Muhammad Ibtisam Ahmad

Patterns before Pathology: Artificial Intelligence in Early Diagnostics and Precision Patient Care

Muhammad Ibtisam Ahmad, Muhammad Ibrahim Ahmed & Ahmad Sajjad Ashraf · Journal of Advances in Medicine and Medical Research · 2026

Background: Artificial intelligence (AI) and machine learning (ML) are increasingly used to support earlier diagnosis, risk stratification, clinical decision-making, and personalised care. However, an operational gap persists between algorithmic performance and safe bedside imple...

Open access Research Article 10.9734/jammr/2026/v38i96207

Metabolic–reproductive Crosstalk in Polycystic Ovary Syndrome: Therapeutic Implications of Dual Incretin Agonism with Tirzepatide

Ahmad Sajjad Ashraf, Muhammad Ibtisam Ahmad & Muhammad Ibrahim Ahmed · Journal of Advances in Medicine and Medical Research · 2026

Polycystic ovary syndrome (PCOS) is a heterogeneous endocrine–metabolic disorder characterised by varying constellations of ovulatory dysfunction, hyperandrogenism, and polycystic ovarian morphology alongside cardiometabolic risk factors including insulin resistance, adiposity, d...

Open access Research Article 10.9734/jammr/2026/v38i16060