医学 AI

From Data to Diagnosis: A Large, Comprehensive Bone Marrow Dataset and AI Methods for Childhood Leukemia Prediction

Henning Höfener, Farina Kock, Martina Pontones, Tabita Ghete, David Pfrang, Nicholas Dickel, Meik Kunz, Daniela P. Schacherer, David A. Clunie, Andrey Fedorov, Max Westphal, Markus Metzler

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

DAFTED: Decoupled Asymmetric Fusion of Tabular and Echocardiographic Data for Cardiac Hypertension Diagnosis

Jérémie Stym-Popper, Nathan Painchaud, Clément Rambour, Pierre-Yves Courand, Nicolas Thome, Olivier Bernard

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

Comments 9 pages, Accepted at MIDL 2025 (Oral)

Compound Fault Diagnosis for Train Transmission Systems Using Deep Learning with Fourier-enhanced Representation

Jonathan Adam Rico, Nagarajan Raghavan, Senthilnath Jayavelu

机构 * Engineering Product Development（工程产品开发） ； SUTD（新加坡科技设计大学） ； Institute for Infocomm Research（信息通信研究所） ； A*STAR（科技研究局） 纠错

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

Comments Accepted for the 2025 IEEE Conference on Prognostics and Health Management (ICPHM 2025)

Network-Based Detection of Autism Spectrum Disorder Using Sustainable and Non-invasive Salivary Biomarkers

Janayna M. Fernandes, Robinson Sabino-Silva, Murillo G. Carneiro

机构 * Faculty of Computing, Federal University of Uberlândia（计算学院，伯南迪利亚联邦大学） ； Department of Physiology, Institute of Biomedical Sciences, Federal University of Uberlândia（生理学系，生物医学科学研究所，伯南迪利亚联邦大学） 纠错

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

IEFS-GMB: Gradient Memory Bank-Guided Feature Selection Based on Information Entropy for EEG Classification of Neurological Disorders

Liang Zhang, Hanyang Dong, Jia-Hong Gao, Yi Sun, Kuntao Xiao, Wanli Yang, Zhao Lv, Shurong Sheng

机构 * Institute of Artificial Intelligence, Heifei Comprehensive National Science Center（人工智能研究院） ； School of Artificial Intelligence, Anhui University（人工智能学院） ； McGovern Institute for Brain Research, Peking University（脑科学研究院） ； Center for MRI Research, Academy for Advanced Interdisciplinary Studies, Peking University（磁共振研究中心） ； Anhui Province Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University（多模态认知计算重点实验室） 纠错

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

Who Pays, Who Benefits? Producer-Insurer Games in Life-Saving Medicines

Delia Coculescu, Maximilian Janisch, Thomas Lehéricy

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 40 pages

Clinical Multi-modal Fusion with Heterogeneous Graph and Disease Correlation Learning for Multi-Disease Prediction

Yueheng Jiang, Peng Zhang

专题命中 诊断辅助 ：diagnosis(abstract)

Scalable CVD Graphene Field-Effect Transistor Platform for Viral Detection: Application to COVID-19

Leonardo Martini, Ylea Vlamidis, Ileana Armando, Domenica Convertino, Vaidotas Mišeikis, Valerio Voliani, Camilla Coletti

专题命中 诊断辅助 ：diagnosis(abstract)