Construction of machine learning-based models for cancer outcomes in low and lower-middle income countries: A scoping review

• Published in: Frontiers in oncology Vol. 12; p. 976168
• Main Authors: Adeoye, John, Akinshipo, Abdulwarith, Koohi-Moghadam, Mohamad, Thomson, Peter, Su, Yu-Xiong
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 01.12.2022
• Subjects: artificial intelligence; cancer; low-income countries; lower-middle-income countries; machine learning; Oncology; low-income countries; cancer; lower-middle-income countries; machine learning; artificial intelligence

The impact and utility of machine learning (ML)-based prediction tools for cancer outcomes including assistive diagnosis, risk stratification, and adjunctive decision-making have been largely described and realized in the high income and upper-middle-income countries. However, statistical projection...