Muhammad Faheem

Global and Local Context Fusion in Heterogeneous Graph Neural Network for Summarizing Lengthy Scientific Documents

2025 · IEEE Access

The primary objective of text summarization is to condense a document’s length while preserving its essential content. Extractive summarization methods are commonly used due to their effectiveness and straightforward presentation. However, a significant challenge lies …

Machine Learning Models for Personalized Treatment Recommendations in Diabetes Management

2025 · International Journal of Scientific Research and Management (IJSRM)

Diabetes is a chronic and common metabolic ailment that needs constant monitoring and a change in therapy to prevent complications. The traditional methodology for treatment mostly depended on certain guidelines that may not be able …