EMR2vec: Bridging the gap between patient data and clinical trial

•We propose a novel methodology to represent EMR in the clinical trial vector space.•A respective geometric measurement is introduced to match a patient with a clinical trial.•Machine learning is powered by ontological reasoning techniques for representing patients.•Dimensionality reduction is appli...

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Veröffentlicht in:	Computers & industrial engineering 2021-06, Vol.156, p.107236-107236, Article 107236
Hauptverfasser:	Dhayne, Houssein, Kilany, Rima, Haque, Rafiqul, Taher, Yehia
Format:	Artikel
Sprache:	eng
Schlagworte:	Clinical trial EMR Medical data integration Neural network Semantic web
Online-Zugang:	Volltext
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