医学 AI

Continual Multiple Instance Learning for Hematologic Disease Diagnosis

Zahra Ebrahimi, Raheleh Salehi, Nassir Navab, Carsten Marr, Ario Sadafi

机构 * Institute of AI for Health, Helmholtz Munich（人工智能健康研究所，海德堡穆恩） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.CV、cs.LG、q-bio；medical AI(comments)

Comments Accepted for publication at MICCAI 2025 workshop on Efficient Medical AI

Bridging Brain Connectomes and Clinical Reports for Early Alzheimer's Disease Diagnosis

Jing Zhang, Xiaowei Yu, Minheng Chen, Lu Zhang, Tong Chen, Yan Zhuang, Chao Cao, Yanjun Lyu, Li Su, Tianming Liu, Dajiang Zhu

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.CV、cs.LG

Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset

Abdul Rehman, Talha Meraj, Aiman Mahmood Minhas, Ayisha Imran, Mohsen Ali, Waqas Sultani, Mubarak Shah

机构 * Intelligent Machine Lab, Information Technology University（智能机器实验室，信息科技大学） ； Department of Hematology, Chughtai Lab（血液科，Chughtai实验室） ； Center for Research in Computer Vision, University of Central Florida（计算机视觉研究中心，佛罗里达大学） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.CV；medical image(comments)

Comments Accepted for Publication in Medical Image Analysis Journal

VL-MedGuide: A Visual-Linguistic Large Model for Intelligent and Explainable Skin Disease Auxiliary Diagnosis

Kexin Yu, Zihan Xu, Jialei Xie, Carter Adams

机构 * Jiangsu Ocean University（江苏海洋大学） ； Federal University of Bahia（巴伊亚联邦大学） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.CV

A Federated Learning Framework for Handling Subtype Confounding and Heterogeneity in Large-Scale Neuroimaging Diagnosis

Xinglin Zhao, Yanwen Wang, Xiaobo Liu, Yanrong Hao, Rui Cao, Xin Wen

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.LG

Enhancing Lung Disease Diagnosis via Semi-Supervised Machine Learning

Xiaoran Xu, In-Ho Ra, Ravi Sankar

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

SAGCNet: Spatial-Aware Graph Completion Network for Missing Slice Imputation in Population CMR Imaging

Junkai Liu, Nay Aung, Theodoros N. Arvanitis, Stefan K. Piechnik, Joao A C Lima, Steffen E. Petersen, Le Zhang

机构 * School of Engineering, College of Engineering and Physical Sciences（工程学院，工程与物理科学学院） ； University of Birmingham（伯明翰大学） ； Oxford Center for Clinical Magnetic Resonance Research (OCMR)（牛津临床磁共振研究中心） ； University of Oxford（牛津大学） ； John Radcliffe Hospital（约翰·拉德克利夫医院） ； Johns Hopkins University School of Medicine（约翰霍普金斯大学医学院） ； Queen Mary University London（伦敦女王大学） ； Barts Health NHS Trust（巴特勒医院 NHS 信托） 纠错

专题命中 诊断辅助 ：MRI(abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Accepted by MICCAI 2025

Transfer Learning with EfficientNet for Accurate Leukemia Cell Classification

Faisal Ahmed

机构 * Department of Data Science（数据科学系） ； Mathematics, Embry-Riddle Aeronautical University（数学，埃姆布里-瑞尔航空大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 8 pages, 1 figure

Detection and Classification of Internal Leakage in Hydraulic Cylinders

Mehrbod Zarifi, Mohamad Amin Jamshidi, Zolfa Anvari, Hamed Ghafarirad, Mohammad Zareinejad

专题命中 诊断辅助 ：diagnosis(abstract)；分类 eess.SP

Comments 10 pages, 7 figures, presented at the 12th RSI International Conference on Robotics and Mechatronics (ICRoM 2024), IEEE

Journal ref Proceedings of the 12th RSI International Conference on Robotics and Mechatronics (ICRoM 2024), Dec. 17-19, 2024, Tehran, Iran

PyVeritas: On Verifying Python via LLM-Based Transpilation and Bounded Model Checking for C

Pedro Orvalho, Marta Kwiatkowska

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 14 pages, 6 tables, 1 figure

Reviewing Clinical Knowledge in Medical Large Language Models: Training and Beyond

Qiyuan Li, Haijiang Liu, Caicai Guo, Chao Gao, Deyu Chen, Meng Wang, Feng Gao, Frank van Harmelen, Jinguang Gu

机构 * School of Computer Science and Technology, Wuhan University of Science and Technology（计算机科学与技术学院，武汉科技大学） ； Hubei Province Key Laboratory of Intelligent Information Processing and Real-time Industrial System（湖北省智能信息处理与实时工业系统重点实验室） ； School of Computer Science and Technology, Huazhong University of Science and Technology（计算机科学与技术学院，华中科技大学） ； School of Cyber Science and Engineering, Wuhan University（网络科学与工程学院，武汉大学） ； Department of Computer Science, Vrije Universiteit Amsterdam（计算机科学系，阿姆斯特丹自由大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Comments Accepted for publication in Knowledge-Based Systems. The arXiv version is the pre-peer-review preprint, and the final published version is not available here due to publisher policy

Journal ref Knowledge-Based Systems, 114215(2025)