Unknown

Dataset Information

0

A database for using machine learning and data mining techniques for coronary artery disease diagnosis.

ABSTRACT: We present the coronary artery disease (CAD) database, a comprehensive resource, comprising 126 papers and 68 datasets relevant to CAD diagnosis, extracted from the scientific literature from 1992 and 2018. These data were collected to help advance research on CAD-related machine learning and data mining algorithms, and hopefully to ultimately advance clinical diagnosis and early treatment. To aid users, we have also built a web application that presents the database through various reports.

SUBMITTER: Alizadehsani R 

PROVIDER: S-EPMC6811630 | biostudies-literature | 2019 Oct

REPOSITORIES: biostudies-literature

Json Xml
altmetric image

Publications

A database for using machine learning and data mining techniques for coronary artery disease diagnosis.

Alizadehsani R R   Roshanzamir M M   Abdar M M   Beykikhoshk A A   Khosravi A A   Panahiazar M M   Koohestani A A   Khozeimeh F F   Nahavandi S S   Sarrafzadegan N N  

Scientific data 20191023 1

We present the coronary artery disease (CAD) database, a comprehensive resource, comprising 126 papers and 68 datasets relevant to CAD diagnosis, extracted from the scientific literature from 1992 and 2018. These data were collected to help advance research on CAD-related machine learning and data mining algorithms, and hopefully to ultimately advance clinical diagnosis and early treatment. To aid users, we have also built a web application that presents the database through various reports. ...[more]

Similar Datasets

Unknown Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning.
| S-EPMC7703753 | biostudies-literature
Unknown Assessment of vector-host-pathogen relationships using data mining and machine learning.
| S-EPMC7340972 | biostudies-literature
Unknown A data-driven predictive approach for drug delivery using machine learning techniques.
| S-EPMC3285649 | biostudies-literature
Unknown Prediction of Coronary Artery Calcium Score Using Machine Learning in a Healthy Population.
| S-EPMC7565334 | biostudies-literature
Unknown Applying data mining techniques to improve diagnosis in neonatal jaundice.
| S-EPMC3557145 | biostudies-literature
Unknown Predictive models for diabetes mellitus using machine learning techniques.
| S-EPMC6794897 | biostudies-other
Unknown Comparison Analysis of Machine Learning Techniques for Photovoltaic Prediction Using Weather Sensor Data.
| S-EPMC7308868 | biostudies-literature
Unknown Genetic variations analysis for complex brain disease diagnosis using machine learning techniques: opportunities and hurdles.
| S-EPMC8459785 | biostudies-literature
Unknown Human mitochondrial genome compression using machine learning techniques.
| S-EPMC6805717 | biostudies-literature
Unknown Identification of Novel Antibacterials Using Machine Learning Techniques.
| S-EPMC6719509 | biostudies-literature