Comprehensive machine learning models for predicting therapeutic targets in type 2 diabetes utilizing molecular and biochemical features in rats.

Autor: Matboli M; Medical Biochemistry and Molecular Biology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Al-Amodi HS; Biochemistry Department, Faculty of Medicine, Umm Al-Qura University, Makkah, Saudi Arabia., Khaled A; Bioinformatics Group, Center of Informatics Sciences (CIS), School of Information Technology and Computer Sciences, Nile University, Giza, Egypt., Khaled R; Biotechnology/Biomolecular Chemistry Department, Faculty of Science, Cairo University, Cairo, Egypt.; Medicinal Biochemistry and Molecular Biology Department, Modern University for Technology and Information, Cairo, Egypt., Roushdy MMS; Medical Biochemistry and Molecular Biology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Ali M; Medical Biochemistry and Molecular Biology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Diab GI; Biomedical Engineering Department, Egyptian Armed Forces, Cairo, Egypt., Elnagar MF; Zoology Department, Faculty of Science, Ain Shams University, Cairo, Egypt., Elmansy RA; Anatomy Unit, Department of Basic Medical Sciences, College of Medicine and Medical Sciences, Qassim University, Buraydah, Saudi Arabia.; Department of Anatomy and Cell Biology, Faculty of Medicine, Ain Shams University, Cairo, Egypt., TAhmed HH; Anatomy Unit, Department of Basic Medical Sciences, College of Medicine and Medical Sciences, AlNeelain University, Khartoum, Sudan., Ahmed EME; Pathology Unit, Department of Basic Medical Sciences, College of Medicine and Medical Sciences, Gassim University, Buraydah, Saudi Arabia., Elzoghby DMA; Clinical Pathology, Faculty of Medicine, Ain Shams University, Cairo, Egypt., M Kamel HF; Medical Biochemistry and Molecular Biology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt.; Biochemistry Department, Faculty of Medicine, Umm Al-Qura University, Makkah, Saudi Arabia., Farag MF; Medical Physiology Department, Armed Forces College of Medicine, Cairo, Egypt., ELsawi HA; Department of Internal Medicine, Badr University in Cairo, Badr, Egypt., Farid LM; Pathology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Abouelkhair MB; Pathology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Habib EK; Department of Anatomy and Cell Biology, Faculty of Medicine, Galala University, Attaka, Suez Governorate, Egypt., Fikry H; Department of Histology, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Saleh LA; Department of Clinical Pharmacology, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Aboughaleb IH; Biomedical Engineering Department, Egyptian Armed Forces, Cairo, Egypt.

Publikováno v: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2024 May 24; Vol. 15, pp. 1384984. Date of Electronic Publication: 2024 May 24 (Print Publication: 2024).