Screening pregnant women for suicidal behavior in electronic medical records: diagnostic codes vs. clinical notes processed by natural language processing

Suicidal ideation in pregnancy: an epidemiologic review

(2016) Bizu Gelaye et al.   Archives of Womens Mental Health

Use of emergency department electronic medical records for automated epidemiological surveillance of suicide attempts: a French pilot study

(2016) Marie-Hélène Metzger et al.   INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH

Extracting information from the text of electronic medical records to improve case detection: a systematic review

(2016) Elizabeth Ford et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Suicide and suicidal behaviour

(2016) Gustavo Turecki et al.   LANCET

Large-scale identification of patients with cerebral aneurysms using natural language processing

(2016) Victor M. Castro et al.   NEUROLOGY

Improving Prediction of Suicide and Accidental Death After Discharge From General Hospitals With Natural Language Processing

(2016) Thomas H. McCoy et al.   JAMA Psychiatry

Validation of Electronic Health Record Phenotyping of Bipolar Disorder Cases and Controls

(2015) Victor M. Castro et al.   AMERICAN JOURNAL OF PSYCHIATRY

Monitoring Suicidal Patients in Primary Care Using Electronic Health Records

(2015) H. D. Anderson et al.   Journal of the American Board of Family Medicine

Patterns of Health Care Usage in the Year Before Suicide: A Population-Based Case-Control Study

(2015) Megan M. Chock et al.   MAYO CLINIC PROCEEDINGS

Evaluation of Veterans’ Suicide Risk With the Use of Linguistic Detection Methods

(2015) Christine Leonard Westgate et al.   PSYCHIATRIC SERVICES

Identification of subjects with polycystic ovary syndrome using electronic health records

(2015) Victor Castro et al.   Reproductive Biology and Endocrinology

Development of phenotype algorithms using electronic medical records and incorporating natural language processing

(2015) K. P. Liao et al.   BMJ-British Medical Journal

Development of phenotype algorithms using electronic medical records and incorporating natural language processing

(2015) K. P. Liao et al.   BMJ-British Medical Journal

Methods to Develop an Electronic Medical Record Phenotype Algorithm to Compare the Risk of Coronary Artery Disease across 3 Chronic Disease Cohorts

(2015) Katherine P. Liao et al.   PLoS One

Improving the power of genetic association tests with imperfect phenotype derived from electronic medical records

(2014) Jennifer A. Sinnott et al.   HUMAN GENETICS

Evaluation of matched control algorithms in EHR-based phenotyping studies: A case study of inflammatory bowel disease comorbidities

(2014) Victor M. Castro et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Automatic identification of methotrexate-induced liver toxicity in patients with rheumatoid arthritis from the electronic medical record

(2014) Chen Lin et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

How complete are E-codes in commercial plan claims databases?

(2014) Christine Y. Lu et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Negation’s Not Solved: Generalizability Versus Optimizability in Clinical Natural Language Processing

(2014) Stephen Wu et al.   PLoS One

Improving Case Definition of Crohnʼs Disease and Ulcerative Colitis in Electronic Medical Records Using Natural Language Processing

(2013) Ashwin N. Ananthakrishnan et al.   INFLAMMATORY BOWEL DISEASES

Validation of suicide and self-harm records in the Clinical Practice Research Datalink

(2012) Kyla H. Thomas et al.   BRITISH JOURNAL OF CLINICAL PHARMACOLOGY

Portability of an algorithm to identify rheumatoid arthritis in electronic health records

(2012) Robert J Carroll et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Mining electronic health records: towards better research applications and clinical care

(2012) Peter B. Jensen et al.   NATURE REVIEWS GENETICS

A systematic review of validated methods for identifying suicide or suicidal ideation using administrative or claims data

(2012) James T. Walkup et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Mental health, substance use and intimate partner problems among pregnant and postpartum suicide victims in the National Violent Death Reporting System

(2011) Katherine J. Gold et al.   GENERAL HOSPITAL PSYCHIATRY

The Yale cTAKES extensions for document classification: architecture and application

(2011) Vijay Garla et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2)

(2010) S. N. Murphy et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications

(2010) Guergana K Savova et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Identification of hospitalizations for intentional self-harm when E-codes are incompletely recorded

(2010) Amanda R. Patrick et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Electronic medical records for discovery research in rheumatoid arthritis

(2010) Katherine P. Liao et al.   ARTHRITIS CARE & RESEARCH

ConText: An algorithm for determining negation, experiencer, and temporal status from clinical reports

(2009) Henk Harkema et al.   JOURNAL OF BIOMEDICAL INFORMATICS