Machine Learning Protocols in Early Cancer Detection Based on Liquid Biopsy: A Survey

Published in Life, MDPI, 2021

Recommended citation: Liu, L., Chen, X., Petinrin, O. O., Zhang, W., Rahaman, S., Tang, Z. R., & Wong, K. C. (2021). "Machine learning protocols in early cancer detection based on liquid biopsy: a survey". Life, 11(7), 638. https://doi.org/10.3390/life11070638

In this survey, we discuss algorithmic principles and frameworks extensively developed to reveal cancer mechanisms and consider the future prospects in biomarker exploration and cancer diagnostics.

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Recommended citation: Liu, L., Chen, X., Petinrin, O. O., Zhang, W., Rahaman, S., Tang, Z. R., & Wong, K. C. (2021). “Machine learning protocols in early cancer detection based on liquid biopsy: a survey”. Life, 11(7), 638.