Improving Multi-Tumor Biomarker Health Check-up Tests with Machine Learning Algorithms

Improving Multi-Tumor Biomarker Health Check-up Tests with Machine Learning Algorithms

Background: Tumor markers are used to screen tens of millions of individuals worldwide at annual health check-ups, especially in East Asia. Machine learning (ML)-based algorithms that improve the diagnostic accuracy and clinical utility of these tests can have substantial impact leading to the early...

Full description

Bibliographic Details
Main Authors: Hsin-Yao Wang, Chun-Hsien Chen, Steve Shi, Chia-Ru Chung, Ying-Hao Wen, Min-Hsien Wu, Michael S. Lebowitz, Jiming Zhou, Jang-Jih Lu
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Cancers
Subjects:
Tumor marker
Machine learning
Health check-up
Cancer screening
Online Access:https://www.mdpi.com/2072-6694/12/6/1442

Internet

https://www.mdpi.com/2072-6694/12/6/1442

Similar Items