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Paper Details

Unsupervised machine learning identifies symptoms of indigestion as a predictor of acute decompensation and adverse cardiac events in patients with heart failure presenting to the emergency department.
Heart Lung
1
2023
HF, Indigestion, MACE, Patients, acute HF, chest pain, dyspnea, heart failure, indigestion, patient, patients
Author NameAffiliation
Susan M SereikaUniversity of Pittsburgh
Clifton W CallawayUniversity of Pittsburgh, USA University of Pittsburgh Medical Center (UPMC)
Clifton W CallawayUniversity of Pittsburgh, USA University of Pittsburgh Medical Center (UPMC)
Samir SabaUniversity of Pittsburgh, USA University of Pittsburgh Medical Center (UPMC)
Christian Martin-GillUniversity of Pittsburgh, USA University of Pittsburgh Medical Center (UPMC)
Salah S Al-ZaitiUniversity of Pittsburgh
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Datasets

Release 1.2