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

#artificial intelligence Review Open access Sep 2026

Nanostructure driven innovation in diabetes: from enhanced biosensing to smart therapeutic delivery

Diabetes mellitus continues to be a global public health concern, owing to its increasing incidence, complex etiology, and the limitations of standard therapy regimens. Conventional therapeutic strategies often face several limitations including poor bioavailability, frequent administration, and absence of real-time bl...

T. Yousaf, I. Ahmad, Z. Younas et al. · Frontiers in Bioengineering... · 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