医学 AI - arXivDaily 专题

2508.15904 2025-08-25 cs.CV 83%

Boosting Pathology Foundation Models via Few-shot Prompt-tuning for Rare Cancer Subtyping

Dexuan He, Xiao Zhou, Wenbin Guan, Liyuan Zhang, Xiaoman Zhang, Sinuo Xu, Ge Wang, Lifeng Wang, Xiaojun Yuan, Xin Sun, Yanfeng Wang, Kun Sun, Ya Zhang, Weidi Xie

机构 * School of Artificial Intelligence, Shanghai Jiao Tong University（上海交通大学人工智能学院）； Department of Biomedical Informatics, Harvard Medical School（哈佛医学院生物医学信息学系）； Department of Oral Pathology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine（上海交通大学医学院第九人民医院口腔病学部）； Department of Pathology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine（上海交通大学医学院新华医院病理科）； Department of Pediatric Hematology/Oncology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine（上海交通大学医学院新华医院儿童血液肿瘤科）； Clinical Research and Innovation Unit, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine（上海交通大学医学院新华医院临床研究与创新单元）； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室）

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

2508.16000 2025-08-25 eess.IV cs.CV cs.LG 78%

Cross-Attention Multimodal Fusion for Breast Cancer Diagnosis: Integrating Mammography and Clinical Data with Explainability

Muhaisin Tiyumba Nantogmah, Abdul-Barik Alhassan, Salamudeen Alhassan

专题命中病理影像：diagnosis(title)；分类 cs.CV、cs.LG、eess.IV

Comments 11 pages, 9 figures

1. 病理影像 2 篇

Boosting Pathology Foundation Models via Few-shot Prompt-tuning for Rare Cancer Subtyping

Cross-Attention Multimodal Fusion for Breast Cancer Diagnosis: Integrating Mammography and Clinical Data with Explainability