A disease network-based recommender system framework for predictive risk modelling of chronic diseases and their comorbidities

Applied Intelligence ◽

10.1007/s10489-021-02963-6 ◽

2022 ◽

Author(s):

Haohui Lu ◽

Shahadat Uddin

Keyword(s):

Chronic Diseases ◽

Recommender System ◽

System Framework ◽

Disease Network ◽

Risk Modelling ◽

Predictive Risk

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Is conventional predictive risk modelling for surgical aortic valve replacement still relevant in this minimally invasive era?

Journal of Cardiothoracic and Vascular Anesthesia ◽

10.1053/j.jvca.2021.09.017 ◽

2021 ◽

Author(s):

Li Ying Koh ◽

Nian Chih Hwang

Keyword(s):

Aortic Valve ◽

Aortic Valve Replacement ◽

Minimally Invasive ◽

Valve Replacement ◽

Surgical Aortic Valve Replacement ◽

Risk Modelling ◽

Predictive Risk

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Predictive Risk Modelling to Prevent Child Maltreatment and Other Adverse Outcomes for Service Users: Inside the ‘Black Box’ of Machine Learning

The British Journal of Social Work ◽

10.1093/bjsw/bcv031 ◽

2015 ◽

Vol 46 (4) ◽

pp. 1044-1058 ◽

Author(s):

Philip Gillingham

Keyword(s):

Machine Learning ◽

Child Maltreatment ◽

Black Box ◽

Adverse Outcomes ◽

Service Users ◽

Risk Modelling ◽

Predictive Risk

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Anticipating Risk: Predictive Risk Modelling as a Signal of Adversity

Beyond the Risk Paradigm in Child Protection ◽

10.1057/978-1-137-44130-0_3 ◽

2017 ◽

pp. 29-45

Author(s):

Irene de Haan ◽

Marie Connolly

Keyword(s):

Risk Modelling ◽

Predictive Risk

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A Comprehensive Context-Aware Recommender System Framework

Computer Science and Engineering—Theory and Applications - Studies in Systems, Decision and Control ◽

10.1007/978-3-319-74060-7_1 ◽

2018 ◽

pp. 1-24

Author(s):

Sergio Inzunza ◽

Reyes Juárez-Ramírez

Keyword(s):

Recommender System ◽

Context Aware ◽

System Framework

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

Expert Systems with Applications ◽

10.1016/j.eswa.2020.113918 ◽

2021 ◽

Vol 164 ◽

pp. 113918

Author(s):

Md Ekramul Hossain ◽

Shahadat Uddin ◽

Arif Khan

Keyword(s):

Machine Learning ◽

Type 2 Diabetes ◽

Cardiovascular Disease ◽

Risk Modelling ◽

Network Analytics ◽

Predictive Risk

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Recommender System Framework for Academic Choices: Personality Based Recommendation Engine (PBRE)

2016 IEEE 17th International Conference on Information Reuse and Integration (IRI) ◽

10.1109/iri.2016.70 ◽

2016 ◽

Author(s):

Muhammad Fahim Uddin ◽

Soumita Banerjee ◽

Jeongkyu Lee

Keyword(s):

Recommender System ◽

System Framework ◽

Academic Choices

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Recommender System Framework Using Clustering and Collaborative Filtering

2010 3rd International Conference on Emerging Trends in Engineering and Technology ◽

10.1109/icetet.2010.121 ◽

2010 ◽

Author(s):

N Mittal ◽

R Nayak ◽

M C Govil ◽

K C Jain

Keyword(s):

Collaborative Filtering ◽

Recommender System ◽

System Framework

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Predictive risk modelling for forecasting high-cost patients: a real-world application using Medicaid data

International Journal of Biomedical Engineering and Technology ◽

10.1504/ijbet.2010.029654 ◽

2010 ◽

Vol 3 (1/2) ◽

pp. 114 ◽

Author(s):

Sai T. Moturu ◽

William G. Johnson ◽

Huan Liu

Keyword(s):

Risk Modelling ◽

Real World Application ◽

Predictive Risk

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Predictive Risk Modelling for Integrated Care: A Structured Review

2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS) ◽

10.1109/cbms.2016.34 ◽

2016 ◽

Author(s):

Mohsen Mesgarpour ◽

Thierry Chaussalet ◽

Philip Worrall ◽

Salma Chahed

Keyword(s):

Integrated Care ◽

Risk Modelling ◽

Predictive Risk

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Predictive risk modelling for early hospital readmission of patients with diabetes in India

International Journal of Diabetes in Developing Countries ◽

10.1007/s13410-016-0511-8 ◽

2016 ◽

Vol 36 (4) ◽

pp. 519-528 ◽

Author(s):

Reena Duggal ◽

Suren Shukla ◽

Sarika Chandra ◽

Balvinder Shukla ◽

Sunil Kumar Khatri

Keyword(s):

Hospital Readmission ◽

Risk Modelling ◽

Patients With Diabetes ◽

Predictive Risk

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