Integrating sleep, neuroimaging, and computational approaches for precision psychiatry
Goldstein-Piekarski AN, Holt-Gosselin B, O’Hora K, Williams LM. Integrating sleep, neuroimaging, and computational approaches for precision psychiatry. Neuropsychopharmacology 2019, 45: 192-204. PMID: 31426055, PMCID: PMC6879628, DOI: 10.1038/s41386-019-0483-8.Peer-Reviewed Original ResearchMeSH KeywordsBrainComputational BiologyHumansMental DisordersNeuroimagingPrecision MedicinePsychiatrySleepSleep Wake DisordersConceptsSleep impairmentAnxiety disordersBrain circuit dysfunctionPrecision psychiatryLarge-scale neural circuitsDefault mode networkMode networkAffective networkPoor sleep qualityExplanatory roleDistal featuresMood symptomsMoodNetwork dysfunctionSleep qualityNeural circuitsSleep disturbancesTestable frameworkCircuit dysfunctionImpairmentPersonalized tailoringDigital phenotypingFuture directionsMachine learning approachesCurrent diagnostic criteria