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Machine learning prediction of neurocognitive impairment among people with HIV using clinical and multimodal magnetic resonance imaging data

Yunan Xu, Yizi Lin, Ryan P. Bell, Sheri L. Towe, John Pearson, Tauseef Nadeem, Cliburn Chan, Christina S. Meade

2021Journal of NeuroVirology21 citationsDOIOpen Access PDF

Topics & Concepts

Magnetic resonance imagingMedicineReceiver operating characteristicNeuroimagingArtificial intelligenceLogistic regressionWhite matterCross-validationFeature selectionSupport vector machineMachine learningRadiologyInternal medicineComputer sciencePsychiatryHIV Research and TreatmentHIV-related health complications and treatmentsHIV/AIDS Research and Interventions
Machine learning prediction of neurocognitive impairment among people with HIV using clinical and multimodal magnetic resonance imaging data | Litcius