A neural system dynamics modeling platform and its applications in randomized controlled trial data analysis

A neural system dynamics modeling platform and its applications in randomized controlled trial data analysis

Background: Conventional statistical methods used in clinical trials lack the ability to predict patient specific risk and very often do not consider the effects of time varying interventions. The aim of this study is to test a novel artificial neural network based model for clinical trial analysis...

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Bibliographic Details
Main Authors: Nadira Hamid, Joydeep Sarkar, Bjorn Redfors, Anisha Balani, Rajagopalan Ramaswamy, Abhijit Ghosh, Maria Alu, Aaron Crowley, Yiran Zhang, Martin B. Leon, Gregg W. Stone, Juan F. Granada
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Clinical trials
Analysis
Neural networks
System dynamics
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914821001027

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http://www.sciencedirect.com/science/article/pii/S2352914821001027

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