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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Fariya Chowdhury

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Review Open access Jul 2026

Artificial Intelligence, ctDNA, and Biomarker-Driven Precision Oncology: Emerging Molecular Strategies for Cancer Diagnosis and Therapeutic Response Prediction

Recent advances in AI-assisted precision oncology, molecular biomarker systems, ctDNA technologies, therapeutic resistance mechanisms, translational oncology, and emerging multi-omics frameworks are discussed, including biomarker standardization, AI interpretability limitations, sequencing costs, data heterogeneity, an...

M. Mahmudul, Hasan Bhuyain, Fariya Chowdhury · 0 citations

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