Computer Vision and Pattern Recognition · Computer Science
A self-supervised framework for learning whole slide representations
Xinhai Hou, Cheng Jiang, Akhil Kondepudi, Yiwei Lyu +3
2024-05-27
Computer Vision and Pattern Recognition · Computer Science
MultiST: A Cross-Attention-Based Multimodal Model for Spatial Transcriptomic
Wei Wang, Quoc-Toan Ly, Chong Yu, Jun Bai
2026-01-21
Computer Vision and Pattern Recognition · Computer Science
From slides to AI-ready maps: Standardized multi-layer tissue maps as metadata for artificial intelligence in digital pathology
Gernot Fiala, Markus Plass, Robert Harb, Peter Regitnig +14
2026-02-16
Computer Vision and Pattern Recognition · Computer Science
PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization
Honglin Li, Zhongyi Shui, Yunlong Zhang, Chenglu Zhu +1
2025-03-11
Computer Vision and Pattern Recognition · Computer Science
Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions
Jun Wang, Yu Mao, Nan Guan, Chun Jason Xue
2024-08-20
Image and Video Processing · Electrical Eng. & Systems
HISTAI: An Open-Source, Large-Scale Whole Slide Image Dataset for Computational Pathology
Dmitry Nechaev, Alexey Pchelnikov, Ekaterina Ivanova
2025-05-20
Computer Vision and Pattern Recognition · Computer Science
Realistic Data Enrichment for Robust Image Segmentation in Histopathology
Sarah Cechnicka, James Ball, Hadrien Reynaud, Callum Arthurs +2
2023-08-08
Computer Vision and Pattern Recognition · Computer Science
A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches
Chen Li, Xintong Li, Md Rahaman, Xiaoyan Li +7
2021-02-23
Computer Vision and Pattern Recognition · Computer Science
SPADE: Spatial Transcriptomics and Pathology Alignment Using a Mixture of Data Experts for an Expressive Latent Space
Ekaterina Redekop, Mara Pleasure, Zichen Wang, Kimberly Flores +3
2025-10-15
Quantitative Methods · Quantitative Biology
PySlyde: A Lightweight, Open-Source Toolkit for Pathology Preprocessing
Gregory Verghese, Anthony Baptista, Chima Eke, Holly Rafique +9
2025-11-10
Computer Vision and Pattern Recognition · Computer Science
Prototype-driven fusion of pathology and spatial transcriptomics for interpretable survival prediction
Lihe Liu, Xiaoxi Pan, Yinyin Yuan, Lulu Shang
2026-02-16
Computer Vision and Pattern Recognition · Computer Science
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering
Pingyi Chen, Chenglu Zhu, Sunyi Zheng, Honglin Li +1
2024-07-09
Computer Vision and Pattern Recognition · Computer Science
WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis
Xinheng Lyu, Yuci Liang, Wenting Chen, Meidan Ding +5
2025-07-22
Computer Vision and Pattern Recognition · Computer Science
HistoART: Histopathology Artifact Detection and Reporting Tool
Seyed Kahaki, Alexander R. Webber, Ghada Zamzmi, Adarsh Subbaswamy +2
2025-07-02
Multimedia · Computer Science
Fully Automatic Content-Aware Tiling Pipeline for Pathology Whole Slide Images
Falah Jabar, Lill-Tove Rasmussen Busund, Biagio Ricciuti, Masoud Tafavvoghi +5
2025-02-25
Medical Physics · Physics
Artificial intelligence in digital pathology: a systematic review and meta-analysis of diagnostic test accuracy
Clare McGenity, Emily L Clarke, Charlotte Jennings, Gillian Matthews +4
2025-05-23
Computer Vision and Pattern Recognition · Computer Science
Controllable Latent Space Augmentation for Digital Pathology
Sofiène Boutaj, Marin Scalbert, Pierre Marza, Florent Couzinie-Devy +2
2025-08-21
Image and Video Processing · Electrical Eng. & Systems
From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review
Behnaz Elhaminia, Abdullah Alsalemi, Esha Nasir, Mostafa Jahanifar +5
2025-02-27
Image and Video Processing · Electrical Eng. & Systems
Beyond Multiple Instance Learning: Full Resolution All-In-Memory End-To-End Pathology Slide Modeling
Gabriele Campanella, Eugene Fluder, Jennifer Zeng, Chad Vanderbilt +1
2024-05-24