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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Noor Fatima

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Review Open access Jul 2026

Precision Oncology in Practice: Translating Molecular Profiling into Clinical Decisions and Patient Outcomes

The uses and applications of molecular profiling technologies such as next-generation sequencing, liquid biopsies, and multi-omics in the process of profiling cancer tumors and their associated molecular changes are discussed.

Imran khan Yousafzai, Khadija Tariq, Noor Fatima et al. · 0 citations
Review

Perspectives in Oncology Management and Research

It is suggested that AI systems are commonly performance-validated but insufficiently outcome-verified, which contributes to limited adoption and must be bridged through workflow-native design, prospective clinical validation, interoperable digital infrastructure, and alignment of technological innovation with healthca...

Imran Khan, A. Mehreen, Noor Fatima et al. · 0 citations

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