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Decoding Suicide Decedent Profiles and Signs of Suicidal Intent Using Latent Class Analysis.
- Published in:
- JAMA Psychiatry, 2024, v. 81, n. 6, p. 595, doi. 10.1001/jamapsychiatry.2024.0171
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- Article
Preparing for the bedside—optimizing a postpartum depression risk prediction model for clinical implementation in a health system.
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- Journal of the American Medical Informatics Association, 2024, v. 31, n. 6, p. 1258, doi. 10.1093/jamia/ocae056
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- Article
Characterizing atrial fibrillation symptom improvement following de novo catheter ablation.
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- European Journal of Cardiovascular Nursing, 2024, v. 23, n. 3, p. 241, doi. 10.1093/eurjcn/zvad068
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- Article
Visualizing machine learning-based predictions of postpartum depression risk for lay audiences.
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- Journal of the American Medical Informatics Association, 2024, v. 31, n. 2, p. 289, doi. 10.1093/jamia/ocad198
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- Article
Automated classification of lay health articles using natural language processing: a case study on pregnancy health and postpartum depression.
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- Frontiers in Psychiatry, 2023, p. 1, doi. 10.3389/fpsyt.2023.1258887
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- Article
Patterns of Social Determinants of Health and Child Mental Health, Cognition, and Physical Health.
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- JAMA Pediatrics, 2023, v. 177, n. 12, p. 1294, doi. 10.1001/jamapediatrics.2023.4218
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- Article
Women's perspectives on the use of artificial intelligence (AI)-based technologies in mental healthcare.
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- JAMIA Open, 2023, v. 6, n. 3, p. 1, doi. 10.1093/jamiaopen/ooad048
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- Article
A multisite comparison using electronic health records and natural language processing to identify the association between suicidality and hospital readmission amongst patients with eating disorders.
- Published in:
- International Journal of Eating Disorders, 2023, v. 56, n. 8, p. 1581, doi. 10.1002/eat.23980
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- Article
An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives.
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- Journal of the American Medical Informatics Association, 2023, v. 30, n. 8, p. 1408, doi. 10.1093/jamia/ocad068
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- Article
Risk stratification models for predicting preventable hospitalization in commercially insured late middle-aged adults with depression.
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- BMC Health Services Research, 2023, v. 23, n. 1, p. 1, doi. 10.1186/s12913-023-09478-5
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- Article
Multi-ancestry genome- and phenome-wide association studies of diverticular disease in electronic health records with natural language processing enriched phenotyping algorithm.
- Published in:
- PLoS ONE, 2023, v. 17, n. 5, p. 1, doi. 10.1371/journal.pone.0283553
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- Article
Effects of social deprivation on risk factors for suicidal ideation and suicide attempts in commercially insured US youth and adults.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-31387-0
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- Article
Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-27493-8
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- Article
Trends in psychiatric diagnoses by COVID-19 infection and hospitalization among patients with and without recent clinical psychiatric diagnoses in New York city from March 2020 to August 2021.
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- Translational Psychiatry, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41398-022-02255-8
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- Article
Social connectedness as a determinant of mental health: A scoping review.
- Published in:
- PLoS ONE, 2022, v. 17, n. 10, p. 1, doi. 10.1371/journal.pone.0275004
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- Article
Electronic health records and blockchain interoperability requirements: a scoping review.
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- JAMIA Open, 2022, v. 5, n. 3, p. 1, doi. 10.1093/jamiaopen/ooac068
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- Article
Design and validation of a FHIR-based EHR-driven phenotyping toolbox.
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- 2022
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- Publication type:
- journal article
Predictive Modeling for Suicide-Related Outcomes and Risk Factors among Patients with Pain Conditions: A Systematic Review.
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- Journal of Clinical Medicine, 2022, v. 11, n. 16, p. 4813, doi. 10.3390/jcm11164813
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- Article
Association of Social Determinants of Health and Vaccinations With Child Mental Health During the COVID-19 Pandemic in the US.
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- 2022
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- Publication type:
- Journal Article
An architecture for research computing in health to support clinical and translational investigators with electronic patient data.
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- 2022
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- journal article
Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups.
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- Journal of the American Medical Informatics Association, 2021, v. 28, n. 12, p. 2641, doi. 10.1093/jamia/ocab203
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- Article
Estimation of postpartum depression risk from electronic health records using machine learning.
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- 2021
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- journal article
Identifying urban built environment factors in pregnancy care and maternal mental health outcomes.
- Published in:
- 2021
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- Publication type:
- journal article
Characterization of time-variant and time-invariant assessment of suicidality on Reddit using C-SSRS.
- Published in:
- PLoS ONE, 2021, v. 16, n. 5, p. 1, doi. 10.1371/journal.pone.0250448
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- Article
Association of co-occurring opioid or other substance use disorders with increased healthcare utilization in patients with depression.
- Published in:
- Translational Psychiatry, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41398-021-01372-0
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- Article
Correlates of Mental Health Symptoms Among US Adults During COVID-19, March–April 2020.
- Published in:
- Public Health Reports, 2021, v. 136, n. 1, p. 97, doi. 10.1177/0033354920970179
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- Article
Toward cross‐platform electronic health record‐driven phenotyping using Clinical Quality Language.
- Published in:
- Learning Health Systems, 2020, v. 4, n. 4, p. 1, doi. 10.1002/lrh2.10233
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- Article
Data‐driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records.
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- Learning Health Systems, 2020, v. 4, n. 4, p. 1, doi. 10.1002/lrh2.10246
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- Article
Subphenotyping depression using machine learning and electronic health records.
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- Learning Health Systems, 2020, v. 4, n. 4, p. 1, doi. 10.1002/lrh2.10241
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- Article
Dissecting clinical heterogeneity of bipolar disorder using multiple polygenic risk scores.
- Published in:
- Translational Psychiatry, 2020, v. 10, n. 1, p. N.PAG, doi. 10.1038/s41398-020-00996-y
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- Article
Deep learning in mental health outcome research: a scoping review.
- Published in:
- Translational Psychiatry, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41398-020-0780-3
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- Article
Multimodal mental health analysis in social media.
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- PLoS ONE, 2020, v. 15, n. 4, p. 1, doi. 10.1371/journal.pone.0226248
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- Article
Personal Life Events-A Promising Dimension for Psychiatry in Electronic Health Records.
- Published in:
- 2020
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- Publication type:
- journal article
Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation.
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- 2019
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- Publication type:
- journal article
Social determinants of health in mental health care and research: a case for greater inclusion.
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- 2019
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- Publication type:
- journal article
Drug knowledge bases and their applications in biomedical informatics research.
- Published in:
- Briefings in Bioinformatics, 2019, p. 1308, doi. 10.1093/bib/bbx169
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- Article
A Trans -Ethnic Genome-Wide Association Study of Uterine Fibroids.
- Published in:
- Frontiers in Genetics, 2019, p. N.PAG, doi. 10.3389/fgene.2019.00511
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- Article
Developing a portable natural language processing based phenotyping system.
- Published in:
- 2019
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- journal article
The Role of Next-Generation Sequencing in Precision Medicine: A Review of Outcomes in Oncology.
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- Journal of Personalized Medicine, 2018, v. 8, n. 3, p. 30, doi. 10.3390/jpm8030030
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- Article
The potential value of social determinants of health in predicting health outcomes.
- Published in:
- 2018
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- Publication type:
- letter
Electronic Health Record Phenotypes for Precision Medicine: Perspectives and Caveats From Treatment of Breast Cancer at a Single Institution.
- Published in:
- CTS: Clinical & Translational Science, 2018, v. 11, n. 1, p. 85, doi. 10.1111/cts.12514
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- Article
Measuring the impact of ambulatory red blood cell transfusion on home functional status: study protocol for a pilot randomized controlled trial.
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- 2017
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- journal article
Genome-wide study of resistant hypertension identified from electronic health records.
- Published in:
- PLoS ONE, 2017, v. 12, n. 2, p. 1, doi. 10.1371/journal.pone.0171745
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- Article
Increased risk of hospitalization for ultrarapid metabolizers of cytochrome P450 2D6.
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- Pharmacogenomics & Personalized Medicine, 2017, v. 10, p. 39, doi. 10.2147/PGPM.S114211
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- Article
PheKB: a catalog and workflow for creating electronic phenotype algorithms for transportability.
- Published in:
- 2016
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- journal article
Developing a modular architecture for creation of rule-based clinical diagnostic criteria.
- Published in:
- BioData Mining, 2016, v. 9, p. 1, doi. 10.1186/s13040-016-0113-5
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- Article
Quantifying the impact of chronic conditions on a diagnosis of major depressive disorder in adults: a cohort study using linked electronic medical records.
- Published in:
- BMC Psychiatry, 2016, v. 16, p. 1, doi. 10.1186/s12888-016-0821-x
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- Article
Desiderata for computable representations of electronic health records-driven phenotype algorithms.
- Published in:
- 2015
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- Publication type:
- journal article
Review and evaluation of electronic health records-driven phenotype algorithm authoring tools for clinical and translational research.
- Published in:
- 2015
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- Publication type:
- journal article
Health behaviors and quality of life predictors for risk of hospitalization in an electronic health record-linked biobank.
- Published in:
- International Journal of General Medicine, 2015, v. 8, p. 247, doi. 10.2147/IJGM.S85473
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- Article