The genetic basis of major depressive disorder

J Flint - Molecular psychiatry, 2023 - nature.com
The genetic dissection of major depressive disorder (MDD) ranks as one of the success
stories of psychiatric genetics, with genome-wide association studies (GWAS) identifying …

Facebook language predicts depression in medical records

JC Eichstaedt, RJ Smith… - Proceedings of the …, 2018 - National Acad Sciences
Depression, the most prevalent mental illness, is underdiagnosed and undertreated,
highlighting the need to extend the scope of current screening methods. Here, we use …

Predictive modeling of depression and anxiety using electronic health records and a novel machine learning approach with artificial intelligence

MD Nemesure, MV Heinz, R Huang, NC Jacobson - Scientific reports, 2021 - nature.com
Generalized anxiety disorder (GAD) and major depressive disorder (MDD) are highly
prevalent and impairing problems, but frequently go undetected, leading to substantial …

Validating the 8 CPCSSN case definitions for chronic disease surveillance in a primary care database of electronic health records

T Williamson, ME Green, R Birtwhistle… - The Annals of Family …, 2014 - Annals Family Med
PURPOSE The Canadian Primary Care Sentinel Surveillance Network (CPCSSN) is
Canada's first national chronic disease surveillance system based on electronic health …

Impact of co-morbidities on self-rated health in self-reported COPD: an analysis of NHANES 2001–2008

N Putcha, MA Puhan, NN Hansel… - COPD: Journal of …, 2013 - Taylor & Francis
Abstract Chronic Obstructive Pulmonary Disease (COPD) coexists with co-morbidities. While
co-morbidity has been associated with poorer health status, it is unclear which conditions …

Enhancing dialogue symptom diagnosis with global attention and symptom graph

X Lin, X He, Q Chen, H Tou, Z Wei… - Proceedings of the 2019 …, 2019 - aclanthology.org
Symptom diagnosis is a challenging yet profound problem in natural language processing.
Most previous research focus on investigating the standard electronic medical records for …

From patient care to research: a validation study examining the factors contributing to data quality in a primary care electronic medical record database

N Coleman, G Halas, W Peeler, N Casaclang… - BMC family …, 2015 - Springer
Abstract Background Electronic Medical Records (EMRs) are increasingly used in the
provision of primary care and have been compiled into databases which can be utilized for …

Impact of anxiety and depression on progression to glaucoma among glaucoma suspects

S Berchuck, A Jammal, S Mukherjee… - British Journal of …, 2021 - bjo.bmj.com
Aims To assess the impact of anxiety and depression in the risk of converting to glaucoma in
a cohort of glaucoma suspects followed over time. Methods The study included a …

Enhancing the efficacy of depression detection system using optimal feature selection from EHR

S Bhadra, CJ Kumar - Computer Methods in Biomechanics and …, 2024 - Taylor & Francis
Diagnosing depression at an early stage is crucial and majorly depends on the clinician's
skill. The present work aims to develop an automated tool for assisting the diagnostic …

Depression and human immunodeficiency virus infection are risk factors for incident heart failure among veterans: Veterans Aging Cohort Study

JR White, CCH Chang, KA So-Armah, JC Stewart… - Circulation, 2015 - Am Heart Assoc
Background—Both HIV and depression are associated with increased heart failure (HF) risk.
Depression, a common comorbidity, may further increase the risk of HF among adults with …