Author

Zia ur Rehman Mashwani

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Open access Sep 2026

GC-MS profiling, network pharmacology, and computational investigations of canola phytochemicals as potential cardioprotective agents

The present study is the first in its ability to enumerate a range of potentially pharmacologically active compounds/bioactive compounds in canola variety seed/seed oil by GC-MS analysis and enunciates a novel nutraceutical approach for the prevention of CVD.

Z. Younas, I. Ahmad, N. Raja et al. · In Silico Pharmacology · 0 citations

Review Open access Aug 2026

Comprehensive machine learning approaches for disease prediction current applications recent advances and future prospects

The reviewed studies demonstrated that Deep learning approaches, particularly convolutional neural networks, transformer-based models, and multimodal frameworks, showed improved predictive accuracy when large and diverse datasets were available.

Tehreem Khan, Tayyaba Usman, Ifrah Khalid et al. · Discover Artificial Intellig... · 0 citations