MACHINE LEARNING PLATFORM FOR PREDICTED EFFICACY OF UNTESTED PHARMACEUTICALS

MACHINE LEARNING PLATFORM FOR PREDICTED EFFICACY OF UNTESTED PHARMACEUTICALS

Methods and systems for predicting an efficacy value of an untested pharmaceutical for treating a malady. Machine learning models may be trained using sets of pharmaceutical-pathway weight impact scores and patient data to predict the efficacy of an untested pharmaceutical in treating a particular m...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Anagnostopoulos, Christoforos, Eckhoff, Maren
Format: Patent
Sprache:eng
Schlagworte:
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Methods and systems for predicting an efficacy value of an untested pharmaceutical for treating a malady. Machine learning models may be trained using sets of pharmaceutical-pathway weight impact scores and patient data to predict the efficacy of an untested pharmaceutical in treating a particular malady. The machine learning models may also be tailored to specific patients based upon characteristics in common with patients in the set of patient data.