Extracting social determinants of health from electronic health records using natural language processing: a systematic review

BG Patra, MM Sharma, V Vekaria… - Journal of the …, 2021 - academic.oup.com
Objective Social determinants of health (SDoH) are nonclinical dispositions that impact
patient health risks and clinical outcomes. Leveraging SDoH in clinical decision-making can …

Reducing the burden of suffering from eating disorders: Unmet treatment needs, cost of illness, and the quest for cost-effectiveness

RS Weissman, F Rosselli - Behaviour research and therapy, 2017 - Elsevier
Eating disorders are serious mental disorders as reflected in significant impairments in
health and psychosocial functioning and excess mortality. Despite the clear evidence of …

Association of depression and diabetes complications and mortality: a population-based cohort study

CS Wu, LY Hsu, SH Wang - Epidemiology and psychiatric sciences, 2020 - cambridge.org
AimsSeveral studies suggested that depression might worsen the clinical outcome of
diabetes mellitus; however, such association was confounded by duration of illness and …

A review of automatic phenotyping approaches using electronic health records

H Alzoubi, R Alzubi, N Ramzan, D West, T Al-Hadhrami… - Electronics, 2019 - mdpi.com
Electronic Health Records (EHR) are a rich repository of valuable clinical information that
exist in primary and secondary care databases. In order to utilize EHRs for medical …

Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation

ET Sholle, LC Pinheiro, P Adekkanattu… - Journal of the …, 2019 - academic.oup.com
Objective We aimed to address deficiencies in structured electronic health record (EHR)
data for race and ethnicity by identifying black and Hispanic patients from unstructured …

High‐frequency binge eating predicts weight gain among veterans receiving behavioral weight loss treatments

RM Masheb, LD Lutes, H Myra Kim, RG Holleman… - …, 2015 - Wiley Online Library
Objective To assess for the frequency of binge eating behavior and its association with
weight loss in an overweight/obese sample of veterans. Methods This study is a secondary …

Healthcare costs and resource utilization of patients with binge‐eating disorder and eating disorder not otherwise specified in the Department of Veterans Affairs

BK Bellows, SL DuVall, AWC Kamauu… - … Journal of Eating …, 2015 - Wiley Online Library
Objective The objective of this study was to compare the one‐year healthcare costs and
utilization of patients with binge‐eating disorder (BED) to patients with eating disorder not …

Clinical natural language processing in 2014: foundational methods supporting efficient healthcare

A Névéol, P Zweigenbaum - Yearbook of Medical Informatics, 2015 - thieme-connect.com
Objective: To summarize recent research and present a selection of the best papers
published in 2014 in the field of clinical Natural Language Processing (NLP). Method: A …

Optimising the use of electronic medical records for large scale research in psychiatry

D Newby, N Taylor, DW Joyce… - Translational Psychiatry, 2024 - nature.com
The explosion and abundance of digital data could facilitate large-scale research for
psychiatry and mental health. Research using so-called “real world data”—such as …

Computer-aided therapeutic diagnosis for anorexia

D Spinczyk, M Bas, M Dzieciątko, M Maćkowski… - BioMedical Engineering …, 2020 - Springer
Background Anorexia nervosa is a clinical disorder syndrome of the wide spectrum without a
fully recognized etiology. The necessary issue in the clinical diagnostic process is to detect …