arXivDaily arXiv每日学术速递 周一至周五更新

科学与医疗

医学 AI

医学智能、临床 AI、医学影像、病理、诊断和医疗健康大模型。

2026-06-09 至 2026-06-09 共收录 2 信号源:cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 医疗多模态 2 篇

2601.15408 2026-06-09 cs.CV cs.AI cs.CL cs.LG 版本更新 62%

CURE: Curriculum-guided Multi-task Training for Reliable Anatomy Grounded Report Generation

CURE:基于课程引导的多任务训练实现可靠的解剖学接地报告生成

Pablo Messina, Andrés Villa, Juan León Alcázar, Karen Sánchez, Carlos Hinojosa, Denis Parra, Álvaro Soto, Bernard Ghanem

机构 * Pontificia Universidad Católica de Chile(智利天主教大学) CENIA iHEALTH KAUST(科威特皇家科学与技术局)

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

AI总结 提出CURE框架,通过课程学习动态调整多任务训练,提升医学报告生成的视觉接地准确性和事实一致性,无需额外数据。

Comments 31 pages, 7 figures, accepted to CVPR 2026 (oral)

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026, pp. 36279-36289

详情

展开后加载摘要…

URL PDF HTML 收藏
2606.07635 2026-06-09 cs.CV cs.AI 新提交 57%

NeuroAlign: Hierarchical Multimodal Fusion of Dynamic and Structural Neuroimaging for MCI Analysis

NeuroAlign: 用于MCI分析的动态与结构性神经影像的分层多模态融合

Xiongri Shen, Zhenxi Song, Jiaqi wang, Yi Zhong, Leilei Zhao, Chenqi Xu, Linling Li, Yichen Wei, Lingyan Liang, Demao Deng, Luping Song, Ping Luan, Ahmed M. Anter, Shuqiang Wang, Baiying Lei, Zhiguo Zhang

机构 * Department of Computer Science and Technology, Harbin Institute of Technology (Shenzhen)(哈尔滨工业大学(深圳)计算机科学与技术学院) School of Intelligence Science and Engineering, College of Artificial Intelligence, Harbin Institute of Technology, Shenzhen(哈尔滨工业大学(深圳)人工智能学院智能科学与工程学院) School of Artificial Intelligence, Beijing University of Posts and Telecommunications(北京邮电大学人工智能学院) Guangdong Key Laboratory of Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University(深圳大学医学部生物医学工程学院广东省生物医学测量与超声成像重点实验室) Department of Radiology, The People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences(广西壮族自治区人民医院放射科,广西医学科学院) Shenzhen Sixth People’s Hospital (Nanshan Hospital), Huazhong University of Science and Technology Union Shenzhen Hospital(华中科技大学协和深圳医院(深圳市第六人民医院)) School of Basic Medical Sciences, Shenzhen University(深圳大学基础医学院) Egypt-Japan University of Science and Technology (E-JUST)(埃及日本科技大学) School of Biomedical Engineering, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School(深圳大学医学部生物医学工程学院,国家地方联合医学超声关键技术工程实验室,广东省生物医学测量与超声成像重点实验室)

专题命中 医疗多模态 :MRI(abstract);分类 cs.CV

AI总结 提出NeuroAlign框架,通过双模态分层对齐和双域分层交互融合fMRI与DTI特征,实现MCI/SCD检测,并设计无梯度归因方法SAM进行特征分析。

详情

展开后加载摘要…

URL PDF HTML 收藏