Recommender system using cognitive pre-testing to select optimal mri scanning tasks

Abstract

In order to improve MRI workflow, a recommender system is provided that comprises an input unit, a processing unit, and an output unit. The input unit is configured to receive data comprising information about a plurality of pre-tests provided to a patient and associated pre-test results. The plurality of pre-tests is performed prior to an MRI scan session. The plurality of pre-tests comprises a cognitive test, a sensorimotor test, or a combination thereof. The processing unit is configured to generate, based on the received data, a cognitive profile of the patient indicative of an individual's pattern of relative strengths and difficulties across several cognitive domains. The processing unit is further configured to determine, based on the cognitive profile of the patient, a task implementation for the MRI scan session. The processing unit is further configured to provide, via the output unit, a recommendation of the determined task implementation for the MRI scan session.