A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models

D Chanda, M Aryal, NY Soltani, M Ganji - arXiv preprint arXiv:2408.14496, 2024 - arxiv.org
Recent advances in deep learning have completely transformed the domain of
computational pathology (CPath). More specifically, it has altered the diagnostic workflow of …

Evaluating Vision-Language Models for hematology image Classification: Performance Analysis of CLIP and its Biomedical AI Variants

T Patel, H El-Sayed, MK Sarker - 2024 36th Conference of …, 2024 - ieeexplore.ieee.org
Vision-language models (VLMs) have shown remarkable potential in various domains,
particularly in zero-shot learning applications. This research focuses on evaluating the …