GenomeForest: An Ensemble Machine Learning Classifier for Endometriosis.
Sadia Akter, Dong Xu, Susan C. Nagel, John J. Bromfield, Katherine E. Pelch, Gilbert B. Wilshire, Trupti Joshi
Abstract
score (0.918) for the methylomics dataset. We hope in the future a less invasive biopsy can be used to diagnose endometriosis using the findings from such ensemble machine learning classifiers, as demonstrated in this study.
Topics & Concepts
Artificial intelligenceMachine learningEnsemble learningClassifier (UML)Computer scienceEndometriosisF1 scoreBioinformaticsMedicineBiologyInternal medicineEndometriosis Research and TreatmentEndometrial and Cervical Cancer TreatmentsReproductive System and Pregnancy