医学 AI

Class-N-Diff: Classification-Induced Diffusion Model Can Make Fair Skin Cancer Diagnosis

Nusrat Munia, Abdullah Imran

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

Comments EMBC 2025

Cross-dataset Multivariate Time-series Model for Parkinson's Diagnosis via Keyboard Dynamics

Arianna Francesconi, Donato Cappetta, Fabio Rebecchi, Paolo Soda, Valerio Guarrasi, Rosa Sicilia

机构 * Unit of Artificial Intelligence and Computer Systems, Department of Engineering, Università Campus Bio-Medico di Roma, Rome, Italy（人工智能与计算机系统单位，工程系，罗马生物医学大学） ； Eustema S.p.A., Research and Development Centre, Naples, Italy（Eustema公司，研发中心，意大利那不勒斯） ； Department of Radiation Sciences, Biomedical Engineering, Umeå University, Umeå, Sweden（辐射科学系，生物医学工程，乌梅大学） 纠错

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

Comments Proceedings of the Workshop on Artificial Intelligence for Biomedical Data (AIBio 2025), 28th European Conference on Artificial Intelligence 2025, Springer CCIS

Diagnosis of Fuel Cell Health Status with Deep Sparse Auto-Encoder Neural Network

Chenyan Fei, Dalin Zhang, Chen Melinda Dang

机构 * Hangzhou Dianzi University（杭州电子科技大学） ； Shanghai High School International Division（上海高中国际分校） 纠错

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

Global-focal Adaptation with Information Separation for Noise-robust Transfer Fault Diagnosis

Junyu Ren, Wensheng Gan, Guangyu Zhang, Wei Zhong, Philip S. Yu

机构 * Guangdong Lingnan Institute of Technology（广东 Lingnan 工学院） ； Jinan University（济南大学） ； University of Illinois Chicago（伊利诺伊大学芝加哥分校） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments Preprint. 16 figures, 12 tables

MEGADES: MEGARA galaxy disc evolution survey. Ionised gas diagnosis

M. Chamorro-Cazorla, A. Gil de Paz, A. Castillo-Morales, A. Camps-Fariña, J. Gallego, E. Carrasco, J. Iglesias-Páramo, R. Cedazo, M. L. García-Vargas, S. Pascual, N. Cardiel, A. Pérez-Calpena, P. Gómez-Álvarez, I. Martínez-Delgado, C. Catalán-Torrecilla, J. Zamorano

专题命中 诊断辅助 ：diagnosis(title)

Comments Accepted for publication in Astronomy & Astrophysics

Host-Side Telemetry for Performance Diagnosis in Cloud and HPC GPU Infrastructure

Erfan Darzi, Aldo Pareja, Shreeanant Bharadwaj

专题命中 诊断辅助 ：diagnosis(title)

SDPA++: A General Framework for Self-Supervised Denoising with Patch Aggregation

Huy Minh Nhat Nguyen, Triet Hoang Minh Dao, Chau Vinh Hoang Truong, Cuong Tuan Nguyen

机构 * Department of Computer Science and Engineering（计算机科学与工程系） ； Vietnamese German University（越南-德国大学） 纠错

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

Comments 2025 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)

An Ensemble-Based Two-Step Framework for Classification of Pap Smear Cell Images

Theo Di Piazza, Loic Boussel

机构 * UCBL, INSA Lyon, CNRS, Inserm, CREATIS UMR5220, U1294, Villeurbanne, F-69621, France（UCBL、里昂INSA、CNRS、Inserm、CREATIS UMR5220、U1294、 Villeurbanne，法国） ； Department of Radiology, Croix-Rousse Hospital, Hospices Civils de Lyon, Lyon, France（里昂医院放射科、克鲁瓦兹医院、里昂民事医院，法国） 纠错

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

Comments 7 pages, 3 figures, Grand Challenge paper accepted for publication at ISBI 2025

Beyond Uncertainty Quantification: Learning Uncertainty for Trust-Informed Neural Network Decisions - A Case Study in COVID-19 Classification

Hassan Gharoun, Mohammad Sadegh Khorshidi, Fang Chen, Amir H. Gandomi

机构 * Faculty of Engineering & IT, University of Technology Sydney（技术悉尼大学工程与信息学院） ； University Research and Innovation Center (EKIK), Óbuda University（奥布达大学研究与创新中心） 纠错

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

Comments 13 pages, 5 figures, 6 tables

EndoCIL: A Class-Incremental Learning Framework for Endoscopic Image Classification

Bingrong Liu, Jun Shi, Yushan Zheng

机构 * School of Software（软件学院） ； Hefei University of Technology（合肥工业大学） ； School of Engineering Medicine（工程医学学院） ； Beijing Advanced Innovation Center on Biomedical Engineering（北京生物医学工程创新中心） ； Beihang University（北京航空航天大学） 纠错

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

CARDIUM: Congenital Anomaly Recognition with Diagnostic Images and Unified Medical records

Daniela Vega, Hannah V. Ceballos, Javier S. Vera, Santiago Rodriguez, Alejandra Perez, Angela Castillo, Maria Escobar, Dario Londoño, Luis A. Sarmiento, Camila I. Castro, Nadiezhda Rodriguez, Juan C. Briceño, Pablo Arbeláez

机构 * Universidad de los Andes（andes大学） ； Fundación Santa Fe de Bogotá（圣费博多哥基金会） 纠错

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

Comments Accepted to CVAMD Workshop, ICCV 2025

Robust LLM Training Infrastructure at ByteDance

Borui Wan, Gaohong Liu, Zuquan Song, Jun Wang, Yun Zhang, Guangming Sheng, Shuguang Wang, Houmin Wei, Chenyuan Wang, Weiqiang Lou, Xi Yang, Mofan Zhang, Kaihua Jiang, Cheng Ren, Xiaoyun Zhi, Menghan Yu, Zhe Nan, Zhuolin Zheng, Baoquan Zhong, Qinlong Wang, Huan Yu, Jinxin Chi, Wang Zhang, Yuhan Li, Zixian Du, Sida Zhao, Yongqiang Zhang, Jingzhe Tang, Zherui Liu, Chuan Wu, Yanghua Peng, Haibin Lin, Wencong Xiao, Xin Liu, Liang Xiang

机构 * The University of Hong Kong（香港大学） ； ByteDance Seed（字节跳动种子） 纠错

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

A Multi-Stage Hybrid CNN-Transformer Network for Automated Pediatric Lung Sound Classification

Samiul Based Shuvo, Taufiq Hasan

机构 * Department of Biomedical Engineering, BUET, Dhaka, Bangladesh（生物医学工程系，比尔·克里希纳工程学院，达卡，孟加拉国） 纠错

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

Unsupervised anomaly detection using Bayesian flow networks: application to brain FDG PET in the context of Alzheimer's disease

Hugues Roy, Reuben Dorent, Ninon Burgos

机构 * Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière, F-75013, Paris, France（索邦大学，大脑研究所-巴黎脑研究所-ICM，CNRS，Inria，Inserm，AP-HP，皮蒂埃-萨拉普特里医院，法国巴黎） ； MIND Team, Inria Saclay, Université Paris-Saclay, Palaiseau, France（MIND团队，Inria萨克利，巴黎-萨克利大学，帕莱赛，法国） 纠错

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

NeurIPT: Foundation Model for Neural Interfaces

Zitao Fang, Chenxuan Li, Hongting Zhou, Shuyang Yu, Guodong Du, Ashwaq Qasem, Yang Lu, Jing Li, Junsong Zhang, Sim Kuan Goh

机构 * Xiamen University Malaysia（马来西亚厦门大学） ； Columbia University（哥伦比亚大学） ； The Hong Kong Polytechnic University（香港理工大学） ； Xiamen University（厦门大学） ； Harbin Institute of Technology (Shenzhen)（哈尔滨工业大学（深圳）） 纠错

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

Comments Accepted by The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025). Project Page: https://ZzzitaoFang.github.io/projects/NeurIPT/

Structured Temporal Causality for Interpretable Multivariate Time Series Anomaly Detection

Dongchan Cho, Jiho Han, Keumyeong Kang, Minsang Kim, Honggyu Ryu, Namsoon Jung

机构 * Industrial AI Lab, SimPlatform Co. Ltd.（SimPlatform公司工业AI实验室） ； Affiliate Research Institute（附属研究机构） 纠错

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

Comments Accepted by NeurIPS 2025

Agentic System with Modal Logic for Autonomous Diagnostics

Antonin Sulc, Thorsten Hellert

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

Comments 10 pages, 1 figure

Linking Facial Recognition of Emotions and Socially Shared Regulation in Medical Simulation

Xiaoshan Huang, Tianlong Zhong, Haolun Wu, Yeyu Wang, Ethan Churchill, Xue Liu, David Williamson Shaffer

专题命中 诊断辅助 ：diagnosis(abstract)

Comments Accepted to the 28th ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW 2025). 5 pages, 3 figures

Mastering Uncertainty: From Understanding to Prediction

Didier Sornette

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 9 pages

Fusion-Augmented Large Language Models: Boosting Diagnostic Trustworthiness via Model Consensus

Md Kamrul Siam, Md Jobair Hossain Faruk, Jerry Q. Cheng, Huanying Gu

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 7 pages (Accepted to IEEE BHI 2025)

P3LS: Point Process Partial Least Squares

Jamshid Namdari, Robert T Krafty, Amita Manatunga

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 27 manuscript pages, 1 supplement, 5 figures