医学 AI

PLUTO-4: Frontier Pathology Foundation Models

Harshith Padigela, Shima Nofallah, Atchuth Naveen Chilaparasetti, Ryun Han, Andrew Walker, Judy Shen, Chintan Shah, Blake Martin, Aashish Sood, Elliot Miller, Ben Glass, Andy Beck, Harsha Pokkalla, Syed Ashar Javed

专题命中 病理影像 ：pathology(title,abstract)；diagnosis(abstract)；分类 cs.CV

EvoPS: Evolutionary Patch Selection for Whole Slide Image Analysis in Computational Pathology

Saya Hashemian, Azam Asilian Bidgoli

机构 * Department of Computer Science and Physics, Wilfrid Laurier University（计算机科学与物理系，威尔弗里德·劳里尔大学） 纠错

专题命中 病理影像 ：pathology(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Benchmarking Domain Generalization Algorithms in Computational Pathology

Neda Zamanitajeddin, Mostafa Jahanifar, Kesi Xu, Fouzia Siraj, Nasir Rajpoot

机构 * Tissue Image Analytics centre, Department of Computer Science（组织机构：组织机构，计算机科学系） ； Histofy Ltd（Histofy有限公司） ； ICMR-National Institute of Pathology（ICMR国家病理研究所） 纠错

专题命中 病理影像 ：pathology(title,abstract)；分类 cs.CV、cs.LG

The Polite Liar: Epistemic Pathology in Language Models

Bentley DeVilling

专题命中 病理影像 ：pathology(title,abstract)

Comments 17 pages, 2 tables, Preprint - under review at AI & Society

On the Role of Calibration in Benchmarking Algorithmic Fairness for Skin Cancer Detection

Brandon Dominique, Prudence Lam, Nicholas Kurtansky, Jochen Weber, Kivanc Kose, Veronica Rotemberg, Jennifer Dy

机构 * Northeastern University（东北大学） ； Memorial Sloan Kettering Cancer Center（纪念斯隆凯特琳癌症中心） 纠错

专题命中 病理影像 ：biomedical(comments,journal_ref)；分类 cs.CV、cs.LG、eess.IV

Comments 19 pages, 4 figures. Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2025:027

Journal ref Machine.Learning.for.Biomedical.Imaging. 3 (2025)

Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification

Zhenfeng Zhuang, Fangyu Zhou, Liansheng Wang

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV