医学 AI

A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography

Yui Lo, Yuqian Chen, Dongnan Liu, Leo Zekelman, Jarrett Rushmore, Yogesh Rathi, Nikos Makris, Alexandra J. Golby, Fan Zhang, Weidong Cai, Lauren J. O'Donnell

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

Comments Paper accepted to Human Brain Mapping. 25 pages, 3 figures, 8 tables

NEBULA: Do We Evaluate Vision-Language-Action Agents Correctly?

Jierui Peng, Yanyan Zhang, Yicheng Duan, Tuo Liang, Vipin Chaudhary, Yu Yin

机构 * Department of Computer & Data Sciences（计算机与数据科学系） ； Case Western Reserve University（凯斯西储大学） 纠错

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

Comments Homepage: https://vulab-ai.github.io/NEBULA-Alpha/

Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model

Yiming Shi, Xun Zhu, Kaiwen Wang, Ying Hu, Chenyi Guo, Miao Li, Ji Wu

机构 * Department of Electronic Engineering, Tsinghua University（清华大学电子工程系） ； College of AI, Tsinghua University（清华大学人工智能学院） ； Beijing National Research Center for Information Science and Technology（北京信息科学与技术国家研究中心） 纠错

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

Learning Collaborative Knowledge with Multimodal Representation for Polyp Re-Identification

Suncheng Xiang, Jiale Guan, Shilun Cai, Jiacheng Ruan, Dahong Qian

机构 * Shanghai Jiao Tong University（上海交通大学） ； Zhongshan Hospital of Fudan University（复旦大学中山医院） 纠错

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

DART: A Structured Dataset of Regulatory Drug Documents in Italian for Clinical NLP

Mariano Barone, Antonio Laudante, Giuseppe Riccio, Antonio Romano, Marco Postiglione, Vincenzo Moscato

机构 * University of Naples Federico II, Department of Electrical Engineering（那不勒斯费德里科二世大学电气工程系） ； Consorzio Interuniversitario Nazionale per l'Informatica (CINI) - ITEM National Lab, Complesso Universitario Monte S.Angelo, Naples, Italy（国家信息计算联合研究所（CINI）- ITEM国家实验室，那不勒斯意大利大学综合体） ； Northwestern University, Department of Computer Science, McCormick School of Engineering（西北大学计算机科学系，麦科姆工程学院） 纠错

专题命中 生物医学文本 ：biomedical(abstract)

Journal ref ITADATA 2025: 4th Italian Conference on Big Data and Data Science, Turin, Italy, September 9-11, 2025

Frequency multiplication in Terahertz band using AlGaN/GaN plasmonic crystals

Michael Shur, Gregory Aizin

专题命中 生物医学文本 ：biomedical(abstract)

Comments 11 pages, 7 figures

Effective flows across diffusio-phoretic membranes

Kevin Wittkowski, Pier Giuseppe Ledda, Edoardo Carlo Giordano, François Gallaire, Giuseppe Antonio Zampogna

专题命中 生物医学文本 ：biomedical(abstract)

Journal ref J. Fluid Mech. 1021 (2025) A16

Advances in Pre-trained Language Models for Domain-Specific Text Classification: A Systematic Review

Zhyar Rzgar K. Rostam, Gábor Kertész

机构 * Doctoral School of Applied Informatics and Applied Mathematics, Obuda University（应用信息学与应用数学博士学院，奥布达大学） ； John von Neumann Faculty of Informatics, Obuda University（冯·诺依曼信息学学院，奥布达大学） ； Laboratory of Parallel and Distributed Systems, Institute for Computer Science and Control (SZTAKI), Hungarian Research Network (HUN-REN)（并行与分布式系统实验室，计算机科学与控制研究所（SZTAKI），匈牙利研究网络（HUN-REN）） 纠错

专题命中 生物医学文本 ：biomedical(abstract)

Comments 41 pages, 10 figures, 13 tables

Journal ref Zhyar Rzgar K. Rostam and Gábor Kertész. 2025. Advances in Pre-trained Language Models for Domain-Specific Text Classification: A Systematic Review. ACM Trans. Intell. Syst. Technol. 16, 6, Article 124 (December 2025), 41 pages

Exploring Complexity Changes in Diseased ECG Signals for Enhanced Classification

Camilo Quiceno Quintero, Sandip Varkey George

机构 * Department of Physics, University of Aberdeen, Aberdeen AB24 3UE, United Kingdom（阿伯丁大学物理系） 纠错

专题命中 健康监测 ：pathology(abstract)；分类 cs.LG、eess.SP

Comments Version submitted to NODYCON 2025

Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency

Svetlana Maslenkova, Clement Christophe, Marco AF Pimentel, Tathagata Raha, Muhammad Umar Salman, Ahmed Al Mahrooqi, Avani Gupta, Shadab Khan, Ronnie Rajan, Praveenkumar Kanithi

机构 * M42, Abu Dhabi（阿布扎比M42） 纠错

专题命中 医学数据与评测 ：clinical LLM(title)；clinical AI(abstract)

Comments Accepted to EMNLP Main 2025

IMB: An Italian Medical Benchmark for Question Answering

Antonio Romano, Giuseppe Riccio, Mariano Barone, Marco Postiglione, Vincenzo Moscato

机构 * University of Naples Federico II, Department of Electrical Engineering（那不勒斯费德里科二世大学电子工程系） ； Consorzio Interuniversitario Nazionale per l'Informatica (CINI) - ITEM National Lab（国家信息计算联合研究中心（CINI）- ITEM国家实验室） ； Northwestern University, Department of Computer Science, McCormick School of Engineering（西北大学计算机科学系，工程学院） 纠错

专题命中 医学数据与评测 ：medical AI(abstract)

Journal ref CLIC-it 2025: Eleventh Italian Conference on Computational Linguistics, Cagliari, Italy, September 24-26, 2025