医学 AI

Versatile and Efficient Medical Image Super-Resolution Via Frequency-Gated Mamba

Wenfeng Huang, Xiangyun Liao, Wei Cao, Wenjing Jia, Weixin Si

机构 * Faculty of Engineering and Information Technology, University of Technology Sydney, Australia（工程与信息技术学院，悉尼技术大学，澳大利亚） ； Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China（深圳先进技术研究所，中国科学院，中国） ； College of Computer Science and Technology, Qingdao University, China（计算机科学与技术学院，青岛大学，中国） ； Faculty of Computer Science and Control Engineering, Shenzhen University of Advanced Technology, China（计算机科学与控制工程学院，深圳先进技术大学，中国） 纠错

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV

Transformers in Medicine: Improving Vision-Language Alignment for Medical Image Captioning

Yogesh Thakku Suresh, Vishwajeet Shivaji Hogale, Luca-Alexandru Zamfira, Anandavardhana Hegde

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；分类 cs.CV、eess.IV；diagnosis(comments)

Comments This work is to appear in the Proceedings of MICAD 2025, the 6th International Conference on Medical Imaging and Computer-Aided Diagnosis

Context-Gated Cross-Modal Perception with Visual Mamba for PET-CT Lung Tumor Segmentation

Elena Mulero Ayllón, Linlin Shen, Pierangelo Veltri, Fabrizia Gelardi, Arturo Chiti, Paolo Soda, Matteo Tortora

机构 * Unit of Artificial Intelligence and Computer Systems, Università Campus Bio-Medico di Roma, Italy（人工智能与计算机系统单位，罗马大学生物医学校园，意大利） ； College of Computer Science and Software Engineering, Shenzhen University, China（计算机科学与软件工程学院，深圳大学，中国） ； Dept. of Computer Engineering, Modeling, Electronic and System Engineering, University of Calabria, Italy（计算机工程、建模、电子与系统工程系，卡拉布里亚大学，意大利） ； IRCCS San Raffaele Hospital, Italy（圣拉斐拉医院，意大利） ； Faculty of Medicine, Vita-Salute San Raffaele University, Italy（医学学院，维塔-桑拉斐拉大学，意大利） ； Dept. of Diagnostics and Intervention, Radiation Physics, Biomedical Engineering, Umeå University, Sweden（诊断与干预系，辐射物理，生物医学工程，乌梅大学，瑞典） ； Dept. of Naval, Electrical, Electronics and Telecommunications Engineering, University of Genoa, Italy（海军、电子、电子与电信工程系，热那亚大学，意大利） 纠错

专题命中 医学影像 ：CT(title,abstract)；diagnosis(abstract)；分类 cs.CV

Diffusion-Driven Generation of Minimally Preprocessed Brain MRI

Samuel W. Remedios, Aaron Carass, Jerry L. Prince, Blake E. Dewey

机构 * Image Analysis and Communications Laboratory, Johns Hopkins University（约翰霍普金斯大学图像分析与通信实验室） ； Department of Neurology, Johns Hopkins Hospital for the Alzheimer’s Disease Neuroimaging Initiative（约翰霍普金斯医院阿尔茨海默病神经影像计划神经科） ； for the Australian Imaging Biomarkers and Lifestyle Flagship Study of Aging（澳大利亚成像生物标志物与生活方式老龄化旗舰研究） ； for the Health and Aging Brain Study (HABS-HD) Study Team（健康与老龄化大脑研究（HABS-HD）研究团队） ； for the Mayo Clinic Study of Aging（梅奥诊所老龄化研究） 纠错

专题命中 医学影像 ：MRI(title,abstract)；pathology(abstract)；分类 eess.IV

LV-UNet: A Lightweight and Vanilla Model for Medical Image Segmentation

Juntao Jiang, Mengmeng Wang, Huizhong Tian, Lingbo Cheng, Yong Liu

机构 * College of Control Science and Engineering（控制科学与工程学院） ； Zhejiang University（浙江大学） ； College of Computer Science and Technology（计算机科学与技术学院） ； Zhejiang University of Technology（浙江工业大学） ； The First Clinical Medical College（第一临床医学院） ； Guangdong Medical University（广东医科大学） 纠错

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Accepted by IEEE BIBM2024 ML4BMI workshop

MeisenMeister: A Simple Two Stage Pipeline for Breast Cancer Classification on MRI

Benjamin Hamm, Yannick Kirchhoff, Maximilian Rokuss, Klaus Maier-Hein

机构 * German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Germany（德国癌症研究中心（DKFZ）海德堡，医学影像计算部，德国） ； Medical Faculty, Heidelberg University, Germany（海德堡大学医学学院，德国） ； Faculty of Mathematics and Computer Science, Heidelberg University（海德堡大学数学与计算机科学学院） ； Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany（放射肿瘤学系学习组，海德堡大学医院，海德堡，德国） 纠错

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV

Comments Winning Solution of the MICCAI 2025 ODELIA Breast MRI Classification Challenge

UP2D: Uncertainty-aware Progressive Pseudo-label Denoising for Source-Free Domain Adaptive Medical Image Segmentation

Quang-Khai Bui-Tran, Thanh-Huy Nguyen, Manh D. Ho, Thinh B. Lam, Vi Vu, Hoang-Thien Nguyen, Phat Huynh, Ulas Bagci

专题命中 医学影像 ：medical image(title,abstract)；分类 eess.IV

BALR-SAM: Boundary-Aware Low-Rank Adaptation of SAM for Resource-Efficient Medical Image Segmentation

Zelin Liu, Sicheng Dong, Bocheng Li, Yixuan Yang, Jiacheng Ruan, Chenxu Zhou, Suncheng Xiang

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Spatially Regularized Super-Resolved Constrained Spherical Deconvolution (SR$^2$-CSD) of Diffusion MRI Data

Ekin Taskin, Gabriel Girard, Juan Luis Villarreal Haro, Jonathan Rafael-Patiño, Eleftherios Garyfallidis, Jean-Philippe Thiran, Erick Jorge Canales-Rodríguez

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Comments 21 pages, 9 figures; Supplementary Material appended after the References

A fragile zero-watermarking method based on dual quaternion matrix decomposition

Mingcui Zhang, Zhigang Jia

机构 * School of Mathematics and Statistics, Jiangsu Normal University（数学与统计学院，江苏师范大学） 纠错

专题命中 医学影像 ：medical image(abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 18 pages, 6 figures, 3 tables

MoME: Mixture of Visual Language Medical Experts for Medical Imaging Segmentation

Arghavan Rezvani, Xiangyi Yan, Anthony T. Wu, Kun Han, Pooya Khosravi, Xiaohui Xie

机构 * Department of Computer Science, University of California, Irvine（加州大学尔湾分校计算机科学系） ； School of Medicine, University of California, Irvine（加州大学尔湾分校医学院） 纠错

专题命中 医学影像 ：medical image(abstract)；CT(abstract)；分类 cs.CV

Scale-Aware Curriculum Learning for Ddata-Efficient Lung Nodule Detection with YOLOv11

Yi Luo, Yike Guo, Hamed Hooshangnejad, Kai Ding

机构 * Department of Biomedical Engineering, Johns Hopkins University（生物医学工程系，约翰霍普金斯大学） ； Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University（放射肿瘤学与分子放射科学系，约翰霍普金斯大学） 纠错

专题命中 医学影像 ：CT(abstract)；diagnosis(abstract)；分类 cs.CV

Comments 5 pages, 2 figures

VessShape: Few-shot 2D blood vessel segmentation by leveraging shape priors from synthetic images

Cesar H. Comin, Wesley N. Galvão

机构 * Department of Computer Science, Federal University of S\ ao Carlos, S\ ao Carlos, SP, Brazil 纠错

专题命中 医学影像 ：medical image(abstract)；分类 cs.CV

Navigated hepatic tumor resection using intraoperative ultrasound imaging

Karin Olthof, Theo Ruers, Tiziano Natali, Lisanne Venix, Jasper Smit, Anne den Hartor, Niels Kok, Matteo Fusaglia, Koert Kuhlmann

专题命中 医学影像 ：CT(abstract)；分类 eess.IV

How Close Are We? Limitations and Progress of AI Models in Banff Lesion Scoring

Yanfan Zhu, Juming Xiong, Ruining Deng, Yu Wang, Yaohong Wang, Shilin Zhao, Mengmeng Yin, Yuqing Liu, Haichun Yang, Yuankai Huo

机构 * Vanderbilt University（范德比大学） ； Weill Cornell Medicine（韦尔医学院） ； Vanderbilt University Medical Center（范德比大学医学中心） ； UT MD Anderson Cancer Center（德克萨斯大学MD安德森癌症中心） ； Tongji University School of Medicine（同济大学医学院） 纠错

专题命中 医学影像 ：pathology(abstract)；分类 cs.CV

Extreme breakdown of the Einstein relation in liquid water under centrifugation

Joseph F. Wild, Yihan Li, Keyue Liang, Aishwarya S. Gujarathi, Heng Chen, Alex N. Halliday, Stephen E. Cox, Yuan Yang

专题命中 医学影像 ：CT(abstract)

Comments Main text (11 pages) and Supporting information (20 pages)

Cancer-Myth: Evaluating Large Language Models on Patient Questions with False Presuppositions

Wang Bill Zhu, Tianqi Chen, Xinyan Velocity Yu, Ching Ying Lin, Jade Law, Mazen Jizzini, Jorge J. Nieva, Ruishan Liu, Robin Jia

机构 * Department of Computer Science, USC（美国斯克里普斯大学计算机科学系） ； Keck School of Medicine, USC（美国斯克里普斯大学凯克医学院） 纠错

专题命中 临床大模型 ：medical AI(abstract)

A Quantitative Framework to Predict Wait-Time Impacts Due to AI-Triage Devices in a Multi-AI, Multi-Disease Workflow

Michelle Mastrianni, Rucha Deshpande, Frank W. Samuelson, Yee Lam Elim Thompson

专题命中 诊断辅助 ：diagnosis(abstract)；radiology(abstract)

Classification of Induction Motor Fault and Imbalance Based on Vibration Signal Using Single Antenna's Reactive Near Field

Sagar Dutta, Banani Basu, Fazal Ahmed Talukdar

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

Journal ref IEEE Transactions on Instrumentation and Measurement, vol. 70, 2021

Leveraging Generic Time Series Foundation Models for EEG Classification

Théo Gnassounou, Yessin Moakher, Shifeng Xie, Vasilii Feofanov, Ievgen Redko

机构 * Université Paris-Saclay, Inria, CEA（巴黎萨克雷大学、法国国家信息与自动化研究所、法国原子能委员会） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

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

Journal ref NeurIPS 2025 Workshop "Recent Advances in Time Series Foundation Models Have We Reached the 'BERT Moment'?"

AI Agents in Drug Discovery

Srijit Seal, Dinh Long Huynh, Moudather Chelbi, Sara Khosravi, Ankur Kumar, Mattson Thieme, Isaac Wilks, Mark Davies, Jessica Mustali, Yannick Sun, Nick Edwards, Daniil Boiko, Andrei Tyrin, Douglas W. Selinger, Ayaan Parikh, Rahul Vijayan, Shoman Kasbekar, Dylan Reid, Andreas Bender, Ola Spjuth

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

Comments 45 pages, 12 figures

The Denario project: Deep knowledge AI agents for scientific discovery

Francisco Villaescusa-Navarro, Boris Bolliet, Pablo Villanueva-Domingo, Adrian E. Bayer, Aidan Acquah, Chetana Amancharla, Almog Barzilay-Siegal, Pablo Bermejo, Camille Bilodeau, Pablo Cárdenas Ramírez, Miles Cranmer, Urbano L. França, ChangHoon Hahn, Yan-Fei Jiang, Raul Jimenez, Jun-Young Lee, Antonio Lerario, Osman Mamun, Thomas Meier, Anupam A. Ojha, Pavlos Protopapas, Shimanto Roy, David N. Spergel, Pedro Tarancón-Álvarez, Ujjwal Tiwari, Matteo Viel, Digvijay Wadekar, Chi Wang, Bonny Y. Wang, Licong Xu, Yossi Yovel, Shuwen Yue, Wen-Han Zhou, Qiyao Zhu, Jiajun Zou, Íñigo Zubeldia

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

Comments 272 pages. Examples of 11 AI-generated paper drafts from different scientific disciplines. Code publicly available at https://github.com/AstroPilot-AI/Denario

PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design

Zhenqiao Song, Tiaoxiao Li, Lei Li, Martin Renqiang Min

机构 * Language Technologies Institute, Carnegie Mellon University（卡内基梅隆大学语言技术研究所） ； NEC Laboratories America（日本电报电话公司美洲实验室） 纠错

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

Intensity-Correlation Synthetic Wavelength Imaging in Dynamic Scattering Media

Khaled Kassem, Areeba Fatima, Patrick Cornwall, Muralidhar Madabhushi Balaji, Daniele Faccio, Florian Willomitzer

专题命中 生物医学文本 ：biomedical(abstract)

A Memory-Efficient Retrieval Architecture for RAG-Enabled Wearable Medical LLMs-Agents

Zhipeng Liao, Kunming Shao, Jiangnan Yu, Liang Zhao, Tim Kwang-Ting Cheng, Chi-Ying Tsui, Jie Yang, Mohamad Sawan

专题命中 健康监测 ：medical AI(abstract)

Comments Accepted by BioCAS2025

Privacy-Aware Continual Self-Supervised Learning on Multi-Window Chest Computed Tomography for Domain-Shift Robustness

Ren Tasai, Guang Li, Ren Togo, Takahiro Ogawa, Kenji Hirata, Minghui Tang, Takaaki Yoshimura, Hiroyuki Sugimori, Noriko Nishioka, Yukie Shimizu, Kohsuke Kudo, Miki Haseyama

机构 * Hokkaido University（北海道大学） 纠错

专题命中 医学数据与评测 ：medical image(abstract)；CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG

Multilingual BERT language model for medical tasks: Evaluation on domain-specific adaptation and cross-linguality

Yinghao Luo, Lang Zhou, Amrish Jhingoer, Klaske Vliegenthart Jongbloed, Carlijn Jordans, Ben Werkhoven, Tom Seinen, Erik van Mulligen, Casper Rokx, Yunlei Li

专题命中 医学数据与评测 ：biomedical(abstract)