A Novel Hyperparameter Search Approach for Accuracy and Simplicity in Disease Prediction Risk Scoring

Author:

Lu Yajun,Duong Thanh,Miao Zhuqi,Thieu Thanh,Lamichhane Jivan,Ahmed Abdulaziz,Delen Dursun

Publisher

Elsevier BV

Reference55 articles.

1. Zhuqi Miao: Conceptualization, Data Curation, Methodology, Coding, Formal analysis, Writing-original draft, and Writing -& editing;Yajun Lu;Thanh Thieu: Conceptualization, Methodology, and Formal analysis. Jivan Lamichhane: Writing -review & editing, and Validation. Abdulaziz Ahmed: Writing -review & editing, and Validation. Dursun Delen: Conceptualization, and Writing -review & editing

2. Prediction of coronary heart disease using risk factor categories;P W Wilson;Circulation,1998

3. General cardiovascular risk profile for use in primary care: the Framingham Heart Study;D'agostino Sr;Circulation,2008

4. Estimation of ten-year risk of fatal cardiovascular disease in Europe: the SCORE project;R M Conroy;European Heart Journal,2003

5. Derivation and validation of an index to predict early death or unplanned readmission after discharge from hospital to the community;C Van Walraven;Canadian Medical Association Journal,2010

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