AIMC Topic: Psychology, Adolescent

Clear Filters Showing 1 to 2 of 2 articles

Identification of suicidal behavior among psychiatrically hospitalized adolescents using natural language processing and machine learning of electronic health records.

PloS one Feb 19, 2019
OBJECTIVE: The rapid proliferation of machine learning research using electronic health records to classify healthcare outcomes offers an opportunity to address the pressing public health problem of adolescent suicidal behavior. We describe the devel...
Humans Machine Learning Algorithms Electronic Health Records Female Young Adult Male Suicide, Attempted Adolescent Suicidal Ideation Child Adolescent Behavior Natural Language Processing Psychiatric Department, Hospital Massachusetts Psychology, Adolescent Adolescent, Hospitalized
View on PubMed DOI

Development of an Adolescent Depression Ontology for Analyzing Social Data.

Studies in health technology and informatics Jan 1, 2015
Depression in adolescence is associated with significant suicidality. Therefore, it is important to detect the risk for depression and provide timely care to adolescents. This study aims to develop an ontology for collecting and analyzing social medi...
Humans Female Male Depression Adolescent Adolescent Health Social Media Natural Language Processing Data Mining Vocabulary, Controlled Psychology, Adolescent
View on PubMed
Popular Topics
Recent Journals