Hisham Haider

Dual-model deep learning for detecting and classifying dental abscesses, cysts, and tumours on orthopantomograms: a histopathology-referenced diagnostic study

Differential diagnosis of periapical and intra-osseous jaw lesions is a recurring clinical challenge that still depends on invasive, costly histopathological examination. Deep learning applied to routine panoramic radiography offers a potential non-invasive triage aid, but most p...