Pneumonia and Pulmonary Thromboembolism Classification Using Electronic Health Records.

ABSTRACT: Pneumonia and pulmonary thromboembolism (PTE) are both respiratory diseases; their diagnosis is difficult due to their similarity in symptoms, medical subjectivity, and the large amount of information from different sources necessary for a correct diagnosis. Analysis of such clinical data using computational tools could help medical staff reduce time, increase diagnostic certainty, and improve patient care during hospitalization. In addition, no studies have been found that analyze all clinical information on the Mexican population in the Spanish language. Therefore, this work performs automatic diagnosis of pneumonia and pulmonary thromboembolism using machine-learning tools along with clinical laboratory information (structured data) and clinical text (unstructured data) obtained from el

SUBMITTER: Siordia-Millan S 

PROVIDER: S-EPMC9601338 | biostudies-literature | 2022 Oct

REPOSITORIES: biostudies-literature