医学 AI

Scene-Text Grounding for Text-Based Video Question Answering

Sheng Zhou, Junbin Xiao, Xun Yang, Peipei Song, Dan Guo, Angela Yao, Meng Wang, Tat-Seng Chua

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

Comments Accepted by IEEE TMM

Empirical Performance Evaluation of Lane Keeping Assist on Modern Production Vehicles

Yuhang Wang, Abdulaziz Alhuraish, Shuyi Wang, Hao Zhou

机构 * Civil & Environmental Engineering , University of South Florida（土木与环境工程系，佛罗里达州立大学） ； Department of Transportation Engineering , Fuzhou University（交通运输工程系，福州大学） 纠错

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

ForeCite: Adapting Pre-Trained Language Models to Predict Future Citation Rates of Academic Papers

Gavin Hull, Alex Bihlo

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

Comments 16 pages, 13 figures

AI-Enabled Accurate Non-Invasive Assessment of Pulmonary Hypertension Progression via Multi-Modal Echocardiography

Jiewen Yang, Taoran Huang, Shangwei Ding, Xiaowei Xu, Qinhua Zhao, Yong Jiang, Jiarong Guo, Bin Pu, Jiexuan Zheng, Caojin Zhang, Hongwen Fei, Xiaomeng Li

机构 * Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology（香港科技大学电子与计算机工程系） ； Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University（广东省心血管病研究所，广东省人民医院（广东省医学科学院）） ； Department of Ultrasound, The First Affiliated Hospital of Guangzhou Medical University（广州市第一人民医院超声科） ； Department of Pulmonary Circulation, Shanghai Pulmonary Hospital, Tongji University School of Medicine（上海 pulmonary 医院，同济大学医学院） ； Department of Echocardiography, Fuwai Hospital Chinese Academy of Medical Sciences（阜外医院中国医学科学院） ； Guangdong Provincial Key Laboratory of South China Structural Heart Disease（广东省南方结构性心脏病重点实验室） ； State Key Laboratory of Cardiovascular Disease, Department of Echocardiography, National Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College（心血管疾病国家重点实验室，国家心血管病中心，阜外医院，中国医学科学院和北京协和医学院） ； Department of Computer Science and Engineering, The Hong Kong University of Science and Technology（香港科技大学计算机科学与工程系） 纠错

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

Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction

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

机构 * Harvard Medical School（哈佛医学院） ； Brigham and Women’s Hospital（布莱根和妇产医院） ； Massachusetts General Hospital（麻省总医院） ； The University of Sydney（悉尼大学） ； Beijing Institute of Technology（北京理工大学） ； University of Electronic Science and Technology of China（电子科技大学） ； Harvard University（哈佛大学） 纠错

专题命中 医学数据与评测 ：分类 cs.CV、q-bio、eess.IV；medical image(comments)；MRI(comments)

Comments This paper has been accepted for presentation at The 27th Intl. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI 2024) Workshop on Computational Diffusion MRI (CDMRI). 11 pages, 2 figures

AltGDmin: Alternating GD and Minimization for Partly-Decoupled (Federated) Optimization

Namrata Vaswani

机构 * Iowa State University（爱荷华州立大学） 纠错

专题命中 医学数据与评测 ：MRI(abstract)；分类 cs.LG

Comments To appear in Foundations and Trends in Optimization (NOW publishers)

EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model

Sijing Li, Tianwei Lin, Lingshuai Lin, Wenqiao Zhang, Jiang Liu, Xiaoda Yang, Juncheng Li, Yucheng He, Xiaohui Song, Jun Xiao, Yueting Zhuang, Beng Chin Ooi

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

FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare

Penghao Wang, Qian Chen, Teng Zhang, Yingwei Zhang, Wang Lu, Yiqiang Chen

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

Respiratory Differencing: Enhancing Pulmonary Thermal Ablation Evaluation Through Pre- and Intra-Operative Image Fusion

Wan Li, Wei Li, Moheng Rong, Yutao Rao, Hui Tang, Yudong Zhang, Feng Wang

专题命中 医学数据与评测 ：CT(abstract)；分类 cs.CV

MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images

Lehan Wang, Chongchong Qi, Chubin Ou, Lin An, Mei Jin, Xiangbin Kong, Xiaomeng Li

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

Comments Accepted at IEEE TMI 2024

Geometry Matters: Benchmarking Scientific ML Approaches for Flow Prediction around Complex Geometries

Ali Rabeh, Ethan Herron, Aditya Balu, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Baskar Ganapathysubramanian

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

3D Neural Operator-Based Flow Surrogates around 3D geometries: Signed Distance Functions and Derivative Constraints

Ali Rabeh, Adarsh Krishnamurthy, Baskar Ganapathysubramanian

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

UAL-Bench: The First Comprehensive Unusual Activity Localization Benchmark

Hasnat Md Abdullah, Tian Liu, Kangda Wei, Shu Kong, Ruihong Huang

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

Journal ref wacv(2025) 5801-5811

Shap-MeD

Nicolás Laverde, Melissa Robles, Johan Rodríguez

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

Benchmarking MedMNIST dataset on real quantum hardware

Gurinder Singh, Hongni Jin, Kenneth M. Merz

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

MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways

Zhen Chen, Zhihao Peng, Xusheng Liang, Cheng Wang, Peigan Liang, Linsheng Zeng, Minjie Ju, Yixuan Yuan

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

DDO-IN: Dual Domains Optimization for Implicit Neural Network to Eliminate Motion Artifact in Magnetic Resonance Imaging

Zhongyu Mai, Zewei Zhan, Hanyu Guo, Yulang Huang, Weifeng Su

专题命中 医学数据与评测 ：MRI(abstract)；分类 cs.CV

Comments 10 pages, 2 figures

FAA-CLIP: Federated Adversarial Adaptation of CLIP

Yihang Wu, Ahmad Chaddad, Christian Desrosiers, Tareef Daqqaq, Reem Kateb

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

Comments Accepted in IEEE Internet of Things Journal

Evaluating Stenosis Detection with Grounding DINO, YOLO, and DINO-DETR

Muhammad Musab Ansari

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

MetaOOD: Automatic Selection of OOD Detection Models

Yuehan Qin, Yichi Zhang, Yi Nian, Xueying Ding, Yue Zhao

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

Comments Best paper at 2024 KDD Workshop on Resource-Efficient Learning. Extended version at ICLR 2025

AssertionBench: A Benchmark to Evaluate Large-Language Models for Assertion Generation

Vaishnavi Pulavarthi, Deeksha Nandal, Soham Dan, Debjit Pal

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

Comments 8 Pages, 3 Figures, Published in NAACL 2025

FedBM: Stealing Knowledge from Pre-trained Language Models for Heterogeneous Federated Learning

Meilu Zhu, Qiushi Yang, Zhifan Gao, Yixuan Yuan, Jun Liu

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

Comments Accepted by MedIA 2025

Explaining the Success of Nearest Neighbor Methods in Prediction

George H. Chen, Devavrat Shah

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

Comments Originally published on May 31, 2018 in Foundations and Trends in Machine Learning; this revised version fixes some proof details for k-NN and fixed-radius NN regression and classification

Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning Models

Aryan Jadon, Avinash Patil, Shashank Kumar

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

Comments 8 Pages

FedBrain-Distill: Communication-Efficient Federated Brain Tumor Classification Using Ensemble Knowledge Distillation on Non-IID Data

Rasoul Jafari Gohari, Laya Aliahmadipour, Ezat Valipour

专题命中 医学数据与评测 ：MRI(abstract)；分类 cs.CV

Multi-modal Multi-kernel Graph Learning for Autism Prediction and Biomarker Discovery

Jin Liu, Junbin Mao, Hanhe Lin, Hulin Kuang, Shirui Pan, Xusheng Wu, Shan Xie, Fei Liu, Yi Pan

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

LUCAS: A CMOS-Based Fast Readout ASIC for Silicon Photomultipliers -- Measurement and Performance Evaluation

Seyed Arash Katourani

专题命中 医学数据与评测 ：CT(abstract)；分类 eess.SP

GFE-Mamba: Mamba-based AD Multi-modal Progression Assessment via Generative Feature Extraction from MCI

Zhaojie Fang, Shenghao Zhu, Yifei Chen, Binfeng Zou, Fan Jia, Chang Liu, Xiang Feng, Linwei Qiu, Feiwei Qin, Jin Fan, Changbiao Chu, Changmiao Wang

专题命中 医学数据与评测 ：MRI(abstract)；分类 cs.CV

Comments 13 pages, 9 figures

Enhancing the Convergence of Federated Learning Aggregation Strategies with Limited Data

Judith Sáinz-Pardo Díaz, Álvaro López García

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

AI-Driven Secure Data Sharing: A Trustworthy and Privacy-Preserving Approach

Al Amin, Kamrul Hasan, Sharif Ullah, Liang Hong

专题命中 医学数据与评测 ：MRI(abstract)；分类 cs.CV

Comments 6 pages, 4 figures