Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysis
Author:
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications
Reference90 articles.
1. Differential diagnosis of ovarian cancer with tumour markers CA 125, CA 15-3 and TAG 72.3;Jacobs;BJOG: Int. J. Obstetr. Gynaecol.,1993
2. Risk of diagnosis of ovarian cancer after raised serum CA 125 concentration: A prospective cohort study;Jacobs;Bmj,1996
3. Screening for ovarian cancer: A pilot randomised controlled trial;Jacobs;Lancet,1999
4. Machine learning: Trends, perspectives, and prospects;Jordan;Science,2015
5. Big data: A survey;Chen;Mob. Netw. Appl.,2014
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