EnRank: An Ensemble Method to Detect Pulmonary Hypertension Biomarkers Based on Feature Selection and Machine Learning Models

Pulmonary hypertension (PH) is a common disease that affects the normal functioning of the human pulmonary arteries. The peripheral blood mononuclear cells (PMBCs) served as an ideal source for a minimally invasive disease diagnosis. This study hypothesized that the transcriptional fluctuations in t...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Frontiers in genetics 2021-04, Vol.12, p.636429-636429, Article 636429
Hauptverfasser:	Liu, Xiangju, Zhang, Yu, Fu, Chunli, Zhang, Ruochi, Zhou, Fengfeng
Format:	Artikel
Sprache:	eng
Schlagworte:	biomarker detection EnRank ensemble feature selection filter Genetics Genetics & Heredity Life Sciences & Biomedicine pulmonary hypertension Science & Technology
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!