医学 AI

Pediatric brain tumor classification using digital histopathology and deep learning: evaluation of SOTA methods on a multi-center Swedish cohort

Iulian Emil Tampu, Per Nyman, Christoforos Spyretos, Ida Blystad, Alia Shamikh, Gabriela Prochazka, Teresita Díaz de Ståhl, Johanna Sandgren, Peter Lundberg, Neda Haj-Hosseini

机构 * Department of Biomedical Engineering, Linköping University, Sweden（生物医学工程系，利厄普大学） ； Center for Medical Image Science and Visualization, Linköping University, Sweden（医学影像科学与可视化中心，利厄普大学） ； Crown Princess Victoria Children’s Hospital and Department of Health, Medicine and Caring Sciences, Linköping University, Sweden（维多利亚公主儿童医院和健康、医学与关怀科学系，利厄普大学） ； Department of Radiology and Department of Health, Medicine and Caring Sciences, Linköping University, Sweden（放射科和健康、医学与关怀科学系，利厄普大学） ； Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden（肿瘤病理学系，卡罗林斯卡研究所，索纳） ； Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Sweden（临床病理学和癌症诊断系，卡罗林斯卡大学医院） ； Department of Radiation Physics and Department of Medical and Health Sciences, Linköping University, Sweden（放射物理系和医学与健康科学系，利厄普大学） 纠错

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

Journal ref Tampu IE et al. Pediatric brain tumor classification using digital pathology and deep learning: Evaluation of SOTA methods on a multi-center Swedish cohort. Brain Pathology. 2025. e70029

A Bayesian approach for fitting semi-Markov mixture models of cancer latency to individual-level data

Raphael Morsomme, Shannon Holloway, Marc Ryser, Jason Xu

专题命中 病理影像 ：diagnosis(abstract)

Comments Under revision

AMRG: Extend Vision Language Models for Automatic Mammography Report Generation

Nak-Jun Sung, Donghyun Lee, Bo Hwa Choi, Chae Jung Park

机构 * Research Institute, National Cancer Center Korea（韩国国家癌症中心研究所） ； Department of Radiology, National Cancer Center Korea（韩国国家癌症中心放射科） 纠错

专题命中 医疗多模态 ：medical AI(abstract)；clinical AI(abstract)；radiology(abstract)；分类 cs.CV、eess.IV

A Generative Imputation Method for Multimodal Alzheimer's Disease Diagnosis

Reihaneh Hassanzadeh, Anees Abrol, Hamid Reza Hassanzadeh, Vince D. Calhoun

机构 * School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA（电气与计算机工程学院，佐治亚理工学院，亚特兰大，GA，USA） ； Courtesy Faculty Appointment, College of Pharmacy, University of Florida, Gainesville, FL, USA（佛罗里达大学药学院荣誉教职） 纠错

专题命中 医疗多模态 ：diagnosis(title)；分类 cs.LG、eess.IV

MedPatch: Confidence-Guided Multi-Stage Fusion for Multimodal Clinical Data

Baraa Al Jorf, Farah Shamout

专题命中 医疗多模态 ：medical image(abstract)；radiology(abstract)；分类 cs.CV、eess.IV

Multimodal Sheaf-based Network for Glioblastoma Molecular Subtype Prediction

Shekhnaz Idrissova, Islem Rekik

机构 * BASIRA Lab, Imperial-X（BASIRA实验室、Imperial-X） ； Department of Computing, Imperial College London, United Kingdom（计算系、帝国理工学院伦敦分校，英国） 纠错

专题命中 医疗多模态 ：MRI(abstract)；分类 cs.CV、cs.LG

Capabilities of GPT-5 on Multimodal Medical Reasoning

Shansong Wang, Mingzhe Hu, Qiang Li, Mojtaba Safari, Xiaofeng Yang

机构 * Department of Radiation Oncology, Winship Cancer Institute, Emory University School of Medicine（放射肿瘤科、Winship癌症研究所、埃默里大学医学院） 纠错

专题命中 医疗多模态 ：medical image(abstract)

Comments Corrected some typos

Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models

Jialin Zhao, Yingtao Zhang, Carlo Vittorio Cannistraci

机构 * Center for Complex Network Intelligence (CCNI), Tsinghua Laboratory of Brain and Intelligence (THBI), Department of Psychological and Cognitive Sciences（复杂网络智能中心（CCNI）、清华脑智能实验室（THBI）、心理与认知科学系） ； Department of Computer Science（计算机科学系） ； Department of Biomedical Engineering, Tsinghua University, China（生物医学工程系，清华大学，中国） 纠错

专题命中 生物医学文本 ：biomedical(abstract)；分类 cs.LG

Comments ICML 2025

Countries pushing the boundaries of knowledge: the US dominance, China rise, and the EU stagnation

Alonso Rodriguez-Navarro

专题命中 生物医学文本 ：biomedical(abstract)

Comments 18 pages, 1 figure, 6 tables

Journal ref Quality & Quantity (2025)

Generative Artificial Intelligence in Medical Imaging: Foundations, Progress, and Clinical Translation

Xuanru Zhou, Cheng Li, Shuqiang Wang, Ye Li, Tao Tan, Hairong Zheng, Shanshan Wang

专题命中 医学数据与评测 ：biomedical(abstract)；分类 cs.CV、eess.IV