医学 AI

PETWB-REP: A Multi-Cancer Whole-Body FDG PET/CT and Radiology Report Dataset for Medical Imaging Research

Le Xue, Gang Feng, Wenbo Zhang, Yichi Zhang, Lanlan Li, Shuqi Wang, Liling Peng, Sisi Peng, Xin Gao

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

Domain-Adaptive Transformer for Data-Efficient Glioma Segmentation in Sub-Saharan MRI

Ilerioluwakiiye Abolade, Aniekan Udo, Augustine Ojo, Abdulbasit Oyetunji, Hammed Ajigbotosho, Aondana Iorumbur, Confidence Raymond, Maruf Adewole

机构 * Federal University of Agriculture Abeokuta（非洲联邦农业大学阿贝奥克塔） 纠错

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

Comments 4 pages, 2 figures. Accepted as an abstract at the Women in Machine Learning (WiML) Workshop at NeurIPS 2025

A Foundation Model for Brain MRI with Dynamic Modality Integration

Minh Sao Khue Luu, Bair N. Tuchinov

机构 * The Artificial Intelligence Research Center of Novosibirsk State University（新西伯利亚国立大学人工智能研究中心） 纠错

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

Comments Preliminary work; results ongoing

Optimizing the nnU-Net model for brain tumor (Glioma) segmentation Using a BraTS Sub-Saharan Africa (SSA) dataset

Chukwuemeka Arua Kalu, Adaobi Chiazor Emegoakor, Fortune Okafor, Augustine Okoh Uchenna, Chijioke Kelvin Ukpai, Godsent Erere Onyeugbo

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

Comments 10 pages, 4 figures

Evaluating Generative AI as an Educational Tool for Radiology Resident Report Drafting

Antonio Verdone, Aidan Cardall, Fardeen Siddiqui, Motaz Nashawaty, Danielle Rigau, Youngjoon Kwon, Mira Yousef, Shalin Patel, Alex Kieturakis, Eric Kim, Laura Heacock, Beatriu Reig, Yiqiu Shen

专题命中 医学影像 ：radiology(title,abstract)

Computational Imaging Meets LLMs: Zero-Shot IDH Mutation Prediction in Brain Gliomas

Syed Muqeem Mahmood, Hassan Mohy-ud-Din

机构 * School of Science and Engineering, Lahore University of Management Sciences, Lahore, Pakistan（科学与工程学院，拉合尔管理科学大学，巴基斯坦拉合尔） 纠错

专题命中 医学影像 ：MRI(abstract)；分类 q-bio、eess.IV

Comments 5 pages, 1 figure, 3 tables

Robust Alignment of the Human Embryo in 3D Ultrasound using PCA and an Ensemble of Heuristic, Atlas-based and Learning-based Classifiers Evaluated on the Rotterdam Periconceptional Cohort

Nikolai Herrmann, Marcella C. Zijta, Stefan Klein, Régine P. M. Steegers-Theunissen, Rene M. H. Wijnen, Bernadette S. de Bakker, Melek Rousian, Wietske A. P. Bastiaansen

机构 * Department of Obstetrics and Gynecology, Erasmus MC, Rotterdam, The Netherlands（妇产科系，埃拉斯姆斯医学中心，荷兰鹿特丹） ； Biomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands（罗特万生物医学成像组，放射学与核医学系，埃拉斯姆斯医学中心，荷兰鹿特丹） ； Department of Obstetrics and Gynecology, Amsterdam UMC, Amsterdam, The Netherlands（妇产科系，阿姆斯特丹大学医学中心，荷兰阿姆斯特丹） ； Department of Pediatric Surgery, Erasmus MC, Rotterdam, The Netherlands（小儿外科系，埃拉斯姆斯医学中心，荷兰鹿特丹） ； Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands（阿姆斯特丹生殖与发育研究研究所，荷兰阿姆斯特丹） 纠错

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

Comments Submitted version of paper accepted at International Workshop on Preterm, Perinatal and Paediatric Image Analysis 2025

Journal ref Springer Nature Switzerland, Cham. International Workshop on Preterm, Perinatal and Paediatric Image Analysis. (2025) pp. 164-175

Cross-Modal Alignment via Variational Copula Modelling

Feng Wu, Tsai Hor Chan, Fuying Wang, Guosheng Yin, Lequan Yu

机构 * School of Computing and Data Science, University of Hong Kong, Hong Kong, China（计算与数据科学学院，香港大学，香港，中国） 纠错

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

Journal ref published by ICML2025

BoxCell: Leveraging SAM for Cell Segmentation with Box Supervision

Aayush Kumar Tyagi, Vaibhav Mishra, Prathosh A. P., Mausam

机构 * India Institute Of Technology, Yardi School of Artificial Intelligence（印度理工学院，人工智能学院） ； India Institute Of Technology, Department of Computer Science and Engineering（印度理工学院，计算机科学与工程系） ； Indian Institute of Science, Department of Electrical Communication Engineering（印度科学研究院，电子通信工程系） 纠错

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

Code in Motion: Integrating Computational Thinking with Kinematics Exploration

Mateo Dutra, Álvaro Suárez, Arturo C. Marti

专题命中 医学影像 ：CT(abstract)

Comments 8 pags, accepted in The Physics Teacher

Alleviating Hyperparameter-Tuning Burden in SVM Classifiers for Pulmonary Nodules Diagnosis with Multi-Task Bayesian Optimization

Wenhao Chi, Haiping Liu, Hongqiao Dong, Wenhua Liang, Bo Liu

机构 * Yau Mathematical Sciences Center Tsinghua University（姚数学科学中心清华大学） ； The First Affiliated Hospital of Guangzhou Medical University（广州医科大学第一附属医院） ； China State Key Laboratory of Respiratory Disease（中国呼吸疾病国家重点实验室） ； Academy of Mathematics and Systems Science Chinese Academy of Sciences（数学科学学院中国科学院） ； University of Chinese Academy of Sciences（中国科学院大学） ； Department of Thoracic Surgery and Oncology The First Affiliated Hospital of Guangzhou Medical University（胸外科与肿瘤科广州医科大学第一附属医院） 纠错

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

Comments 12 pages, 4 figures, 37 references

UniFault: A Fault Diagnosis Foundation Model from Bearing Data

Emadeldeen Eldele, Mohamed Ragab, Xu Qing, Edward, Zhenghua Chen, Min Wu, Xiaoli Li, Jay Lee

机构 * Department of Computer Science, Khalifa University（卡利法大学计算机科学系） ； Institute for Infocomm Research, A*STAR（信息与通信研究所，A*STAR） ； Centre for Frontier AI Research, A*STAR（前沿人工智能研究中心，A*STAR） ； Propulsion and Space Research Center, Technology Innovation Institute（推进与空间研究中心，技术创新研究所） ； College of Computing and Data Science, Nanyang Technological University（南洋理工大学计算与数据科学学院） ； Center for Industrial Artificial Intelligence, Department of Mechanical Engineering, A. James Clark School of Engineering, University of Maryland（工业人工智能中心，机械工程系，A. James Clark工程学院，马里兰大学） 纠错

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

Quantifying Articulatory Coordination as a Biomarker for Schizophrenia

Gowtham Premananth, Carol Espy-Wilson

机构 * Institute for System Research, Department of Electrical ； Computer Engineering, University of Maryland, College Park, USA 纠错

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

Comments Submitted to ICASSP 2026

A Computational Approach to Analyzing Disrupted Language in Schizophrenia: Integrating Surprisal and Coherence Measures

Gowtham Premananth, Carol Espy-Wilson

机构 * Institute for System Research, Department of Electrical ； Computer Engineering, University of Maryland, College Park, USA 纠错

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

Comments Submitted to ICASSP 2026

Morpho-Genomic Deep Learning for Ovarian Cancer Subtype and Gene Mutation Prediction from Histopathology

Gabriela Fernandes

机构 * Department of Periodontics and Endodontics, Department of Oral Biology, State University of New York (SUNY) at Buffalo（牙科医学系与口腔生物学系，纽约州立大学（SUNY）布法罗分校） 纠错

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、q-bio、eess.IV

Benchmarking the Thinking Mode of Multimodal Large Language Models in Clinical Tasks

Jindong Hong, Tianjie Chen, Lingjie Luo, Chuanyang Zheng, Ting Xu, Haibao Yu, Jianing Qiu, Qianzhong Chen, Suning Huang, Yan Xu, Yong Gui, Yijun He, Jiankai Sun

机构 * Bytedance（字节跳动） ； Peking University（北京大学） ； The Chinese University of Hong Kong（香港中文大学） ； The University of Hong Kong（香港大学） ； Mohamed bin Zayed University of Artificial Intelligence（马尔代夫人工智能大学） ； Stanford University（斯坦福大学） ； University of Michigan（密歇根大学） 纠错

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

Hulu-Med: A Transparent Generalist Model towards Holistic Medical Vision-Language Understanding

Songtao Jiang, Yuan Wang, Sibo Song, Tianxiang Hu, Chenyi Zhou, Bin Pu, Yan Zhang, Zhibo Yang, Yang Feng, Joey Tianyi Zhou, Jin Hao, Zijian Chen, Ruijia Wu, Tao Tang, Junhui Lv, Hongxia Xu, Hongwei Wang, Jun Xiao, Bin Feng, Fudong Zhu, Kenli Li, Weidi Xie, Jimeng Sun, Jian Wu, Zuozhu Liu

机构 * College of Computer Science and Technology, Zhejiang University-University of Illinois Urbana-Champaign Institute（浙江大学计算机科学与技术学院） ； Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine（浙江大学口腔医院） ； Alibaba Inc（阿里巴巴集团） ； College of Computer Science and Electronic Engineering, Hunan University（湖南大学计算机科学与电子工程学院） ； Angelalign Technology Inc.（Angelalign技术有限公司） ； CFAR & IHPC, Agency for Science, Technology and Research（CFAR与IHPC，新加坡科技研究局） ； Department of Orthodontics, Shanghai Ninth People’s Hospital, College of Stomatology, Shanghai Jiao Tong University（上海第九人民医院正畸科，上海交通大学口腔医学院） 纠错

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

SCALE-VLP: Soft-Weighted Contrastive Volumetric Vision-Language Pre-training with Spatial-Knowledge Semantics

Ailar Mahdizadeh, Puria Azadi Moghadam, Xiangteng He, Shahriar Mirabbasi, Panos Nasiopoulos, Leonid Sigal

机构 * University of British Columbia（不列颠哥伦比亚大学） ； Vector Institute for AI（人工智能向量研究所） 纠错

专题命中 医疗多模态 ：CT(abstract)；分类 cs.CV

Signal Intensity-weighted coordinate channels improve learning stability and generalisation in 1D and 2D CNNs in localisation tasks on biomedical signals

Vittal L. Rao

机构 * Department of Medical Sciences and Technology（医学科学与技术系） ； Indian Institute of Technology Madras（印度理工学院马德拉斯） 纠错

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

ECGXtract: Deep Learning-based ECG Feature Extraction for Automated CVD Diagnosis

Youssif Abuzied, Hassan AbdEltawab, Abdelrhman Gaber, Tamer ElBatt

机构 * Department of Computer Science and Engineering, The American University in Cairo (AUC)（计算机科学与工程系，埃及美国大学） 纠错

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

Colorectal Cancer Histopathological Grading using Multi-Scale Federated Learning

Md Ahasanul Arafath, Abhijit Kumar Ghosh, Md Rony Ahmed, Sabrin Afroz, Minhazul Hosen, Md Hasan Moon, Md Tanzim Reza, Md Ashad Alam

机构 * Department of Computer Science and Engineering, European University of Bangladesh（欧洲 bangladesh 大学 计算机科学与工程系） ； Department of Computer Science and Engineering , BRAC University,Dhaka, Bangladesh（brac 大学 计算机科学与工程系） ； Department of Computer Science and Engineering , Daffodil International University, Dhaka, Bangladesh（daffodil 国际大学 计算机科学与工程系） ； Department of Institute of Information Technology, University of Dhaka, Bangladesh（达卡大学 信息科技学院） ； Department of Computer Science and Engineering , BRAC University,Dhaka（brac 大学 计算机科学与工程系） ； Ochsner Center for Outcomes Research, Ochsner Research, New Orleans, LA 70121, USA（ochsner 成果研究中心，ochsner 研究） 纠错

专题命中 医学数据与评测 ：clinical AI(abstract)；pathology(abstract)；分类 cs.LG

Comments 15 pages and 7 figures

Interpretable Tile-Based Classification of Paclitaxel Exposure

Sean Fletcher, Gabby Scott, Douglas Currie, Xin Zhang, Yuqi Song, Bruce MacLeod

机构 * University of Southern Maine（南达科他州立大学） 纠错

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

Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data

Soroosh Tayebi Arasteh, Mahshad Lotfinia, Paula Andrea Perez-Toro, Tomas Arias-Vergara, Mahtab Ranji, Juan Rafael Orozco-Arroyave, Maria Schuster, Andreas Maier, Seung Hee Yang

专题命中 医学数据与评测 ：pathology(abstract)；分类 cs.LG

Journal ref npj Artificial Intelligence 1, 37 (2025)

Who Sees the Risk? Stakeholder Conflicts and Explanatory Policies in LLM-based Risk Assessment

Srishti Yadav, Jasmina Gajcin, Erik Miehling, Elizabeth Daly

机构 * IBM Research, Ireland（IBM研究院（爱尔兰）） 纠错

专题命中 其他医学AI ：medical AI(abstract)