An evolutionary machine learning algorithm for cardiovascular disease risk prediction

A cross country comparison for the burden of cardiovascular disease attributable to tobacco exposure in China, Japan, USA and world

(2020) Xiaomei Wu et al.   BMC PUBLIC HEALTH

Explainable artificial intelligence model to predict acute critical illness from electronic health records

(2020) Simon Meyer Lauritsen et al.   Nature Communications

A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

(2020) Erico Tjoa et al.   IEEE Transactions on Neural Networks and Learning Systems

Interpretation of CVD risk predictions in clinical practice: Mission impossible?

(2019) G. R. Lagerweij et al.   PLoS One

Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to?

(2019) Alberto Fernandez et al.   IEEE Computational Intelligence Magazine

Machine Learning Interpretability: A Survey on Methods and Metrics

(2019) Diogo V. Carvalho et al.   Electronics

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

(2019) Alejandro Barredo Arrieta et al.   Information Fusion

A Survey of Methods for Explaining Black Box Models

(2018) Riccardo Guidotti et al.   ACM COMPUTING SURVEYS

Machine learning methodologies versus cardiovascular risk scores, in predicting disease risk

(2018) Alexandros C. Dimopoulos et al.   BMC Medical Research Methodology

Computational models in cardiology

(2018) Steven A. Niederer et al.   Nature Reviews Cardiology

PARS risk charts: A 10-year study of risk assessment for cardiovascular diseases in Eastern Mediterranean Region

(2017) Nizal Sarrafzadegan et al.   PLoS One

Adherence to and beliefs in lipid-lowering medical treatments: A structural equation modeling approach including the necessity-concern framework

(2012) Erik Berglund et al.   PATIENT EDUCATION AND COUNSELING

General Cardiovascular Risk Profile for Use in Primary Care

(2008) Ralph B. D’Agostino et al.   CIRCULATION