2017
Computational Psychiatry and the Challenge of Schizophrenia
Krystal JH, Murray JD, Chekroud AM, Corlett PR, Yang G, Wang XJ, Anticevic A. Computational Psychiatry and the Challenge of Schizophrenia. Schizophrenia Bulletin 2017, 43: 473-475. PMID: 28338845, PMCID: PMC5464204, DOI: 10.1093/schbul/sbx025.Peer-Reviewed Original ResearchConceptsComputational psychiatryReinforcement learning theoryNeural circuit modelMachine learningComplex datasetsFormal modelLarge datasetsLearning theorySchizophrenia researchDatasetSchizophreniaFormal theoryEnormous challengesPsychiatryDisordersLearningChallengesTheoryDifficultiesModelReadersApplicationsResearchPath
2016
Clinical Heterogeneity Arising from Categorical and Dimensional Features of the Neurobiology of Psychiatric Diagnoses: Insights from Neuroimaging and Computational Neuroscience
Krystal J, Anticevic A, Murray J, Glahn D, Driesen N, Yang G, Wang X. Clinical Heterogeneity Arising from Categorical and Dimensional Features of the Neurobiology of Psychiatric Diagnoses: Insights from Neuroimaging and Computational Neuroscience. 2016, 293-316. DOI: 10.7551/mitpress/10936.003.0023.Peer-Reviewed Original ResearchPsychiatric disordersMechanisms of psychiatric disordersModel psychiatric disordersPsychiatric nosologyPsychological assessmentPsychiatric diagnosingModern psychiatryPsychiatric issuesNeurobiologyPsychiatristsNeurological analysisPsychiatryDisordersComputational neuroscienceClinical heterogeneityNeuroimagingNosologyNeuroscienceNeuroscientistsComputational neuroscientistsCategorizationBiological Psychiatry and Biological Psychiatry: Cognitive Neuroscience and Neuroimaging Adopt Neuroscience-Based Nomenclature
Krystal JH, Abi-Dargham A, Barch DM, Bullmore ET, Carter CS, Geschwind DH, Harrison PJ, Nestler EJ, Stein MB. Biological Psychiatry and Biological Psychiatry: Cognitive Neuroscience and Neuroimaging Adopt Neuroscience-Based Nomenclature. Biological Psychiatry 2016, 80: 2-3. PMID: 27312230, DOI: 10.1016/j.biopsych.2016.03.2103.Peer-Reviewed Original ResearchBiological Psychiatry and Biological Psychiatry: Cognitive Neuroscience and Neuroimaging Adopt Neuroscience-Based Nomenclature
Krystal JH, Abi-Dargham A, Barch DM, Bullmore ET, Carter CS, Geschwind DH, Harrison PJ, Nestler EJ, Stein MB. Biological Psychiatry and Biological Psychiatry: Cognitive Neuroscience and Neuroimaging Adopt Neuroscience-Based Nomenclature. Biological Psychiatry Cognitive Neuroscience And Neuroimaging 2016, 1: 300-301. PMID: 29560862, DOI: 10.1016/j.bpsc.2016.03.007.Peer-Reviewed Original Research