Attention-based Deep Multiple Instance Learning

13 February 2018

Papers citing "Attention-based Deep Multiple Instance Learning"

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Title
An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI Rocío del Amor Laetitia Launet Adrián Colomer Anais Moscardó Andrés Mosquera-Zamudio C. Monteagudo Valery Naranjo MedIm 25 2 0 20 Apr 2021
Mapping the Internet: Modelling Entity Interactions in Complex Heterogeneous Networks Šimon Mandlík Tomás Pevný 29 5 0 19 Apr 2021
SurvNAM: The machine learning survival model explanation Lev V. Utkin Egor D. Satyukov A. Konstantinov AAML FAtt 44 28 0 18 Apr 2021
MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data Hao Guan Chaoyue Wang Dacheng Tao 24 30 0 08 Apr 2021
OXnet: Omni-supervised Thoracic Disease Detection from Chest X-rays Luyang Luo Hao Chen Yanning Zhou Huangjing Lin Pheng-Ann Pheng 19 8 0 07 Apr 2021
Differentiable Patch Selection for Image Recognition Jean-Baptiste Cordonnier Aravindh Mahendran Alexey Dosovitskiy Dirk Weissenborn Jakob Uszkoreit Thomas Unterthiner 33 93 0 07 Apr 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 25 175 0 31 Mar 2021
Few-shot Weakly-Supervised Object Detection via Directional Statistics Amirreza Shaban Amir M. Rahimi Thalaiyasingam Ajanthan Byron Boots Richard I. Hartley WSOD 21 5 0 25 Mar 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 20 134 0 19 Mar 2021
Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI Reza Shirkavand Sana Ayromlou Soroush Farghadani M. Tahaei Fattane Pourakpour Bahareh Siahlou Z. Khodakarami M. Rohban M. Fatehi Hamid R. Rabiee 33 1 0 18 Mar 2021
HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification Yanlun Tu Houchao Lei Wei Long Yang Yang 35 16 0 17 Mar 2021
Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles Jevgenij Gamper Nasir M. Rajpoot 27 63 0 08 Mar 2021
An Interpretable Multiple-Instance Approach for the Detection of referable Diabetic Retinopathy from Fundus Images Alexandros Papadopoulos F. Topouzis A. Delopoulos 43 26 0 02 Mar 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 39 57 0 07 Feb 2021
A Global-local Attention Framework for Weakly Labelled Audio Tagging Helin Wang Yuexian Zou Wenwu Wang 21 6 0 03 Feb 2021
Multi-Instance Learning by Utilizing Structural Relationship among Instances Yangling Ma Zhouwang Yang 22 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 25 35 0 22 Jan 2021
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 40 36 0 11 Jan 2021
SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II Xiangjun Wang Junxiao Song Penghui Qi Peng Peng Zhenkun Tang ... Xiongjun Pi Jujie He Chao Gao Haitao Long Quan Yuan 24 40 0 24 Dec 2020
Learning Aggregation Functions Giovanni Pellegrini Alessandro Tibo P. Frasconi Andrea Passerini M. Jaeger FedML 18 19 0 15 Dec 2020
AMINN: Autoencoder-based Multiple Instance Neural Network Improves Outcome Prediction of Multifocal Liver Metastases Jianan Chen H. Cheung L. Milot Anne L. Martel 27 13 0 12 Dec 2020
Deformable Gabor Feature Networks for Biomedical Image Classification Xuan Gong Xin Xia Wentao Zhu Baochang Zhang David Doermann Lian Zhuo OOD MedIm 22 24 0 07 Dec 2020
Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology Olivier Dehaene Axel Camara O. Moindrot Axel de Lavergne P. Courtiol 26 69 0 07 Dec 2020
Classifying bacteria clones using attention-based deep multiple instance learning interpreted by persistence homology Adriana Borowa Dawid Rymarczyk D. Ochonska M. Brzychczy-Wloch Bartosz Zieliñski 14 7 0 02 Dec 2020
Attention-Based Learning on Molecular Ensembles Kangway V Chuang Michael J. Keiser 22 8 0 25 Nov 2020
On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks Jiachen Sun Karl Koenig Yulong Cao Qi Alfred Chen Z. Morley Mao 3DPC 21 20 0 24 Nov 2020
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data A. Mohammed I. Farup Marius Pedersen Sule YAYILGAN YILDIRIM Ø. Hovde 34 18 0 22 Nov 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 30 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 9 593 0 17 Nov 2020
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty Soufiane Belharbi Jérôme Rony Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 24 52 0 14 Nov 2020
Deep Learning Derived Histopathology Image Score for Increasing Phase 3 Clinical Trial Probability of Success Qi Tang Vardaan Kishore Kumar 6 0 0 10 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 24 108 0 05 Nov 2020
Deep DA for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labeled Videos G. Praveen Eric Granger P. Cardinal 17 2 0 28 Oct 2020
Unsupervised deep learning for grading of age-related macular degeneration using retinal fundus images Baladitya Yellapragada Sascha Hornauer Kiersten Snyder Stella X. Yu Glenn Yiu MedIm 16 4 0 22 Oct 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 19 1 0 19 Oct 2020
Deep Multi-path Network Integrating Incomplete Biomarker and Chest CT Data for Evaluating Lung Cancer Risk Riqiang Gao Yucheng Tang Kaiwen Xu M. Kammer S. Antic S. Deppen K. Sandler P. Massion Yuankai Huo Bennett A. Landman 22 10 0 19 Oct 2020
RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification Shujun Wang Yaxi Zhu Lequan Yu Hao Chen Huangjing Lin Xiangbo Wan Xinjuan Fan Pheng-Ann Hen 36 144 0 13 Oct 2020
Self-Guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs C. Seibold Jens Kleesiek H. Schlemmer Rainer Stiefelhagen SSL 21 6 0 30 Sep 2020
Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations Antoine Pirovano H. Heuberger Sylvain Berlemont Saïd Ladjal Isabelle Bloch 24 12 0 29 Sep 2020
Predicting Parkinson's Disease with Multimodal Irregularly Collected Longitudinal Smartphone Data Weijian Li Wei-wei Zhu E. R. Dorsey Jiebo Luo 14 7 0 25 Sep 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 6 379 0 23 Sep 2020
Federated Learning for Computational Pathology on Gigapixel Whole Slide Images Ming Y. Lu Dehan Kong Jana Lipkova Richard J. Chen Rajendra Singh Drew F. K. Williamson Tiffany Y. Chen Faisal Mahmood FedML MedIm 31 169 0 21 Sep 2020
Sparse Network Inversion for Key Instance Detection in Multiple Instance Learning Beomjo Shin Junsu Cho Hwanjo Yu Seungjin Choi 10 3 0 07 Sep 2020
Multimodal brain tumor classification Marvin Lerousseau Eric Deutsch Nikos Paragios 16 7 0 03 Sep 2020
Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology Maxime W. Lafarge J. Pluim M. Veta DRL 24 8 0 26 Aug 2020
Certainty Pooling for Multiple Instance Learning J. Gildenblat Ido Ben-Shaul Z. Lapp Eldad Klaiman 18 4 0 24 Aug 2020
Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos R Gnana Praveen Eric Granger P. Cardinal 31 20 0 13 Aug 2020
Sharp Multiple Instance Learning for DeepFake Video Detection Xiaodan Li Yining Lang YueFeng Chen Xiaofeng Mao Yuan He Shuhui Wang Hui Xue Quan Lu AAML 35 171 0 11 Aug 2020
A Flow-Guided Mutual Attention Network for Video-Based Person Re-Identification M. Kiran Amran Bhuiyan Louis-Antoine Blais-Morin Mehrsan Javan Ismail Ben Ayed Eric Granger 3DPC 21 0 0 09 Aug 2020
Reliable Liver Fibrosis Assessment from Ultrasound using Global Hetero-Image Fusion and View-Specific Parameterization Bowen Li K. Yan D. Tai Yuankai Huo Le Lu Jing Xiao Adam P. Harrison MedIm 6 5 0 07 Aug 2020