Author

Firoz Ahmed

2 papers indexed here

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Review Open access Sep 2026

Integrating single-cell and spatial multi-omics for precision oncology: from tumor ecosystems to clinical decision-making

This conceptual workflow provides a stepwise translational roadmap from multi-omics discovery to clinical implementation, and is important to note that many of these applications remain at an early stage, with most evidence derived from small cohorts, preclinical models, or retrospective analyses, and prospective clini...

Sowhanur Rahman Nirob, Priyanshu Das, Md. Owafeeuzzaman Patwary et al. · Frontiers in Oncology · 0 citations

Review Open access Aug 2026

Graph neural networks for multi-scale gene-drug interaction modeling in cancer: applications, challenges, and therapeutic opportunities for breast cancer drug resistance

Breast cancer drug resistance remains a major clinical challenge driven by complex genetic, signaling, and microenvironmental interactions. Conventional machine learning and deep learning represent genes, drugs, and patients as independent feature vectors, limiting their ability to capture biological relationships gove...

Priyanshu Das, Md. Jarifur Rahman, Sowhanur Rahman Nirob et al. · Frontiers in Oncology · 0 citations