Multiple Instance Learning for WSI: A comparative analysis of attention-based approaches

Multiple Instance Learning for WSI: A comparative analysis of attention-based approaches

Whole slide images (WSI), obtained by high-resolution digital scanning of microscope slides at multiple scales, are the cornerstone of modern Digital Pathology. However, they represent a particular challenge to artificial intelligence (AI)-based/AI-mediated analysis because pathology labeling is typ...

Full description

Saved in:
Bibliographic Details
Main Authors: Martim Afonso, Praphulla M.S. Bhawsar, Monjoy Saha, Jonas S. Almeida, Arlindo L. Oliveira
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Journal of Pathology Informatics
Subjects:
Whole slide image
Multiple instance learning
Attention mechanism
Cancer
TP53
Online Access:http://www.sciencedirect.com/science/article/pii/S2153353924000427
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items