Article

Development and Multi-Site External Validation of a Generalizable Risk Prediction Model for Bipolar Disorder

2023-02-26

Abstract excerpt

Bipolar disorder is a leading contributor to disability, premature mortality, and suicide. Early identification of risk for bipolar disorder using generalizable predictive models trained on diverse cohorts around the United States could improve targeted assessment of high risk individuals, reduce misdiagnosis, and improve the allocation of limited mental health resources. This observational case-control study inte...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 4286c58f-dfd8-5c5c-81ad-2e833a299ed3
DOI: 10.1101/2023.02.21.23286251

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Development and Multi-Site External Validation of a Generalizable Risk Prediction Model for Bipolar DisorderDOI 10.1101/2023.02.21.23286251Read

Machine Learning Models for the Prediction of Early-Onset Bipolar Using Electronic Health RecordsSemantic proximity Read

Functional Outcomes in Bipolar Disorder: Cross-Cohort Analyses from the Global Bipolar CohortSemantic proximity Read

Data Diversity vs. Model Complexity in the Prediction of Pediatric Bipolar Disorder: Evidence from Academic and Community Clinical SamplesSemantic proximity Read

The impact of machine learning techniques in the study of bipolar disorder: A systematic review.Semantic proximity Read

Genetic validation of bipolar disorder identified by automated phenotyping using electronic health recordsSemantic proximity Read

Genetic validation of bipolar disorder identified by automated phenotyping using electronic health records.Semantic proximity Read

Impact of Selection Bias on Polygenic Risk Score Estimates in Healthcare SettingsSemantic proximity Read

Clinical and genetic contributions to medical comorbidity in bipolar disorder: a study using electronic health records-linked biobank data.Semantic proximity Read

Exemplar Scoring Identifies Genetically Separable Phenotypes of Lithium Responsive Bipolar DisorderSemantic proximity Read

Prediction of 5-year mortality risk in 784,892 people with mental illness: Development and validation of a novel clinical prognostic model (MortOx)Semantic proximity Read

Comparison of Demographic and Clinical Features of Bipolar Disorder in Persons of African and European Ancestry.Semantic proximity Read

Impact of selection bias on polygenic risk score estimates in healthcare settings.Semantic proximity Read