Accurate classification and prediction of knee osteoarthritis based on Al-Biruni Earth Radius metaheuristic optimizer and LSTM classifier.

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Bibliographic Details
Title: Accurate classification and prediction of knee osteoarthritis based on Al-Biruni Earth Radius metaheuristic optimizer and LSTM classifier.
Authors: Diab AG; Department of Communications and Electronics Engineering, MISR Higher Institute for Engineering and Technology, Mansoura, 35511, Egypt. amal.galal@std.mans.edu.eg.; Department of Electronics and Communications Engineering, Faculty of Engineering, Mansoura University, Mansoura, 35511, Egypt. amal.galal@std.mans.edu.eg., El-Kenawy EM; Department of Communications and Electronics Engineering, Delta Higher Institute of Engineering and Technology, Mansoura, 35111, Egypt. sayed.kenawy@dhiet.edu.eg.; Jadara Research Center, Jadara University, Irbid, Jordan. sayed.kenawy@dhiet.edu.eg., Areed NFF; Department of Electrical Engineering, College of Engineering, Qassim University, Buraydah, 52571, Saudi Arabia.; Department of Electronics and Communications Engineering, Faculty of Engineering, Mansoura University, Mansoura, 35511, Egypt., Amer HM; Department of Electronics and Communications Engineering, Faculty of Engineering, Mansoura University, Mansoura, 35511, Egypt., El-Seddek M; Department of Electronics and Communications Engineering, Horus University, New Damietta, 34517, Egypt.
Source: Scientific reports [Sci Rep] 2026 Apr 21; Vol. 16 (1). Date of Electronic Publication: 2026 Apr 21.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2045-2322
DOI:10.1038/s41598-026-46131-7