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。

2025-11-25 至 2025-11-25 共收录 4 信号源:cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 医学数据与评测 4 篇

2511.19351 2025-11-25 cs.CV 70%

CellFMCount: A Fluorescence Microscopy Dataset, Benchmark, and Methods for Cell Counting

CellFMCount: 一种荧光显微镜数据集、基准测试及细胞计数方法

Abdurahman Ali Mohammed, Catherine Fonder, Ying Wei, Wallapak Tavanapong, Donald S Sakaguchi, Qi Li, Surya K. Mallapragada

机构 * Department of Computer Science(计算机科学系) Department of Genetics, Development, and Cell Biology(遗传学、发育与细胞生物学系) Molecular, Cellular, and Developmental Biology Program(分子、细胞与发育生物学项目) Neuroscience Program(神经科学项目) Nanovaccine Institute(纳米疫苗研究所) Iowa State University(爱荷华州立大学)

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

AI总结 CellFMCount提出一个大规模标注数据集和基准测试框架,通过SAM-Counter实现更精确的细胞计数,MAE达到22.12。

Comments The IEEE International Conference on Data Mining (ICDM) 2025

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2508.01285 2025-11-25 cs.AI cs.IR stat.AP 50%

BioDisco: Multi-agent hypothesis generation with dual-mode evidence, iterative feedback and temporal evaluation

BioDisco:基于双模式证据、迭代反馈和时间评估的多智能体假设生成

Yujing Ke, Kevin George, Kathan Pandya, David Blumenthal, Maximilian Sprang, Gerrit Großmann, Sebastian Vollmer, David Antony Selby

机构 * Data Science and its Applications, DFKI(数据科学及其应用,德系人工智能研究所) DFKI Friedrich-Alexander-Universität Erlangen-Nürnberg(德系人工智能研究所,弗赖堡-埃朗根-纽伦堡大学) University of Saarland(萨尔大学) Friedrich-Alexander-Universität Erlangen-Nürnberg(弗赖堡-埃朗根-纽伦堡大学) University of Kaiserslautern–Landau (RPTU)(凯撒斯劳滕-兰道大学(RPTU)) Department of Dermatology, University Medical Center Mainz(梅奥医学中心法兰克福大学皮肤科)

专题命中 医学数据与评测 :biomedical(abstract)

AI总结 BioDisco通过双模式证据系统、迭代反馈和时间评估,实现多智能体生成新颖且证据支持的科学假设。

Comments 12 pages main content, 31 including appendices. 8 figures

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2409.18486 2025-11-25 cs.CL 50%

Evaluation of OpenAI o1: Opportunities and Challenges of AGI

OpenAI o1的评估:通用人工智能的机会与挑战

Tianyang Zhong, Zhengliang Liu, Yi Pan, Yutong Zhang, Zeyu Zhang, Yifan Zhou, Shizhe Liang, Zihao Wu, Yanjun Lyu, Peng Shu, Xiaowei Yu, Chao Cao, Hanqi Jiang, Hanxu Chen, Yiwei Li, Junhao Chen, Huawen Hu, Yiheng Liu, Huaqin Zhao, Shaochen Xu, Haixing Dai, Lin Zhao, Ruidong Zhang, Wei Zhao, Zhenyuan Yang, Jingyuan Chen, Peilong Wang, Wei Ruan, Hui Wang, Huan Zhao, Jing Zhang, Yiming Ren, Shihuan Qin, Tong Chen, Jiaxi Li, Arif Hassan Zidan, Afrar Jahin, Minheng Chen, Sichen Xia, Jason Holmes, Yan Zhuang, Jiaqi Wang, Bochen Xu, Weiran Xia, Jichao Yu, Kaibo Tang, Yaxuan Yang, Bolun Sun, Tao Yang, Guoyu Lu, Xianqiao Wang, Lilong Chai, He Li, Jin Lu, Xin Zhang, Bao Ge, Xintao Hu, Lian Zhang, Hua Zhou, Lu Zhang, Shu Zhang, Zhen Xiang, Yudan Ren, Jun Liu, Xi Jiang, Yu Bao, Wei Zhang, Xiang Li, Gang Li, Wei Liu, Dinggang Shen, Andrea Sikora, Xiaoming Zhai, Dajiang Zhu, Tuo Zhang, Tianming Liu

机构 * Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada(阿尔伯塔大学数学与统计学系) School of Computing, University of Georgia, GA, USA(佐治亚大学计算机科学学院) Institute of Medical Research, Northwestern Polytechnical University, Xi’an, China(西北工业大学医学研究所) Department of Computer Science and Engineering, University of Texas at Arlington, TX, USA(德克萨斯大学阿灵顿分校计算机科学与工程系) College of Arts and Sciences, University of Georgia, Athens, USA(佐治亚大学文理学院) Institute of Plant Breeding, Genetics & Genomics, University of Georgia, Athens, GA, USA(佐治亚大学植物育种、遗传与基因组研究所) School of Computer Science, Northwestern Polytechnical University, Xi’an, China(西北工业大学计算机科学学院) School of Automation, Northwestern Polytechnical University, Xi’an, China(西北工业大学自动化学院)

专题命中 医学数据与评测 :radiology(abstract)

AI总结 OpenAI o1在多领域复杂推理任务中表现出色,展现出接近或超越人类水平的能力,为通用人工智能的发展提供了重要进展。

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2511.18298 2025-11-25 cs.AI 50%

Cross-Disciplinary Knowledge Retrieval and Synthesis: A Compound AI Architecture for Scientific Discovery

跨学科知识检索与综合:一种用于科学发现的复合AI架构

Svitlana Volkova, Peter Bautista, Avinash Hiriyanna, Gabriel Ganberg, Isabel Erickson, Zachary Klinefelter, Nick Abele, Hsien-Te Kao, Grant Engberson

机构 * Aptima, Inc.(Aptima公司)

专题命中 医学数据与评测 :biomedical(abstract)

AI总结 BioSage通过整合LLMs与RAG,利用专门代理实现跨学科知识检索与综合,提升科学发现效率。

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