Muhammad Farman

A CLIP-based framework for multiclass lung histopathology classification with prompt engineering and class-imbalance-aware focal optimization

2026 · Scientific Reports

Lung cancer remains one of the leading causes of cancer-related mortality worldwide, and accurate histopathological classification is essential for timely diagnosis and treatment planning. This study presents a Contrastive Language Image Pretraining (CLIP)-based framework for …