Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole
Slide Image Classification

Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification

9 December 2023

Papers citing "Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification"

11 / 11 papers shown

Title
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging Xianrui Li Yufei Cui Jun Li Antoni B. Chan CLL VLM 25 0 0 15 May 2025
Cross-Modal Prototype Allocation: Unsupervised Slide Representation Learning via Patch-Text Contrast in Computational Pathology Yuxuan Chen Jiawen Li Jiali Hu Xitong Ling Tian Guan Anjia Han Yonghong He 68 0 0 26 Mar 2025
Can We Simplify Slide-level Fine-tuning of Pathology Foundation Models? Jiawen Li Jiali Hu Qiehe Sun Renao Yan Minxi Ouyang Tian Guan Anjia Han Chao He Yonghong He MedIm 66 0 0 28 Feb 2025
Unlocking adaptive digital pathology through dynamic feature learning Jiawen Li Tian Guan Qingxin Xia Yunhong Wang Xitong Ling ... Xiu-Wu Bian Zhilin Wang Lingchuan Guo Chao He Yonghong He AI4CE 36 0 0 31 Dec 2024
Towards a Comprehensive Benchmark for Pathological Lymph Node Metastasis in Breast Cancer Sections Xitong Ling Yuanyuan Lei Jiawen Li Junru Cheng Wenting Huang Tian Guan Jian Guan Yonghong He 26 4 0 16 Nov 2024
MergeUp-augmented Semi-Weakly Supervised Learning for WSI Classification Mingxi Ouyang Yuqiu Fu Renao Yan Shanshan Shi Xitong Ling Lianghui Zhu Yonghong He Tian Guan 31 3 0 23 Aug 2024
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 21 0 0 02 Jun 2024
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 30 4 0 02 Dec 2023
Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification Honglin Li Chenglu Zhu Yunlong Zhang Yuxuan Sun Zhongyi Shui Wenwei Kuang S. Zheng L. Yang 66 57 0 15 Mar 2023
Interventional Bag Multi-Instance Learning On Whole-Slide Pathological Images Tiancheng Lin Zhimiao Yu Hongyu Hu Yi Xu Changyi Chen 57 79 0 13 Mar 2023
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images N. Brancati A. Anniciello Pushpak Pati D. Riccio G. Scognamiglio ... A. Foncubierta G. Botti M. Gabrani Florinda Feroce Maria Frucci 48 123 0 08 Nov 2021