医学 AI

AI-driven Web Application for Early Detection of Sudden Death Syndrome (SDS) in Soybean Leaves Using Hyperspectral Images and Genetic Algorithm

Pappu Kumar Yadav, Rishik Aggarwal, Supriya Paudel, Amee Parmar, Hasan Mirzakhaninafchi, Zain Ul Abideen Usmani, Dhe Yeong Tchalla, Shyam Solanki, Ravi Mural, Sachin Sharma, Thomas F. Burks, Jianwei Qin, Moon S. Kim

机构 * Machine Vision and Optical Sensor (MVOS) Lab, Dept. of Agricultural and Biosystems Engineering, South Dakota State University, Brookings, SD, USA（南达科他州立大学农业与生物系统工程系机器视觉与光学传感器实验室） ； Department of Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD, USA（南达科他州立大学园艺与植物科学系） ； Department of Agricultural and Biological Engineering, University of Florida, Gainesville, FL, USA（佛罗里达大学农业与生物工程系） ； USDA-ARS Environmental Microbial and Food Safety Lab, Beltsville Agricultural Research Center, MD, USA（美国农业部ARS环境微生物与食品安全实验室，贝尔斯维尔农业研究中心） 纠错

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

Comments 8 pages

Two-Steps Neural Networks for an Automated Cerebrovascular Landmark Detection

Rafic Nader, Vincent L'Allinec, Romain Bourcier, Florent Autrusseau

机构 * Institut du Thorax（胸科研究所） ； Polytech（理工学院） ； CHU Angers（昂热大学医院） 纠错

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

INP-Former++: Advancing Universal Anomaly Detection via Intrinsic Normal Prototypes and Residual Learning

Wei Luo, Haiming Yao, Yunkang Cao, Qiyu Chen, Ang Gao, Weiming Shen, Wenyong Yu

机构 * State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instrument, Tsinghua University（清华大学精密测量技术与仪器国家重点实验室，精密仪器系） ； State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology（华中科技大学智能制造装备技术国家重点实验室） ； Hunan University School of Robotics（湖南大学机器人学院） ； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） 纠错

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

Comments 15 pages, 11 figures, 13 tables. arXiv admin note: substantial text overlap with arXiv:2503.02424

A Framework for Uncertainty Quantification Based on Nearest Neighbors Across Layers

Miguel N. Font, José L. Jorro-Aragoneses, Carlos M. Alaíz

机构 * Escuela Politécnica Superior, Universidad Autónoma de Madrid, Spain（马德里自治大学高级理工大学） 纠错

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

Comments This paper has been accepted for presentation at ICANN 2025 (International Conference on Artificial Neural Networks) and will appear in the conference proceedings published by Springer Nature in the Lecture Notes in Computer Science (LNCS) series. The final authenticated version will be available on the publisher website

Experimental Assessment of A Framework for In-body RF-backscattering Localization

Noa Jie Vives Zaguirre, Oscar Lasierra, Filip Lemic, Gerard Calvo Bartra, Pablo José Galván Calderón, Gines Garcia-Aviles, Sergi Abadal, Xavier Costa-Pérez

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

Comments 7 pages, 7 figures, 2 tables, accepted at IEEE International Symposium on Personal, Indoor and Mobile Radio Communications 2025

MOSCARD -- Causal Reasoning and De-confounding for Multimodal Opportunistic Screening of Cardiovascular Adverse Events

Jialu Pi, Juan Maria Farina, Rimita Lahiri, Jiwoong Jeong, Archana Gurudu, Hyung-Bok Park, Chieh-Ju Chao, Chadi Ayoub, Reza Arsanjani, Imon Banerjee

机构 * Department of Data Science & Engineering, Arizona State University（数据科学与工程系，亚利桑那州立大学） ； Department of Cardiovascular Medicine, Mayo Clinic（心血管医学系，梅奥诊所） ； Department of Radiology, Mayo Clinic（放射科，梅奥诊所） ； Catholic kwandong university international st. mary’s hospital（韩国天主教 kwandong 大学国际圣玛丽医院） 纠错

专题命中 诊断辅助 ：CT(abstract)；分类 cs.CV

Controlling Moments with Kernel Stein Discrepancies

Heishiro Kanagawa, Alessandro Barp, Arthur Gretton, Lester Mackey

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

Comments Accepted to the Annals of Applied Probability (103 pages, 10 figures)

A Multimodal In Vitro Diagnostic Method for Parkinson's Disease Combining Facial Expressions and Behavioral Gait Data

Wei Huang, Yinxuan Xu, Yintao Zhou, Zhengyu Li, Jing Huang, Meng Pang

机构 * School of Mathematics and Computer Sciences, Nanchang University, Nanchang, China（南昌大学数学与计算机科学学院） ； Yichun University, Yichun, China（宜春大学） ； Nanchang University Second Affiliated Hospital, Nanchang, China（南昌大学第二附属医院） 纠错

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

Comments 8 pages, 4 figures, accepted by CogSci 2025

SafeTriage: Facial Video De-identification for Privacy-Preserving Stroke Triage

Tongan Cai, Haomiao Ni, Wenchao Ma, Yuan Xue, Qian Ma, Rachel Leicht, Kelvin Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Sharon X. Huang

机构 * The Pennsylvania State University, University Park, PA, USA（宾夕法尼亚州立大学） ； The University of Memphis, Memphis, TN, USA（孟菲斯大学） ； The Ohio State University, Columbus, OH, USA（俄亥俄州立大学） ； Houston Methodist Hospital, Houston, TX, USA（休斯顿 Methodist 医院） 纠错

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

Comments IPMI 2025

Improving Surgical Risk Prediction Through Integrating Automated Body Composition Analysis: a Retrospective Trial on Colectomy Surgery

Hanxue Gu, Yaqian Chen, Jisoo Lee, Diego Schaps, Regina Woody, Roy Colglazier, Maciej A. Mazurowski, Christopher Mantyh

专题命中 诊断辅助 ：CT(abstract)；分类 cs.CV

Comments 32 pages, 5 figures

Boltzmann Classifier: A Thermodynamic-Inspired Approach to Supervised Learning

Muhamed Amin, Bernard R. Brooks

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

Lightweight Neural Architecture Search for Cerebral Palsy Detection

Felix Tempel, Espen Alexander F. Ihlen, Inga Strümke

机构 * Faculty of Informatics（信息学院） ； Norwegian University of Science and Technology（挪威科学与技术大学） 纠错

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

FOAM: A General Frequency-Optimized Anti-Overlapping Framework for Overlapping Object Perception

Mingyuan Li, Tong Jia, Han Gu, Hui Lu, Hao Wang, Bowen Ma, Shuyang Lin, Shiyi Guo, Shizhuo Deng, Dongyue Chen

机构 * State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, 110819, Liaoning, China（合成过程工业系统综合自动化重点实验室，东北大学，沈阳，110819，辽宁，中国） ； College of Information Science and Engineering, Northeastern University, Shenyang, 110819, Liaoning, China（信息科学与工程学院，东北大学，沈阳，110819，辽宁，中国） ； Key Laboratory of Data Analytics and Optimization for Smart Industry, Ministry of Education, Northeastern University, Shenyang, 110819, Liaoning, China（智能产业数据解析与优化重点实验室，教育部，东北大学，沈阳，110819，辽宁，中国） 纠错

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

DuoFormer: Leveraging Hierarchical Representations by Local and Global Attention Vision Transformer

Xiaoya Tang, Bodong Zhang, Man Minh Ho, Beatrice S. Knudsen, Tolga Tasdizen

机构 * Scientific Computing and Imaging Institute, University of Utah（科学计算与成像研究所，犹他大学） ； Kahlert School of Computing, University of Utah（计算学院，犹他大学） ； Electrical and Computer Engineering, University of Utah（电气与计算机工程，犹他大学） ； Department of Pathology, University of Utah（病理学系，犹他大学） 纠错

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

Data-driven approaches to inverse problems

Carola-Bibiane Schönlieb, Zakhar Shumaylov

机构 * University of Cambridge（剑桥大学） 纠错

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

Comments Notes from Machine Learning: From Data to Mathematical Understanding (CIME 2023)

Machine Learning-Based Quantification of Vesicoureteral Reflux with Enhancing Accuracy and Efficiency

Muhyeeddin Alqaraleh, Mowafaq Salem Alzboon, Mohammad Subhi Al-Batah, Lana Yasin Al Aesa, Mohammed Hasan Abu-Arqoub, Rashiq Rafiq Marie, Firas Hussein Alsmad

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

Journal ref Data and Metadata [Internet]. 2025 Mar. 19 [cited 2025 Jun. 13];4:756

The Curious Language Model: Strategic Test-Time Information Acquisition

Michael Cooper, Rohan Wadhawan, John Michael Giorgi, Chenhao Tan, Davis Liang

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

Comments 39 pages

Enhancing Orthopox Image Classification Using Hybrid Machine Learning and Deep Learning Models

Alejandro Puente-Castro, Enrique Fernandez-Blanco, Daniel Rivero, Andres Molares-Ulloa

机构 * Faculty of Computer Science, CITIC University of A Coruna（计算机科学学院，CITIC 奥维亚纳大学） 纠错

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

Interpretable Clustering Ensemble

Hang Lv, Lianyu Hu, Mudi Jiang, Xinying Liu, Zengyou He

机构 * School of Software, Dalian University of Technology（大连理工大学软件学院） 纠错

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

A Comprehensive Survey on the Risks and Limitations of Concept-based Models

Sanchit Sinha, Aidong Zhang

机构 * University of Virginia（弗吉尼亚大学） 纠错

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

AI-Augmented OTDR Fault Localization Framework for Resilient Rural Fiber Networks in the United States

Sabab Al Farabi

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

Data Heterogeneity Modeling for Trustworthy Machine Learning

Jiashuo Liu, Peng Cui

机构 * Tsinghua University（清华大学） 纠错

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

Comments Survey paper for tutorial "Data Heterogeneity Modeling for Trustworthy Machine Learning" in KDD'25

Imputation of Missing Data in Smooth Pursuit Eye Movements Using a Self-Attention-based Deep Learning Approach

Mehdi Bejani, Guillermo Perez-de-Arenaza-Pozo, Julián D. Arias-Londoño, Juan I. Godino-LLorente

机构 * Universidad Politécnica de Madrid（西班牙马德里理工大学） 纠错

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

Comments 17 pages, 10 figures, 3 tables

CaReAQA: A Cardiac and Respiratory Audio Question Answering Model for Open-Ended Diagnostic Reasoning

Tsai-Ning Wang, Lin-Lin Chen, Neil Zeghidour, Aaqib Saeed

机构 * Eindhoven University of Technology（埃因霍温理工大学） ； Kyutai France（Kyutai法国分公司） ； Eindhoven Artificial Intelligence Systems Institute（埃因霍温人工智能系统研究所） 纠错

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

Comments Accepted at AHLI CHIL 2025

Feedback-Aware Monte Carlo Tree Search for Efficient Information Seeking in Goal-Oriented Conversations

Harshita Chopra, Chirag Shah

机构 * University of Washington（华盛顿大学） 纠错

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

Beyond FACS: Data-driven Facial Expression Dictionaries, with Application to Predicting Autism

Evangelos Sariyanidi, Lisa Yankowitz, Robert T. Schultz, John D. Herrington, Birkan Tunc, Jeffrey Cohn

机构 * Center for Autism Research, The Children’s Hospital of Philadelphia（儿童医院费城医院自闭症研究中心） ； Department of Psychiatry, University of Pennsylvania（宾夕法尼亚大学精神病学系） ； Deliberate AI 纠错

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

Comments To appear in the Proceedings of the 19th IEEE International Conference on Automatic Face and Gesture Recognition (2025)

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters

Vittorio Torri, Machteld J. Boonstra, Marielle C. van de Veerdonk, Deborah N. Kalkman, Alicia Uijl, Francesca Ieva, Ameen Abu-Hanna, Folkert W. Asselbergs, Iacer Calixto

机构 * MOX - Modelling and Scientific Computing Lab, Department of Mathematics, Politecnico di Milano, Milano, Italy（数学系模拟能力与科学计算实验室，米兰理工大学，意大利） ； Department of Cardiology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands（心脏病学部，阿姆斯特丹大学医学中心，阿姆斯特丹，荷兰） ； Department of Medical Informatics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands（医学信息学部，阿姆斯特丹大学医学中心，阿姆斯特丹，荷兰） ； Amsterdam Public Health, Digital Health, Personalized Medicine, Amsterdam, The Netherlands（阿姆斯特丹公共卫生，数字健康，个性化医学，荷兰阿姆斯特丹） ； Amsterdam Cardiovascular Sciences, Atherosclerosis and Aortic Disease, Cardiomyopathy and Arrhythmia, Amsterdam, The Netherlands（阿姆斯特丹心血管科学，动脉粥样硬化和主动脉疾病，心肌病和心律失常，荷兰阿姆斯特丹） ； Amsterdam Reproduction & Development, Amsterdam, The Netherlands（阿姆斯特丹生殖与发育，荷兰阿姆斯特丹） ； Department of Epidemiology and Data Science, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands（流行病学与数据科学部，阿姆斯特丹大学医学中心，阿姆斯特丹，荷兰） ； Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden（临床科学与教育部，索德斯医院，卡罗林斯卡研究所，斯德哥尔摩，瑞典） 纠错

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

Comments 43 pages, 8 figures

Single Domain Generalization for Alzheimer's Detection from 3D MRIs with Pseudo-Morphological Augmentations and Contrastive Learning

Zobia Batool, Huseyin Ozkan, Erchan Aptoula

机构 * VPALab, Faculty of Engineering and Natural Sciences, Sabanci University（VPALab，工程与自然科学学院，萨班奇大学） 纠错

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

Identification of Patterns of Cognitive Impairment for Early Detection of Dementia

Anusha A. S., Uma Ranjan, Medha Sharma, Siddharth Dutt

机构 * Centre for Brain Research, Indian Institute of Science（脑研究中心、印度科学研究院） 纠错

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

Comments 4 pages, 2 figures, to be published in IEEE EMBC 2020

FCOS: A Two-Stage Recoverable Model Pruning Framework for Automatic Modulation Recognition

Yao Lu, Tengfei Ma, Zeyu Wang, Zhuangzhi Chen, Dongwei Xu, Yun Lin, Qi Xuan, Guan Gui

机构 * Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology（信息工程学院网络安全研究所，浙江工业大学） ； Binjiang Institute of Artificial Intelligence, Zhejiang University of Technology（滨江人工智能研究院，浙江工业大学） ； Research Center of Electromagnetic SpaceSecurity, Binjiang Institute of Artificial Intelligence, ZJUT（电磁空间安全研究室，滨江人工智能研究院，ZJUT） ； College of Information and Communication Engineering, Harbin Engineering University（信息与通信工程学院，哈尔滨工程大学） 纠错

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