Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis

12 March 2024

Papers citing "Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis"

22 / 22 papers shown

Title
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation Shahad Albastaki Anabia Sohail I. I. Ganapathi B. Alawode Asim Khan Sajid Javed N. Werghi Mohammed Bennamoun Arif Mahmood 66 0 0 26 Apr 2025
Multimodal Spatio-temporal Graph Learning for Alignment-free RGBT Video Object Detection Qishun Wang Zhengzheng Tu Chenglong Li Bo Jiang VOS 47 0 0 16 Apr 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 62 0 0 26 Mar 2025
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 50 0 0 16 Mar 2025
Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction Fengchun Liu Linghan Cai Z. Wang Zhiyuan Fan Jin-gang Yu Hao Chen Yongbing Zhang 37 0 0 13 Mar 2025
Multimodal Distillation-Driven Ensemble Learning for Long-Tailed Histopathology Whole Slide Images Analysis Xitong Ling Yifeng Ping Jiawen Li Jing Peng Yuxuan Chen ... Y. Wang Yonghong He Tian Guan Xiaoping Liu Lianghui Zhu 34 0 0 02 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 61 0 0 28 Feb 2025
SEW: Self-calibration Enhanced Whole Slide Pathology Image Analysis Haoming Luo Xiaotian Yu Shengxuming Zhang Jiabin Xia Yang Jian ... Liang Xue Mingli Song Jing Zhang Xiuming Zhang Zunlei Feng 74 0 0 17 Feb 2025
Unlocking adaptive digital pathology through dynamic feature learning Jiawen Li Tian Guan Qingxin Xia Y. Wang Xitong Ling ... Xiu-Wu Bian Z. Wang Lingchuan Guo Chao He Yonghong He AI4CE 36 0 0 31 Dec 2024
From Histopathology Images to Cell Clouds: Learning Slide Representations with Hierarchical Cell Transformer Zijiang Yang Zhongwei Qiu Tiancheng Lin Hanqing Chao Wanxing Chang ... Dakai Jin K. Yan Le Lu Hui Jiang Yun Bian DiffM 69 0 0 21 Dec 2024
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification Zhengrui Guo Conghao Xiong Jiabo Ma Qichen Sun Lishuang Feng Jinzhuo Wang Hao Chen 176 0 0 22 Nov 2024
Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction Yuntao Shou Peiqiang Yan Xingjian Yuan Xiangyong Cao Qian Zhao Deyu Meng OOD MedIm 93 5 0 21 Nov 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 20 4 0 16 Nov 2024
Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image Jiawen Li Qiehe Sun Renao Yan Yizhi Wang Yuqiu Fu Yani Wei Tian Guan Huijuan Shi Yonghonghe He Anjia Han 37 3 0 16 Nov 2024
Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis Xitong Ling Minxi Ouyang Yizhi Wang Xinrui Chen Renao Yan ... Junru Cheng Tian Guan Sufang Tian Xiaoping Liu Yonghong He 28 5 0 18 Sep 2024
SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification Heng Fang Shengyue Huang Wenhao Tang Luwen Huangfu Bo Liu VLM 16 1 0 25 Jul 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
RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification Hongbo Chu Qiehe Sun Jiawen Li Yuxuan Chen Lizhong Zhang Tian Guan Anjia Han Yonghong He 27 5 0 16 Mar 2024
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
MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis Weiqin Zhao Shujun Wang Maximus C. F. Yeung Tianye Niu Lequan Yu 36 9 0 21 Feb 2023
A graph-transformer for whole slide image classification Yi Zheng R. Gindra Emily J. Green E. Burks Margrit Betke J. Beane V. Kolachalama MedIm 34 121 0 19 May 2022
CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images Yanning Zhou S. Graham Navid Alemi Koohbanani Muhammad Shaban Pheng-Ann Heng Nasir M. Rajpoot MedIm 27 173 0 03 Sep 2019