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Interpretable LSTM model reveals transiently-realized patterns of dynamic brain connectivity that predict patient deterioration or recovery from very mild cognitive impairment

Yutong Gao, Noah Lewis, Vince D. Calhoun, Robyn L. Miller

2023Computers in Biology and Medicine17 citationsDOIOpen Access PDF

Topics & Concepts

CognitionFunctional magnetic resonance imagingDementiaComputer scienceCognitive declineArtificial intelligenceMultivariate statisticsDynamic functional connectivityPsychologyDiseaseMedicineNeuroscienceMachine learningInternal medicineFunctional Brain Connectivity StudiesMental Health Research TopicsDementia and Cognitive Impairment Research
Interpretable LSTM model reveals transiently-realized patterns of dynamic brain connectivity that predict patient deterioration or recovery from very mild cognitive impairment | Litcius