Cardiovascular diseases prediction by machine learning incorporation with deep learning

A novel approach for cardiovascular disease prediction using machine learning algorithms

(2022) Saran Kumar Arunachalam et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Design and analysis of text document clustering using salp swarm algorithm

(2022) Muruganantham Ponnusamy et al.   JOURNAL OF SUPERCOMPUTING

Automating and improving cardiovascular disease prediction using Machine learning and EMR data features from a regional healthcare system

(2022) Qi Li et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Reviewing the use and quality of machine learning in developing clinical prediction models for cardiovascular disease

(2021) Simon Allan et al.   POSTGRADUATE MEDICAL JOURNAL

Current trends in the use of machine learning for diagnostics and/or risk stratification in cardiovascular disease

(2021) Pál Maurovich-Horvat   CARDIOVASCULAR RESEARCH

Clinical Application of Machine Learning-Based Artificial Intelligence in the Diagnosis, Prediction, and Classification of Cardiovascular Diseases

(2021) Songren Shu et al.   CIRCULATION JOURNAL

Probabilistic decision support system using machine learning techniques : A case study of Cardiovascular diseases

(2021) Smita et al.   Journal of Discrete Mathematical Sciences & Cryptography

Nanotechnology-Based Sensitive Biosensors for COVID-19 Prediction Using Fuzzy Logic Control

(2021) Vikas Maheshwari et al.   Journal of Nanomaterials

Machine Learning–Based Hospital Discharge Prediction for Patients With Cardiovascular Diseases: Development and Usability Study

(2021) Imjin Ahn et al.   JMIR Medical Informatics

Study of cardiovascular disease prediction model based on random forest in eastern China

(2020) Li Yang et al.   Scientific Reports

Common cardiovascular risk factors and in-hospital mortality in 3,894 patients with COVID-19: survival analysis and machine learning-based findings from the multicentre Italian CORIST Study

(2020) Augusto Di Castelnuovo et al.   NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES

Machine learning prediction in cardiovascular diseases: a meta-analysis

(2020) Chayakrit Krittanawong et al.   Scientific Reports

Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants

(2019) Ahmed M. Alaa et al.   PLoS One

Physician-Friendly Machine Learning: A Case Study with Cardiovascular Disease Risk Prediction

(2019) Meghana Padmanabhan et al.   Journal of Clinical Medicine

A machine learning-based approach for predicting the outbreak of cardiovascular diseases in patients on dialysis

(2019) Sabrina Mezzatesta et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A data-driven approach to predicting diabetes and cardiovascular disease with machine learning

(2019) An Dinh et al.   BMC Medical Informatics and Decision Making

Machine learning-based classification of cardiac diseases from PCG recorded heart sounds

(2019) Anjali Yadav et al.   NEURAL COMPUTING & APPLICATIONS

OUP accepted manuscript

(2018)   EUROPEAN HEART JOURNAL

Detection of genetic cardiac diseases by Ca2+ transient profiles using machine learning methods

(2018) Martti Juhola et al.   Scientific Reports

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

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

Can machine-learning improve cardiovascular risk prediction using routine clinical data?

(2017) Stephen F. Weng et al.   PLoS One