医学 AI

Scaling Artificial Intelligence for Prostate Cancer Detection on MRI towards Organized Screening and Primary Diagnosis in a Global, Multiethnic Population (Study Protocol)

Anindo Saha, Joeran S. Bosma, Jasper J. Twilt, Alexander B. C. D. Ng, Aqua Asif, Kirti Magudia, Peder Larson, Qinglin Xie, Xiaodong Zhang, Chi Pham Minh, Samuel N. Gitau, Ivo G. Schoots, Martijn F. Boomsma, Renato Cuocolo, Nikolaos Papanikolaou, Daniele Regge, Derya Yakar, Mattijs Elschot, Jeroen Veltman, Baris Turkbey, Nancy A. Obuchowski, Jurgen J. Fütterer, Anwar R. Padhani, Hashim U. Ahmed, Tobias Nordström, Martin Eklund, Veeru Kasivisvanathan, Maarten de Rooij, Henkjan Huisman

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

Unsupervised Multi-Attention Meta Transformer for Rotating Machinery Fault Diagnosis

Hanyang Wang, Yuxuan Yang, Hongjun Wang, Lihui Wang

机构 * organization= Centre for Effciency ； Performance Engineering, University of Huddersfield , city= Huddersfield , country= HD1 3DH, UK ； organization= National Key Laboratory of Space Integrated Information System, Institute of Software, Chinese Academy of Sciences , city= Beijing , country= China ； organization= Nanjing Forestry University , city= Beijing , country= China ； organization= School of Mechanical Electrical Engineering, Beijing Information Science \& Technology University , city= Beijing,100192 , country= China ； organization= Key Laboratory of Modern Measurement \& Control Technology, Ministry of Education, Beijing Information Science \& Technology University , city= Beijing , country= China ； organization= Department of Production Engineering, KTH Royal Institute of Technology , city= Stockholm , country= Sweden 纠错

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

A Masked Representation Learning to Model Cardiac Functions Using Multiple Physiological Signals

Seong-A Park, Jong-Eui Chae, Sungdong Kim, Hyung-Chul Lee, Hyun-Lim Yang

机构 * Seoul National University Hospital（首尔国立大学医院） ； Seoul National University（首尔国立大学） ； KAIST AI（韩国科学技术院人工智能研究所） 纠错

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

Comments 16 pages, 5 figures

Explaining Concept Drift through the Evolution of Group Counterfactuals

Ignacy Stępka, Jerzy Stefanowski

机构 * Poznan University of Technology（波兹南技术大学） 纠错

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

Comments TempXAI Workshop @ ECML PKDD 2025

Automatic infant 2D pose estimation from videos: comparing seven deep neural network methods

Filipe Gama, Matej Misar, Lukas Navara, Sergiu T. Popescu, Matej Hoffmann

机构 * Czech Technical University in Prague, Faculty of Electrical Engineering, Department of Cybernetics（捷克技术大学布拉格分校，电子工程学院，自动控制系） 纠错

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

Comments 38 pages, 8 figures, 22 tables

Journal ref Behavior Research Methods 57(280) (2025)

CoAtNeXt:An Attention-Enhanced ConvNeXtV2-Transformer Hybrid Model for Gastric Tissue Classification

Mustafa Yurdakul, Sakir Tasdemir

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

We're Still Doing It (All) Wrong: Recommender Systems, Fifteen Years Later

Alan Said, Maria Soledad Pera, Michael D. Ekstrand

机构 * University of Gothenburg（哥德堡大学） ； TU Delft（代尔夫特理工大学） ； Drexel University（德雷塞尔大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Comments This is the author's version of the work. It is posted here for your personal use. Not for redistribution. The definitive Version of Record was accepted for publication in the Beyond Algorithms: Reclaiming the Interdisciplinary Roots of Recommender Systems Workshop (BEYOND 2025), September 26th, 2025, co-located with the 19th ACM Recommender Systems Conference, Prague, Czech Republic