Use of natural language processing in electronic medical records to identify pregnant women with suicidal behavior: towards a solution to the complex classification problem

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

(2018) Qiu-Yue Zhong et al.   BMC Medical Informatics and Decision Making

Adverse obstetric outcomes during delivery hospitalizations complicated by suicidal behavior among US pregnant women

(2018) Qiu-Yue Zhong et al.   PLoS One

Changes in Coding of Suicide Attempts or Self-Harm With Transition From ICD-9 to ICD-10

(2017) Christine Stewart et al.   PSYCHIATRIC SERVICES

Risk factors for suicidal thoughts and behaviors: A meta-analysis of 50 years of research.

(2017) Joseph C. Franklin et al.   PSYCHOLOGICAL BULLETIN

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

Letter to the Editor: Suicide as a complex classification problem: machine learning and related techniques can advance suicide prediction - a reply to Roaldset (2016)

(2016) J. D. Ribeiro et al.   PSYCHOLOGICAL MEDICINE

Changing the Direction of Suicide Prevention Research

(2016) Helen Christensen et al.   JAMA Psychiatry

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

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

Suicidal behavior-related hospitalizations among pregnant women in the USA, 2006–2012

(2015) Qiu-Yue Zhong et al.   Archives of Womens Mental Health

Monitoring Suicidal Patients in Primary Care Using Electronic Health Records

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

Committee Opinion No. 630

(2015)   OBSTETRICS AND GYNECOLOGY

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

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

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

Suicidal behavior disorder as a diagnostic entity in the DSM-5 classification system: advantages outweigh limitations

(2014) Maria A. Oquendo et al.   World Psychiatry

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

Modeling Disease Severity in Multiple Sclerosis Using Electronic Health Records

(2013) Zongqi Xia et al.   PLoS One

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

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

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

The co-occurrence of non-suicidal self-injury and attempted suicide among adolescents: distinguishing risk factors and psychosocial correlates

(2012) Margaret S Andover et al.   Child and Adolescent Psychiatry and Mental Health

Using electronic medical records to enable large-scale studies in psychiatry: treatment resistant depression as a model

(2011) R. H. Perlis et al.   PSYCHOLOGICAL MEDICINE

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

Electronic medical records for discovery research in rheumatoid arthritis

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

On the adaptive elastic-net with a diverging number of parameters

(2009) Hui Zou et al.   ANNALS OF STATISTICS

Unrecognized suicidal ideation in ED patients: are we missing an opportunity?

(2008) Robin S. Kemball et al.   AMERICAN JOURNAL OF EMERGENCY MEDICINE

Classification algorithms for phenotype prediction in genomics and proteomics

(2007) Habtom et al.   Frontiers in Bioscience-Landmark