Artificial Intelligence for Digital and Computational Pathology

13 December 2023

Andrew H. Song

Guillaume Jaume

Drew F. K. Williamson

Papers citing "Artificial Intelligence for Digital and Computational Pathology"

50 / 54 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
Towards Computation- and Communication-efficient Computational Pathology Chu Han Bingchao Zhao Jiatai Lin Shanshan Lyu Longfei Wang ... C. Liang Hannah Y. Wen Xiaojing Guo Zhenwei Shi Zaiyi Liu MedIm 38 0 0 03 Apr 2025
PathoHR: Breast Cancer Survival Prediction on High-Resolution Pathological Images Y. Luo Shiru Wang J. Liu Jiaxuan Xiao Rundong Xue Zeyu Zhang Hao Zhang Yu Lu Yang Zhao Yutong Xie 42 0 0 23 Mar 2025
From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis Alexander Weers Alexander H. Berger Laurin Lux Peter Schüffler Daniel Rueckert Johannes C. Paetzold 39 0 0 14 Mar 2025
Adaptive Prototype Learning for Multimodal Cancer Survival Analysis Hong Liu Haosen Yang Federica Eduati J. Pluim M. Veta 69 1 0 06 Mar 2025
Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image Fusion Daiki Nishiyama H. Miyoshi Noriaki Hashimoto K. Ohshima H. Hontani I. Takeuchi Jun Sakuma 31 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 59 0 0 28 Feb 2025
VLEER: Vision and Language Embeddings for Explainable Whole Slide Image Representation Anh Tien Nguyen Keunho Byeon Kyungeun Kim Jin Tae Kwak 56 1 0 28 Feb 2025
Unveiling Institution-Specific Bias in Pathology Foundation Models: Detriments, Causes, and Potential Solutions Weiping Lin Shen Liu Runchen Zhu Liansheng Wang 38 1 0 24 Feb 2025
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification V. Vadori Jean-Marie Graic A. Peruffo L. Finos Ujwala Kiran Chaudhari Enrico Grisan DiffM MedIm 86 0 0 12 Feb 2025
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
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 32 0 0 31 Dec 2024
Contrastive Deep Learning Reveals Age Biomarkers in Histopathological Skin Biopsies Kaustubh Chakradeo Pernille Nielsen Lise Mette Rahbek Gjerdrum Gry Sahl Hansen D. Duchêne Laust H Mortensen Majken K Jensen Samir Bhatt 59 0 0 25 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
Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology Amit Das Tanmay Shukla Naofumi Tomita Ryland Richards Laura Vidis Bing Ren Saeed Hassanpour 26 0 0 25 Oct 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
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification Jiaxiang Gou Luping Ji Pei Liu Mao Ye VLM 30 0 0 14 Oct 2024
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification Francisco M. Castro-Macías Pablo Morales-Álvarez Yunan Wu Rafael Molina Aggelos K. Katsaggelos 23 1 0 04 Oct 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
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology Pei Liu Luping Ji Jiaxiang Gou Bo Fu Mao Ye 21 2 0 14 Sep 2024
Phikon-v2, A large and public feature extractor for biomarker prediction Alexandre Filiot Paul Jacob Alice Mac Kain Charlie Saillard MedIm 34 16 0 13 Sep 2024
Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational Pathology Yuqi Zhang Xiaoqian Zhang Jiakai Wang Yuancheng Yang Taiying Peng Chao Tong Mamba 44 0 0 27 Aug 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
Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions Jun Wang Yu Mao Nan Guan Chun Jason Xue 27 3 0 18 Aug 2024
HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis Zhi-Bo Liu Xiaobo Pang Jizhao Wang Shuai Liu Chen Li 34 1 0 16 Aug 2024
Multistain Pretraining for Slide Representation Learning in Pathology Guillaume Jaume Anurag J. Vaidya Andrew Zhang Andrew H. Song Richard J. Chen S. Sahai Dandan Mo Emilio Madrigal L. Le Faisal Mahmood 31 11 0 05 Aug 2024
NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification C. Tommasino Cristiano Russo A. M. Rinaldi 41 0 0 03 Aug 2024
What makes for good morphology representations for spatial omics? Eduard Chelebian C. Avenel C. Wählby 19 0 0 30 Jul 2024
Cost-effective Instruction Learning for Pathology Vision and Language Analysis Kaitao Chen Mianxin Liu Fang Yan Lei Ma Xiaoming Shi ... Xiaosong Wang Lifeng Zhu Zhe Wang Mu Zhou Shaoting Zhang 35 3 0 25 Jul 2024
Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification Linhao Qu Dingkang Yang Dan Huang Qinhao Guo Rongkui Luo Shaoting Zhang Xiaosong Wang VLM 41 5 0 15 Jul 2024
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification Yuan Zhang Yaolei Qi Xiaoming Qi Yongyue Wei Guanyu Yang 30 1 0 11 Jul 2024
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 36 3 0 10 Jul 2024
Multimodal Prototyping for cancer survival prediction Andrew H. Song Richard J. Chen Guillaume Jaume Anurag J. Vaidya Alexander S. Baras Faisal Mahmood 24 12 0 28 Jun 2024
MPCODER: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning Zhenlong Dai Chang Yao WenKang Han Ying Yuan Zhipeng Gao Jingyuan Chen 24 10 0 25 Jun 2024
HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis Guillaume Jaume Paul Doucet Andrew H. Song Ming Y. Lu Cristina Almagro-Pérez ... Anurag J. Vaidya Richard J. Chen Drew F. K. Williamson Ahrong Kim Faisal Mahmood 44 28 0 23 Jun 2024
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
Triage of 3D pathology data via 2.5D multiple-instance learning to guide pathologist assessments Gan Gao Andrew H. Song Fiona Wang David Brenes Rui Wang Sarah S. L. Chow K. Bishop Lawrence D. True Faisal Mahmood Jonathan T. C. Liu 20 0 0 11 Jun 2024
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 Guillaume Jaume Lukas Oldenburg Anurag J. Vaidya Richard J. Chen Drew F. K. Williamson Thomas Peeters Andrew H. Song Faisal Mahmood 40 21 0 19 May 2024
Adapting Self-Supervised Learning for Computational Pathology Eric Zimmermann Neil Tenenholtz James Hall George Shaikovski Michal Zelechowski ... Fausto Milletari Julian Viret Eugene Vorontsov Siqi Liu Kristen Severson OOD 32 1 0 02 May 2024
Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning Xilin Yang Bijie Bai Yijie Zhang Musa Aydin Şahan Yoruç Selçuk ... Gregory A. Fishbein Karine Atlan W. D. Wallace N. Pillar Aydogan Ozcan 60 7 0 14 Mar 2024
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models Zijie Fang Yifeng Wang Zhi Wang Jian Andrew Zhang Xiangyang Ji Yongbing Zhang Mamba 34 6 0 08 Mar 2024
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology Wenhao Tang Fengtao Zhou Shengyue Huang Xiang Zhu Yi Zhang Bo Liu 24 19 0 27 Feb 2024
Prospector Heads: Generalized Feature Attribution for Large Models & Data Gautam Machiraju Alexander Derry Arjun D Desai Neel Guha Amir-Hossein Karimi James Zou Russ Altman Christopher Ré Parag Mallick AI4TS MedIm 41 0 0 18 Feb 2024
From Pixel to Slide image: Polarization Modality-based Pathological Diagnosis Using Representation Learning Jia Dong Yao Yao Yang Dong Hui Ma MedIm ViT 21 1 0 03 Jan 2024
A Foundational Multimodal Vision Language AI Assistant for Human Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Kenji Ikamura ... Ivy Liang L. Le Tong Ding Anil V. Parwani Faisal Mahmood MedIm LM&MA 20 19 0 13 Dec 2023
Domain Generalization in Computational Pathology: Survey and Guidelines Mostafa Jahanifar M. Raza Kesi Xu T. Vuong R. Jewsbury ... Neda Zamanitajeddin Jin Tae Kwak S. Raza F. Minhas Nasir M. Rajpoot OOD 21 17 0 30 Oct 2023
Domain-specific optimization and diverse evaluation of self-supervised models for histopathology Jeremy Lai Faruk Ahmed Supriya Vijay Tiam Jaroensri Jessica Loo ... Jonathan Krause Yun-hui Liu Po-Hsuan Cameron Chen Ellery Wulczyn David F. Steiner 30 7 0 20 Oct 2023
Virchow: A Million-Slide Digital Pathology Foundation Model Eugene Vorontsov Alican Bozkurt Adam Casson George Shaikovski Michal Zelechowski ... Razik Yousfi Christopher Kanan David Klimstra B. Rothrock Thomas J. Fuchs MedIm 11 81 0 14 Sep 2023
HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration Cristian Pulgarín-Ospina Rocío del Amor Adrián Colomer Julio Silva-Rodríguez Valery Naranjo VLM 13 1 0 11 Jul 2023