Attention-based Deep Multiple Instance Learning

13 February 2018

Papers citing "Attention-based Deep Multiple Instance Learning"

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Title
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence J. R. Rico-Juan Víctor M. Sánchez-Cartagena J. J. Valero-Mas Antonio Javier Gallego 14 2 0 29 Jan 2024
Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization Qi Bi Wei Ji Jingjun Yi Haolan Zhan Gui-Song Xia 30 0 0 16 Jan 2024
Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction Yilan Zhang Yingxue Xu Jianqi Chen Fengying Xie Hao Chen 40 27 0 03 Jan 2024
Deep Learning model predicts the c-Kit-11 mutational status of canine cutaneous mast cell tumors by HE stained histological slides C. Puget J. Ganz J. Ostermaier T. Konrad E. Parlak C. Bertram M. Kiupel Katharina Breininger Marc Aubreville R. Klopfleisch MedIm 16 0 0 02 Jan 2024
STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction Dennis Wu Jerry Yao-Chieh Hu Weijian Li Bo-Yu Chen Han Liu AI4TS 24 32 0 28 Dec 2023
MIVC: Multiple Instance Visual Component for Visual-Language Models Wenyi Wu Qi Li Leon Wenliang Zhong Junzhou Huang 33 3 0 28 Dec 2023
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology S. Kapse Pushpak Pati Srijan Das Jingwei Zhang Chao Chen Maria Vakalopoulou Joel H. Saltz Dimitris Samaras Rajarsi R. Gupta Prateek Prasanna 34 11 0 22 Dec 2023
Multiple Instance Learning for Uplift Modeling Yao Zhao Haipeng Zhang Shiwei Lyu Ruiying Jiang Jinjie Gu Guannan Zhang 30 2 0 15 Dec 2023
Artificial Intelligence for Digital and Computational Pathology Andrew H. Song Guillaume Jaume Drew F. K. Williamson Ming Y. Lu Anurag J. Vaidya Tiffany R. Miller Faisal Mahmood AI4CE 30 130 0 13 Dec 2023
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification Bodong Zhang Hamid Manoochehri M. M. Ho Fahimeh Fooladgar Yosep Chong Beatrice Knudsen Deepika Sirohi Tolga Tasdizen 45 4 0 12 Dec 2023
Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images Baowei Li Zhenyu Liu Lizhi Shao Bensheng Qiu Hong Bu Jie Tian OOD MedIm 34 6 0 11 Dec 2023
Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification Renao Yan Qiehe Sun Cheng Jin Yiqing Liu Yonghong He Tian Guan Hao Chen 46 9 0 09 Dec 2023
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Bag-Level Classifier is a Good Instance-Level Teacher Hongyi Wang Luyang Luo Fang Wang Ruofeng Tong Yen-Wei Chen Hongjie Hu Lanfen Lin Hao Chen VLM 32 4 0 02 Dec 2023
A Generalizable Deep Learning System for Cardiac MRI R. Shad C. Zakka Dhamanpreet Kaur R. Fong R. Filice ... Victor Ferrari Euan A. Ashley Michael A. Acker Curt P. Langlotz W. Hiesinger MedIm 57 1 0 01 Dec 2023
Slot-Mixup with Subsampling: A Simple Regularization for WSI Classification Seongho Keum Sanghyun Kim Soojeong Lee Juho Lee 42 2 0 29 Nov 2023
WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images Pingyi Chen Honglin Li Chenglu Zhu Sunyi Zheng Zhongyi Shui Lin Yang 26 7 0 27 Nov 2023
A Unified Approach to Count-Based Weakly-Supervised Learning Vinay Shukla Zhe Zeng Kareem Ahmed Mathias Niepert SSL 55 6 0 22 Nov 2023
High-resolution Image-based Malware Classification using Multiple Instance Learning Tim Peters H. Farhat 14 0 0 21 Nov 2023
Deep learning-based detection of morphological features associated with hypoxia in H&E breast cancer whole slide images P. Manescu Joseph Geradts D. Fernández-Reyes 14 0 0 21 Nov 2023
Long-MIL: Scaling Long Contextual Multiple Instance Learning for Histopathology Whole Slide Image Analysis Honglin Li Yunlong Zhang Chenglu Zhu Jiatong Cai Sunyi Zheng Lin Yang VLM 35 4 0 21 Nov 2023
MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic Features Mingxin Liu Yunzan Liu Hui Cui Chunquan Li Jiquan Ma 32 9 0 20 Nov 2023
Inherently Interpretable Time Series Classification via Multiple Instance Learning Joseph Early Gavin K. C. Cheung Kurt Cutajar Hanting Xie Jas Kandola Niall Twomey AI4TS 33 11 0 16 Nov 2023
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification Yunlong Zhang Honglin Li Yuxuan Sun Sunyi Zheng Chenglu Zhu Lin Yang 25 29 0 13 Nov 2023
TTMFN: Two-stream Transformer-based Multimodal Fusion Network for Survival Prediction Ruiquan Ge Xiangyang Hu Rungen Huang Gangyong Jia Yaqi Wang ... Changmiao Wang Elazab Ahmed Linyan Wang Juan Ye Ye Li ViT 6 1 0 13 Nov 2023
Enhancing Instance-Level Image Classification with Set-Level Labels Renyu Zhang Aly A. Khan Yuxin Chen Robert L. Grossman 25 0 0 09 Nov 2023
Mixed Models with Multiple Instance Learning Jan P. Engelmann Alessandro Palma Jakub M. Tomczak Fabian J Theis Francesco Paolo Casale 24 2 0 04 Nov 2023
SC-MIL: Sparsely Coded Multiple Instance Learning for Whole Slide Image Classification Peijie Qiu Pan Xiao Wenhui Zhu Yalin Wang Aristeidis Sotiras 45 4 0 31 Oct 2023
Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images Pablo Morales-Álvarez Arne Schmidt José Miguel Hernández-Lobato Rafael Molina 8 9 0 30 Oct 2023
Reproducibility in Multiple Instance Learning: A Case For Algorithmic Unit Tests Edward Raff James Holt 27 3 0 27 Oct 2023
Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations Tsai Hor Chan Kin Wai Lau Jiajun Shen Guosheng Yin Lequan Yu UQCV OOD 19 2 0 25 Oct 2023
Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance Learning Jack Breen Katie Allen K. Zucker Geoff Hall Nishant Ravikumar Nicolas M. Orsi 16 2 0 19 Oct 2023
Mixing Histopathology Prototypes into Robust Slide-Level Representations for Cancer Subtyping Joshua Butke Noriaki Hashimoto Ichiro Takeuchi H. Miyoshi Koichi Ohshima Jun Sakuma MedIm 39 0 0 19 Oct 2023
Improving Representation Learning for Histopathologic Images with Cluster Constraints Weiyi Wu Chongyang Gao Joseph DiPalma Soroush Vosoughi Saeed Hassanpour 45 3 0 18 Oct 2023
Knowledge Extraction and Distillation from Large-Scale Image-Text Colonoscopy Records Leveraging Large Language and Vision Models Shuo Wang Yan Zhu X. Luo Zhiwei Yang Yizhe Zhang ... Manning Wang Zhijian Song Quanlin Li Pinghong Zhou Yike Guo VLM 21 4 0 17 Oct 2023
On the Relevance of Temporal Features for Medical Ultrasound Video Recognition D. H. Smith J. P. Lineberger G. H. Baker 8 2 0 16 Oct 2023
Development and Validation of a Deep Learning-Based Microsatellite Instability Predictor from Prostate Cancer Whole-Slide Images Qiyuan Hu Abbas A. Rizvi Geoffery Schau Kshitij Ingale Yoni Muller ... Matthew O. Leavitt Rohan P. Joshi N. Beaubier Martin C. Stumpe K. Nagpal 20 6 0 12 Oct 2023
Prediction of MET Overexpression in Non-Small Cell Lung Adenocarcinomas from Hematoxylin and Eosin Images Kshitij Ingale Sun Hae Hong Josh S.K. Bell Abbas A. Rizvi Amy Welch ... Irvin Ho K. Nagpal A. Bentaieb Rohan P. Joshi Martin C. Stumpe 14 1 0 11 Oct 2023
Deep Learning Predicts Biomarker Status and Discovers Related Histomorphology Characteristics for Low-Grade Glioma Zijie Fang Yihang Liu Yifeng Wang Xiangyang Zhang Yang Chen ... Zhi Wang Shan Zeng Hong Shen Jun Tan Yongbing Zhang 15 2 0 11 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 40 12 0 10 Oct 2023
Exploiting Facial Relationships and Feature Aggregation for Multi-Face Forgery Detection Chenhao Lin Fangbin Yi Hang Wang Qian Li Jingyi Deng Chao Shen CVBM 27 3 0 07 Oct 2023
Whole Slide Multiple Instance Learning for Predicting Axillary Lymph Node Metastasis Glejdis Shkëmbi Johanna P. Müller Zhe Li Katharina Breininger Peter Schüffler Bernhard Kainz 16 1 0 06 Oct 2023
Classifying Whole Slide Images: What Matters? Long Nguyen Aiden Nibali Joshua Millward Zhen He 27 0 0 05 Oct 2023
Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization Quanqi Hu Dixian Zhu Tianbao Yang 38 8 0 05 Oct 2023
RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification Etienne Pochet Rami Maroun Roger Trullo MedIm 23 2 0 03 Oct 2023
NEUCORE: Neural Concept Reasoning for Composed Image Retrieval Shu Zhao Huijuan Xu 33 6 0 02 Oct 2023
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology Amin Ranem Niklas Babendererde Moritz Fuchs Anirban Mukhopadhyay 22 4 0 30 Sep 2023
Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks Yanqiao Zhu Jeehyun Hwang Keir Adams Zhen Liu B. Nan ... Olaf Wiest Olexandr Isayev Connor W. Coley Yizhou Sun Wei Wang 27 6 0 29 Sep 2023
Cross-Modal Translation and Alignment for Survival Analysis F. Zhou Hao Chen 28 47 0 22 Sep 2023
On Sparse Modern Hopfield Model Jerry Yao-Chieh Hu Donglin Yang Dennis Wu Chenwei Xu Bo-Yu Chen Han Liu VLM 38 28 0 22 Sep 2023
MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images Amaya Gallagher-Syed Luca Rossi F. Rivellese C. Pitzalis M. Lewis Michael Barnes Gregory Slabaugh 30 0 0 19 Sep 2023