All Outputs (3)

Diagnosis and management of cardiovascular disease with an intelligent decision-making support system (2012)
Journal Article
Bohacik, J., & Davis, D. (2012). Diagnosis and management of cardiovascular disease with an intelligent decision-making support system. ULAB journal of science and engineering, 3(1), Article 42888

Cardiovascular disease is the principal cause of death in most European countries and may have a major negativeimpact on the patients' functional status, productivity, and quality of life. It seems an automatic decision support system couldlower thes... Read More about Diagnosis and management of cardiovascular disease with an intelligent decision-making support system.

A comparative study of missing value imputation with multiclass classification for clinical heart failure data (2012)
Presentation / Conference Contribution
Zhang, Y., Kambhampati, C., Davis, D. N., Goode, K., & Cleland, J. G. F. A comparative study of missing value imputation with multiclass classification for clinical heart failure data. Presented at 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery

Clinical data often contains missing values. Imputation is one of the best known schemes to overcome the drawbacks associated with missing values in data mining tasks. In this work, we compared several imputation methods and analyzed their performanc... Read More about A comparative study of missing value imputation with multiclass classification for clinical heart failure data.

Alert rules for remote monitoring of cardiovascular patients (2012)
Journal Article
Bohacik, J., & Davis, D. (2012). Alert rules for remote monitoring of cardiovascular patients. Journal of information technologies, 5(1), 16 - 23

Cardiovascular disease is the leading cause of death in most European countries and its prevention requires major life-style changes using limited health-care resources. Remote cardiovascular decision support seems to allow cardiovascular patients to... Read More about Alert rules for remote monitoring of cardiovascular patients.