TY - BOOK AU - Ikram shah (64621) TI - Machine learning beyond traditional models: light GBM and XG baoost for early detection of Alzheimer's disease U1 - 610.28 PY - 2026/// CY - Islamabad PB - (unpublished) KW - Biomedical engineering KW - Neuroimaging techniques KW - Molecular imaging KW - Biofluid biomarkers KW - Clinical relevance KW - BME KW - FEAS N1 - A thesis submitted in the partial fulfillment of the requirements for the degree of Master of Science in Biomedical Engineering to the Faculty of Engineering and Applied Sciences.; Includes bibliographical references; Thesis supervisor: Dr. Jawwad Sami Ur Rahman; Thesis (MS)--Riphah International University, 2026 ER -