HistGen: Histopathology Report Generation via Local-Global Feature
Encoding and Cross-modal Context Interaction

HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction

8 March 2024

Hao Chen

Papers citing "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction"

13 / 13 papers shown

Title
CheXLearner: Text-Guided Fine-Grained Representation Learning for Progression Detection Y. Wang Junwen Duan Xinyu Li Jianxin Wang MedIm 24 0 0 11 May 2025
CLIP-IT: CLIP-based Pairing for Histology Images Classification Banafsheh Karimian Giulia Avanzato Soufian Belharbi Luke McCaffrey Mohammadhadi Shateri Eric Granger VLM 46 0 0 22 Apr 2025
Multi-Modal Foundation Models for Computational Pathology: A Survey Dong Li Guihong Wan Xintao Wu Xinyu Wu Xiaohui Chen Yi He Christine G. Lian Peter K. Sorger Yevgeniy R. Semenov Chen Zhao MedIm 44 0 0 12 Mar 2025
MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention Tianyi Wang Jianan Fan Dingxin Zhang Dongnan Liu Yong-quan Xia Heng Huang Weidong Cai 34 0 0 01 Mar 2025
Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Yunan Li Kun Xie Zhicheng Jiao Qiguang Miao 34 3 0 27 Feb 2025
PolyPath: Adapting a Large Multimodal Model for Multi-slide Pathology Report Generation Faruk Ahmed Lin Yang Tiam Jaroensri Andrew Sellergren Yossi Matias ... Shruthi Prabhakara Yun-hui Liu Daniel Golden Ellery Wulczyn David F. Steiner VLM 47 0 0 14 Feb 2025
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 129 0 0 22 Nov 2024
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding Ying Chen Guoan Wang Yuanfeng Ji Yanjun Li Jin Ye Tianbin Li Bin Zhang Nana Pei Rongshan Yu Yu Qiao VLM LM&MA 51 2 0 15 Oct 2024
A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models Dibaloke Chanda Milan Aryal Nasim Yahya Soltani Masoud Ganji AI4CE VLM 34 7 0 23 Aug 2024
A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model Yingxue Xu Yihui Wang Fengtao Zhou Jiabo Ma Shu Yang ... Anjia Han Ronald Cheong Kin Chan Li Liang Xiuming Zhang Hao Chen 31 13 0 22 Jul 2024
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration Yuxuan Sun Yunlong Zhang Yixuan Si Chenglu Zhu Zhongyi Shui Kai Zhang Jingxiong Li Xingheng Lyu Tao Lin Lin Yang LM&MA VLM MedIm 23 9 0 28 Jun 2024
Advancing Histopathology-Based Breast Cancer Diagnosis: Insights into Multi-Modality and Explainability F. Abdullakutty Y. Akbari S. Al-Maadeed Ahmed Bouridane R. Hamoudi 33 1 0 07 Jun 2024
A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis Mahendra Khened Avinash Kori Haran Rajkumar Balaji Srinivasan Ganapathy Krishnamurthi MedIm LM&MA 199 164 0 01 Jan 2020