Embedding-based link predictions to explore latent comorbidity of chronic diseases

Multiple Order Local Information model for link prediction in complex networks

(2022) Jiating Yu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus

(2021) Haohui Lu et al.   APPLIED INTELLIGENCE

A weighted patient network-based framework for predicting chronic diseases using graph neural networks

(2021) Haohui Lu et al.   Scientific Reports

Network analytics and machine learning for predictive risk modelling of cardiovascular disease in patients with type 2 diabetes

(2020) Md Ekramul Hossain et al.   EXPERT SYSTEMS WITH APPLICATIONS

Network-based prediction of protein interactions

(2019) István A. Kovács et al.   Nature Communications

Network embedding for link prediction: The pitfall and improvement

(2019) Ren-Meng Cao et al.   CHAOS

Chronic disease prediction using administrative data and graph theory: The case of type 2 diabetes

(2019) Arif Khan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Computational network biology: Data, models, and applications

(2019) Chuang Liu et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Use of Electronic Health Data for Disease Prediction: A Comprehensive Literature Review

(2019) Md. Ekramul Hossain et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Comorbidity network for chronic disease: A novel approach to understand type 2 diabetes progression

(2018) Arif Khan et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

A Survey of Link Prediction in Complex Networks

(2016) Víctor Martínez et al.   ACM COMPUTING SURVEYS

Comorbidity Analysis According to Sex and Age in Hypertension Patients in China

(2016) Jiaqi Liu et al.   International Journal of Medical Sciences

Age-series based link prediction in evolving disease networks

(2015) Buket Kaya et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The impact of multiple chronic diseases on ambulatory care use; a population based study in Ontario, Canada

(2012) Elizabeth Muggah et al.   BMC HEALTH SERVICES RESEARCH

Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study

(2012) Karen Barnett et al.   LANCET

Defining Comorbidity: Implications for Understanding Health and Health Services

(2009) J. M. Valderas et al.   ANNALS OF FAMILY MEDICINE

Predicting missing links via local information

(2009) Tao Zhou et al.   EUROPEAN PHYSICAL JOURNAL B

Community detection algorithms: A comparative analysis

(2009) Andrea Lancichinetti et al.   PHYSICAL REVIEW E

The Graph Neural Network Model

(2008) F. Scarselli et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS