ADAPTIVE CLINICAL TRIALS

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for designing a clinical trial. In one aspect, the method comprises repeatedly performing the following: i) selecting, from a population of patients, patients for being treated with the treatment using...

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Hauptverfasser: BROOKS, Brian E, OLSON, Tyler W, NAYAR, Himanshu, ARSENAULT, Frederick J, BENOIT, Gilles J, OLSON, Peter O, TOMAI, Mark A, JOHNSON, Nicholas A, WOULFE, Susan L
Format: Patent
Sprache:eng ; fre ; ger
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Zusammenfassung:Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for designing a clinical trial. In one aspect, the method comprises repeatedly performing the following: i) selecting, from a population of patients, patients for being treated with the treatment using a configuration of input settings, wherein the configuration is selected based on a causal model that measures current causal relationships between input settings and a measure of success of the clinical trial; ii) determining the measure of success of the clinical trial for which patients were selected using the certain configuration of input settings; and iii) adjusting, based on the measure of success of the clinical trial, the causal model.