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Learning a Comorbidity-Driven Taxonomy of Pediatric Pulmonary Hypertension
- Source :
- PMC
- Publication Year :
- 2017
- Publisher :
- Ovid Technologies (Wolters Kluwer Health), 2017.
-
Abstract
- Rationale: Pediatric pulmonary hypertension (PH) is a heterogeneous condition with varying natural history and therapeutic response. Precise classification of PH subtypes is, therefore, crucial for individualizing care. However, gaps remain in our understanding of the spectrum of PH in children. Objective: We seek to study the manifestations of PH in children and to assess the feasibility of applying a network-based approach to discern disease subtypes from comorbidity data recorded in longitudinal data sets. Methods and Results: A retrospective cohort study comprising 6 943 263 children (<br />National Institutes of Health (U.S.) (Award U01HL121518)
- Subjects :
- medicine.medical_specialty
Physiology
Longitudinal data
Hypertension, Pulmonary
Disease
Comorbidity
030204 cardiovascular system & hematology
Cohort Studies
03 medical and health sciences
0302 clinical medicine
Health insurance
Medicine
Humans
Intensive care medicine
Psychiatry
Child
Retrospective Studies
Insurance, Health
business.industry
Retrospective cohort study
Bayes Theorem
medicine.disease
Classification
Pulmonary hypertension
Natural history
030228 respiratory system
Child, Preschool
Cardiology and Cardiovascular Medicine
business
Cohort study
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- PMC
- Accession number :
- edsair.doi.dedup.....817bb74aadb0d79f728f21d93e6f49c7