Zhang Xiangyang Ji Yongbing Zhang ViT MedIm 39 640 0 02 Jun 2021
Dual Normalization Multitasking for Audio-Visual Sounding Object Localization Tokuhiro Nishikawa Daiki Shimada Jerry Jun Yokono 15 0 0 01 Jun 2021
Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction Yan Wang Peng Tang Yuyin Zhou Wei Shen Elliot K. Fishman Alan Yuille MedIm 30 24 0 31 May 2021
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images Julio Silva-Rodríguez Adrián Colomer Valery Naranjo 29 42 0 21 May 2021
Self-learning for weakly supervised Gleason grading of local patterns Julio Silva-Rodríguez Adrián Colomer Jose Dolz Valery Naranjo 14 33 0 21 May 2021
Sharing Pain: Using Pain Domain Transfer for Video Recognition of Low Grade Orthopedic Pain in Horses Sofia Broomé K. Ask Maheen Rashid-Engström Pia Haubro Andersen Hedvig Kjellström 21 12 0 21 May 2021
Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network Fasil Gadjimuradov Thomas Benkert M. Nickel Andreas Maier OOD 25 11 0 19 May 2021
DEEMD: Drug Efficacy Estimation against SARS-CoV-2 based on cell Morphology with Deep multiple instance learning M. Saberian Kathleen P. Moriarty A. Olmstead Christian Hallgrimson Franccois Jean I. Nabi Maxwell W. Libbrecht Ghassan Hamarneh 37 12 0 10 May 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 21 7 0 10 May 2021
SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification Marvin Lerousseau Maria Vakalopoulou Eric Deutsch Nikos Paragios 21 20 0 06 May 2021
Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels using Variational Auto-Encoder Weijia Zhang 27 12 0 04 May 2021
Weakly supervised deep learning-based intracranial hemorrhage localization Jakub Nemček Tomáš Vičar Roman Jakubicek 21 8 0 03 May 2021
Lung Cancer Diagnosis Using Deep Attention Based on Multiple Instance Learning and Radiomics Junhua Chen H. Zeng Chong Zhang Zhenwei Shi Andre Dekker L. Wee Inigo Bermejo 21 25 0 29 Apr 2021