Identification and Prediction of Chronic Diseases Using Machine Learning Approach

Development of a predictive model for integrated medical and long-term care resource consumption based on health behaviour: application of healthcare big data of patients with circulatory diseases

(2021) Tomoyuki Takura et al.   BMC Medicine

Development of machine learning model for diagnostic disease prediction based on laboratory tests

(2021) Dong Jin Park et al.   Scientific Reports

Estimation of Chronic Illness Severity Based on Machine Learning Methods

(2021) Yue Chang et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Learning the impact of acute and chronic diseases on forecasting neonatal encephalopathy

(2021) Eugene Jeong et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Machine Learning Techniques for Personalised Medicine Approaches in Immune-Mediated Chronic Inflammatory Diseases: Applications and Challenges

(2021) Junjie Peng et al.   Frontiers in Pharmacology

Soft Clustering for Enhancing the Diagnosis of Chronic Diseases over Machine Learning Algorithms

(2020) Theyazn H.H Aldhyani et al.   Journal of Healthcare Engineering

Applications of machine learning to diagnosis and treatment of neurodegenerative diseases

(2020) Monika A. Myszczynska et al.   Nature Reviews Neurology

Automatic ECG Diagnosis Using Convolutional Neural Network

(2020) Roberta Avanzato et al.   Electronics

A Novel Deep Neural Network Model for Multi-Label Chronic Disease Prediction

(2019) Xiaoqing Zhang et al.   Frontiers in Genetics

From hype to reality: data science enabling personalized medicine

(2018) Holger Fröhlich et al.   BMC Medicine

A machine learning approach to triaging patients with chronic obstructive pulmonary disease

(2017) Sumanth Swaminathan et al.   PLoS One

Prediction of chronic damage in systemic lupus erythematosus by using machine-learning models

(2017) Fulvia Ceccarelli et al.   PLoS One

Disease Prediction by Machine Learning Over Big Data From Healthcare Communities

(2017) Min Chen et al.   IEEE Access

Nearest neighbor imputation algorithms: a critical evaluation

(2016) Lorenzo Beretta et al.   BMC Medical Informatics and Decision Making

Performance comparison of multi-label learning algorithms on clinical data for chronic diseases

(2015) Damien Zufferey et al.   COMPUTERS IN BIOLOGY AND MEDICINE

PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records

(2013) Kenney Ng et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Application of classification techniques on development an early-warning system for chronic illnesses

(2012) Chih-Hung Jen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Predicting disease risks from highly imbalanced data using random forest

(2011) Mohammed Khalilia et al.   BMC Medical Informatics and Decision Making