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Multiple Instance Learning Framework with Masked Hard Instance Mining
  for Whole Slide Image Classification

Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification

28 July 2023
Wenhao Tang
Sheng Huang
Xiaoxian Zhang
Fengtao Zhou
Yi Zhang
Bo Liu
ArXivPDFHTML

Papers citing "Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification"

27 / 27 papers shown
Title
Self-Supervision Enhances Instance-based Multiple Instance Learning Methods in Digital Pathology: A Benchmark Study
Self-Supervision Enhances Instance-based Multiple Instance Learning Methods in Digital Pathology: A Benchmark Study
Ali Mammadov
Loic Le Folgoc
Julien Adam
Anne Buronfosse
Gilles Hayem
Guillaume Hocquet
Pietro Gori
SSL
40
0
0
02 May 2025
How Effective Can Dropout Be in Multiple Instance Learning ?
How Effective Can Dropout Be in Multiple Instance Learning ?
Wenhui Zhu
Peijie Qiu
Xiwen Chen
Zhangsihao Yang
Aristeidis Sotiras
Abolfazl Razi
Y. Wang
30
0
0
21 Apr 2025
A Novel Approach to Linking Histology Images with DNA Methylation
A Novel Approach to Linking Histology Images with DNA Methylation
M. Raza
Muhammad Dawood
Talha Qaiser
Nasir M. Rajpoot
21
0
0
07 Apr 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification
Jianwei Zhao
Xin Li
Fan Yang
Qiang Zhai
Ao Luo
Yang Zhao
Hong-wei Cheng
Huazhu Fu
DiffM
MedIm
48
0
0
16 Mar 2025
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification
Jiangbo Shi
Chen Li
Tieliang Gong
Yefeng Zheng
Huazhu Fu
VLM
60
5
0
12 Feb 2025
RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency
RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency
Wentao Huang
Meilong Xu
Xiaoling Hu
Shahira Abousamra
Aniruddha Ganguly
...
Prateek Prasanna
Tahsin M. Kurc
Joel H. Saltz
Michael L. Miller
C. L. P. Chen
78
0
0
22 Nov 2024
Hard Negative Sample Mining for Whole Slide Image Classification
Hard Negative Sample Mining for Whole Slide Image Classification
Wentao Huang
Xiaoling Hu
Shahira Abousamra
Prateek Prasanna
Chao Chen
VLM
31
5
0
03 Oct 2024
Computational Pathology for Accurate Prediction of Breast Cancer
  Recurrence: Development and Validation of a Deep Learning-based Tool
Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning-based Tool
Ziyu Su
Yongxin Guo
Robert Wesolowski
Gary Tozbikian
Nathaniel S. O'Connell
M. Niazi
M. Gürcan
OOD
25
0
0
23 Sep 2024
Masked Image Modeling: A Survey
Masked Image Modeling: A Survey
Vlad Hondru
Florinel-Alin Croitoru
Shervin Minaee
Radu Tudor Ionescu
N. Sebe
61
6
0
13 Aug 2024
Benchmarking Embedding Aggregation Methods in Computational Pathology: A
  Clinical Data Perspective
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective
Shengjia Chen
Gabriele Campanella
Abdulkadir Elmas
A. Stock
Jennifer Zeng
...
Adam J. Schoenfeld
Kuan-lin Huang
Jane Houldsworth
Chad M. Vanderbilt
Thomas J. Fuchs
39
3
0
10 Jul 2024
Prompting Whole Slide Image Based Genetic Biomarker Prediction
Prompting Whole Slide Image Based Genetic Biomarker Prediction
Ling Zhang
Boxiang Yun
Xingran Xie
Qingli Li
Xinxing Li
Yan Wang
MedIm
24
3
0
26 Jun 2024
Image Distillation for Safe Data Sharing in Histopathology
Image Distillation for Safe Data Sharing in Histopathology
Zhe Li
Bernhard Kainz
DD
OOD
MedIm
37
5
0
19 Jun 2024
AEM: Attention Entropy Maximization for Multiple Instance Learning based
  Whole Slide Image Classification
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
Yunlong Zhang
Zhongyi Shui
Yunxuan Sun
Honglin Li
Jingxiong Li
Chenglu Zhu
Lin Yang
31
0
0
18 Jun 2024
Memory-Efficient Sparse Pyramid Attention Networks for Whole Slide Image
  Analysis
Memory-Efficient Sparse Pyramid Attention Networks for Whole Slide Image Analysis
Weiyi Wu
Chongyang Gao
Xinwen Xu
Siting Li
Jiang Gui
32
0
0
13 Jun 2024
Task-oriented Embedding Counts: Heuristic Clustering-driven Feature
  Fine-tuning for Whole Slide Image Classification
Task-oriented Embedding Counts: Heuristic Clustering-driven Feature Fine-tuning for Whole Slide Image Classification
Xuenian Wang
Shanshan Shi
Renao Yan
Qiehe Sun
Lianghui Zhu
Tian Guan
Yonghong He
19
0
0
02 Jun 2024
Morphological Prototyping for Unsupervised Slide Representation Learning
  in Computational Pathology
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology
Andrew H. Song
Richard J. Chen
Tong Ding
Drew F. K. Williamson
Guillaume Jaume
Faisal Mahmood
MedIm
41
27
0
19 May 2024
Transcriptomics-guided Slide Representation Learning in Computational
  Pathology
Transcriptomics-guided Slide Representation Learning in Computational Pathology
Guillaume Jaume
Lukas Oldenburg
Anurag J. Vaidya
Richard J. Chen
Drew F. K. Williamson
Thomas Peeters
Andrew H. Song
Faisal Mahmood
40
22
0
19 May 2024
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images
Ali Nasiri-Sarvi
Vincent Quoc-Huy Trinh
Hassan Rivaz
Mahdi S. Hosseini
33
6
0
20 Apr 2024
iMD4GC: Incomplete Multimodal Data Integration to Advance Precise
  Treatment Response Prediction and Survival Analysis for Gastric Cancer
iMD4GC: Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer
Fengtao Zhou
Ying Xu
Yanfen Cui
Shenyang Zhang
Yun Zhu
...
Louis Ho Shing Lau
Chu Han
Dafu Zhang
Zhenhui Li
Hao Chen
30
1
0
01 Apr 2024
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide
  Image Classification
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification
Tingting Zheng
Kui Jiang
Hongxun Yao
29
2
0
09 Mar 2024
Fine-tuning a Multiple Instance Learning Feature Extractor with Masked
  Context Modelling and Knowledge Distillation
Fine-tuning a Multiple Instance Learning Feature Extractor with Masked Context Modelling and Knowledge Distillation
Juan Pisula
Katarzyna Bozek
27
2
0
08 Mar 2024
Generalizable Whole Slide Image Classification with Fine-Grained
  Visual-Semantic Interaction
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction
Hao Li
Ying Chen
Yifei Chen
Wenxian Yang
Bowen Ding
Yuchen Han
Liansheng Wang
Rongshan Yu
31
15
0
29 Feb 2024
Feature Re-Embedding: Towards Foundation Model-Level Performance in
  Computational Pathology
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology
Wenhao Tang
Fengtao Zhou
Shengyue Huang
Xiang Zhu
Yi Zhang
Bo Liu
27
20
0
27 Feb 2024
Attention-Challenging Multiple Instance Learning for Whole Slide Image
  Classification
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
Yunlong Zhang
Honglin Li
Yuxuan Sun
Sunyi Zheng
Chenglu Zhu
Lin Yang
14
26
0
13 Nov 2023
Exploiting Facial Relationships and Feature Aggregation for Multi-Face
  Forgery Detection
Exploiting Facial Relationships and Feature Aggregation for Multi-Face Forgery Detection
Chenhao Lin
Fangbin Yi
Hang Wang
Qian Li
Jingyi Deng
Chao Shen
CVBM
25
3
0
07 Oct 2023
Data-driven Knowledge Fusion for Deep Multi-instance Learning
Data-driven Knowledge Fusion for Deep Multi-instance Learning
Yu-Xuan Zhang
Zhengchun Zhou
Xingxing He
A. R. Adhikary
Bapi Dutta
25
1
0
24 Apr 2023
Emerging Properties in Self-Supervised Vision Transformers
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
295
5,761
0
29 Apr 2021
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