医学 AI

MedSpaformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification

Jiexia Ye, Weiqi Zhang, Ziyue Li, Jia Li, Fugee Tsung

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

Comments 4 figures, 9 pages, 4 tables

Improving watermelon (Citrullus lanatus) disease classification with generative artificial intelligence (GenAI)-based synthetic and real-field images via a custom EfficientNetV2-L model

Nitin Rai, Nathan S. Boyd, Gary E. Vallad, Arnold W. Schumann

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

MPT: Motion Prompt Tuning for Micro-Expression Recognition

Jiateng Liu, Hengcan Shi, Feng Chen, Zhiwen Shao, Yaonan Wang, Jianfei Cai, Wenming Zheng

机构 * Key Laboratory of Child Development and Learning Science of Ministry of Education, Southeast University（教育部儿童发展与学习科学重点实验室，东南大学） ； School of Biological Science and Medical Engineering, Southeast University（生物科学与医学工程学院，东南大学） ； School of Artificial Intelligence and Robotics, Hunan University（人工智能与机器人学院，湖南大学） ； Australian Institute for Machine Learning, the University of Adelaide（澳大利亚机器学习研究所，阿德莱德大学） ； School of Computer Science and Technology, China University of Mining and Mine Digitization Engineering Research Center of the Ministry of Education（计算机科学与技术学院，教育部矿业数字化工程研究中心，中国矿业大学） ； Department of Data Science & AI, Monash University（数据科学与人工智能系，墨尔本大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Detection and Classification of Internal Leakage in Hydraulic Cylinders

Mehrbod Zarifi, Mohamad Amin Jamshidi, Zolfa Anvari, Hamed Ghafarirad, Mohammad Zareinejad

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

Comments 10 pages, 7 figures, presented at the 12th RSI International Conference on Robotics and Mechatronics (ICRoM 2024), IEEE

Journal ref Proceedings of the 12th RSI International Conference on Robotics and Mechatronics (ICRoM 2024), Dec. 17-19, 2024, Tehran, Iran

Adversarial Attacks on Reinforcement Learning-based Medical Questionnaire Systems: Input-level Perturbation Strategies and Medical Constraint Validation

Peizhuo Liu

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

Comments 30 pages (21 pages main text, 3 pages references, 6 pages appendix), 4 figures

Rethinking industrial artificial intelligence: a unified foundation framework

Jay Lee, Hanqi Su

机构 * Center for Industrial Artificial Intelligence, Department of Mechanical Engineering, A. James Clark School of Engineering, University of Maryland, College Park, Maryland, United States of America（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、 College Park分校、马里兰、美国） 纠错

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

Comments The paper submitted to IJAMD, the International Journal of AI for Materials and Design, has been accepted

Journal ref Int J AI Mater Des. 2025; 2(2), 56-68

Neuro-MoBRE: Exploring Multi-subject Multi-task Intracranial Decoding via Explicit Heterogeneity Resolving

Di Wu, Yifei Jia, Siyuan Li, Shiqi Zhao, Jie Yang, Mohamad Sawan

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

AVPDN: Learning Motion-Robust and Scale-Adaptive Representations for Video-Based Polyp Detection

Zilin Chen, Shengnan Lu

机构 * School of Computer Science, Xi’an Shiyou University（西安 Shiyou 大学计算机科学学院） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Efficient Multi-Slide Visual-Language Feature Fusion for Placental Disease Classification

Hang Guo, Qing Zhang, Zixuan Gao, Siyuan Yang, Shulin Peng, Xiang Tao, Ting Yu, Yan Wang, Qingli Li

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Comments Accepted by ACMMM'25

Evidence Is All You Need: Ordering Imaging Studies via Language Model Alignment with the ACR Appropriateness Criteria

Michael S. Yao, Allison Chae, Charles E. Kahn, Walter R. Witschey, James C. Gee, Hersh Sagreiya, Osbert Bastani

专题命中 诊断辅助 ：radiology(abstract)；分类 cs.LG

Comments 15 pages main text, 4 figures, 1 table

Journal ref Commun Med 5, 332 (2025)

StackLiverNet: A Novel Stacked Ensemble Model for Accurate and Interpretable Liver Disease Detection

Md. Ehsanul Haque, S. M. Jahidul Islam, Shakil Mia, Rumana Sharmin, Ashikuzzaman, Md Samir Morshed, Md. Tahmidul Huque

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

Comments Accepted and presented paper of THE 16th INTERNATIONAL IEEE CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT) INDIA

GNN-ASE: Graph-Based Anomaly Detection and Severity Estimation in Three-Phase Induction Machines

Moutaz Bellah Bentrad, Adel Ghoggal, Tahar Bahi, Abderaouf Bahi

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

Efficient Algorithm for Sparse Fourier Transform of Generalized $q$-ary Functions

Darin Tsui, Kunal Talreja, Amirali Aghazadeh

机构 * School of Electrical and Computer Engineering, Georgia Institute of Technology（电子与计算机工程学院，佐治亚理工学院） 纠错

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

Out-of-Distribution Detection in Medical Imaging via Diffusion Trajectories

Lemar Abdi, Francisco Caetano, Amaan Valiuddin, Christiaan Viviers, Hamdi Joudeh, Fons van der Sommen

机构 * Eindhoven University of Technology（埃因霍温理工大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Comments Accepted at Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, MICCAI 2025

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning

Ziyi Liang, Annie Qu, Babak Shahbaba

机构 * Department of Statistics, University of California, Irvine, CA, USA（统计学系，加州大学伊维奇分校） ； Department of Statistics and Applied Probability, University of California, Santa Barbara, CA, USA（统计学与应用概率系，加州大学圣巴巴拉分校） 纠错

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

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation

Qingqing Fang, Wenxi Lv, Qinliang Su

机构 * School of Computer Science and Engineering（计算机科学与工程学院） ； Sun Yat-sen University（中山大学） ； Guangdong Key Laboratory of Big Data Analysis and Processing（大数据分析与处理广东省重点实验室） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Comments The paper is accepted by ACM MM' 25

Audio-Vision Contrastive Learning for Phonological Class Recognition

Daiqi Liu, Tomás Arias-Vergara, Jana Hutter, Andreas Maier, Paula Andrea Pérez-Toro

机构 * Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany（模式识别实验室，弗里德里希-亚历山大-埃森纳赫大学） ； Smart Imaging Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany（智能成像实验室，弗里德里希-亚历山大-埃森纳赫大学） ； GITA Lab, Universidad de Antioquia UdeA, Medellín, Colombia（GITA实验室，安托法加斯塔大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Comments conference to TSD 2025

Leveraging Knowledge Graphs and LLM Reasoning to Identify Operational Bottlenecks for Warehouse Planning Assistance

Rishi Parekh, Saisubramaniam Gopalakrishnan, Zishan Ahmad, Anirudh Deodhar

机构 * Quantiphi 纠错

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

Comments 12 pages, 2 figures

Improving Predictions on Highly Unbalanced Data Using Open Source Synthetic Data Upsampling

Ivona Krchova, Michael Platzer, Paul Tiwald

机构 * MOSTLY AI 纠错

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

Complex Dynamics in Psychological Data: Mapping Individual Symptom Trajectories to Group-Level Patterns

Eleonora Vitanza, Pietro DeLellis, Chiara Mocenni, Manuel Ruiz Marin

机构 * University of Siena（锡耶纳大学） ； University of Naples Federico II（那不勒斯费德里科二世大学） ； Universidad Politécnica de Cartagena（卡塔赫纳理工大学） 纠错

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

Graph-Structured Data Analysis of Component Failure in Autonomous Cargo Ships Based on Feature Fusion

Zizhao Zhang, Tianxiang Zhao, Yu Sun, Liping Sun, Jichuan Kang

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

Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery

Xinhang Wan, Jiyuan Liu, Qian Qu, Suyuan Liu, Chuyu Zhang, Fangdi Wang, Xinwang Liu, En Zhu, Kunlun He

机构 * College of Computer Science and Technology, National University of Defense Technology（计算机科学与技术学院，国防科技大学） ； College of Systems Engineering, National University of Defense Technology（系统工程学院，国防科技大学） ； ShanghaiTech University（上海科技大学） ； Chinese PLA General Hospital（中国人民解放军总医院） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Is Micro-expression Ethnic Leaning?

Huai-Qian Khor, Yante Li, Xingxun Jiang, Guoying Zhao

机构 * Center for Machine Vision and Signal Analysis, University of Oulu, Finland（机器视觉与信号分析中心，奥卢大学，芬兰） ； School of Biological Sciences and Medical Engineering, Southeast University（生物科学与医学工程学院，东南大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Counterfactual optimization for fault prevention in complex wind energy systems

Emilio Carrizosa, Martina Fischetti, Roshell Haaker, Juan Miguel Morales

机构 * Department of Statistics ； Operations Research, University of Seville, Spain ； Vattenfall BA Wind, the Netherlands ； Department of Statistics, Operations Research ； Applied Mathematics, University of Malaga, Spain 纠错

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

Holistic White-light Polyp Classification via Alignment-free Dense Distillation of Auxiliary Optical Chromoendoscopy

Qiang Hu, Qimei Wang, Jia Chen, Xuantao Ji, Mei Liu, Qiang Li, Zhiwei Wang

机构 * Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology（光电国立实验室、华中科技大学） ； Changzhou United Imaging Surgical Co., Ltd（常州联合影像手术有限公司） ； Tongji Medical College of Huazhong University of Science and Technology（华中科技大学同济医学院） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Comments Early Accepted by MICCAI 2025

Designing Robust Software Sensors for Nonlinear Systems via Neural Networks and Adaptive Sliding Mode Control

Ayoub Farkane, Mohamed Boutayeb, Mustapha Oudani, Mounir Ghogho

机构 * TICLab, International University of Rabat（国际拉巴特大学TIC实验室） ； CNRS–CRAN–7039, University of Lorraine（法国洛林大学CNRS-CRAN-7039机构） ； INRIA Nancy–LARSEN（INRIA南尼ce-LARSEN机构） ； Mohammed VI Polytechnic University, College of Computing（穆莱·易卜拉欣六世理工大学计算机学院） ； Faculty of Engineering, University of Leeds（利兹大学工程学院） 纠错

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

Comments Submitted to IEEE Transactions Journal

PR-ENDO: Physically Based Relightable Gaussian Splatting for Endoscopy

Joanna Kaleta, Weronika Smolak-Dyżewska, Dawid Malarz, Diego Dall'Alba, Przemysław Korzeniowski, Przemysław Spurek

机构 * Sano Centre for Computional Medicine, Poland（波兰萨诺计算医学中心） ； Warsaw University of Technology, Poland（波兰华沙理工大学） ； Doctoral School of Exact and Natural Sciences, Jagiellonian University, Poland（杰齐尔大学精确与自然科学博士学院） ； Faculty of Mathematics and Computer Science, Jagiellonian University, Poland（杰齐尔大学数学与计算机科学学院） ； University of Verona, Italy（意大利威尼斯大学） ； IDEAS Research Institute, Poland（波兰IDEAS研究所） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Diagnosing epilepsy using entropy measures and embedding parameters of EEG signals

Fatemeh Valipour, Zahra Valipour, Mani Garousi, Ali Khadem

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

From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification

Comte Valentin, Gemma Piella, Mario Ceresa, Miguel A. Gonzalez Ballester

机构 * BCN MedTech, Department of Engineering, Universitat Pompeu Fabra（BCN MedTech，工程系，庞培法布拉大学） ； European Commission, Joint Research Centre (JRC)（欧洲委员会，联合研究中心（JRC）） 纠错

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

Advancing Stroke Risk Prediction Using a Multi-modal Foundation Model

Camille Delgrange, Olga Demler, Samia Mora, Bjoern Menze, Ezequiel de la Rosa, Neda Davoudi

机构 * Signal Processing Institute EPFL University Lausanne（瑞士洛桑联邦理工学院信号处理研究所） ； Brigham and Women’s Hospital Harvard Medical School（哈佛医学院布里奇沃特医院） ； Department of Quantitative Biomedicine University of Zurich（苏黎世大学定量生物医学系） ； ETH AI Center, Department of Computer Science Department of Quantitative Biomedicine University of Zurich（苏黎世大学定量生物医学系） 纠错

专题命中 诊断辅助 ：MRI(abstract)；分类 cs.CV

Comments Accepted as oral paper at AIM-FM workshop, Neurips 2024