Heart Disease Classification Using Machine Learning Models

Sakinat Oluwabukonla Folorunso; Joseph Bamidele Awotunde; Abidemi Emmanuel Adeniyi; Moses Kazeem Abiodun; Femi Emmanuel Ayo

doi:10.1007/978-3-030-95630-1_3

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Heart Disease Classification Using Machine Learning Models

Sakinat Oluwabukonla Folorunso Joseph Bamidele Awotunde Abidemi Emmanuel Adeniyi Moses Kazeem Abiodun Femi Emmanuel Ayo

Year: 2022 Communications in computer and information science Pages: 35-49 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-030-95630-1_3

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Keywords:

Gradient boosting Random forest Artificial intelligence Support vector machine Machine learning Decision tree Boosting (machine learning) Computer science F1 score Recall Precision and recall Psychology

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Topics

Artificial Intelligence in Healthcare

Health Sciences → Health Professions → Health Information Management

ECG Monitoring and Analysis

Health Sciences → Medicine → Cardiology and Cardiovascular Medicine

COVID-19 diagnosis using AI

Health Sciences → Medicine → Radiology, Nuclear Medicine and Imaging

Heart Disease Classification Using Machine Learning Models

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