The main focus of this group is to research on developing predictive models to explore the risk of developing different diseases, especially chronic diseases (e.g., Diabetes), over the time. This group has also a significant focus to develop predictive models for exploring the comorbidity of multiple chronic diseases (e.g., diabetes leads to the development of cardiovascular disease).
Method: Mostly from data science, statistics and network analytics.
Data source: Health claim data and clinical data
Group Admins
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Angela joined the group
Disease risk modelling 1 month, 3 weeks ago -
Martin joined the group
Disease risk modelling 5 months, 4 weeks ago -
Usman joined the group
Disease risk modelling 7 months, 1 week ago -
Eric joined the group
Disease risk modelling 8 months, 2 weeks ago -
Denis joined the group
Disease risk modelling 10 months ago -
Carol joined the group
Disease risk modelling 11 months, 3 weeks ago -
Mohammad Ali joined the group
Disease risk modelling 1 year, 2 months ago -
Shahadat posted an update in the group
Disease risk modelling 1 year, 2 months agoComparing different supervised machine learning algorithms for disease prediction
https://link.springer.com/article/10.1186/s12911-019-1004-8 -
Adam joined the group
Disease risk modelling 1 year, 2 months ago -
Shahadat posted an update in the group
Disease risk modelling 1 year, 2 months agoCVD risk modelling for T2D patients
https://www.mdpi.com/1660-4601/17/2/596 -
Anthony joined the group
Disease risk modelling 1 year, 4 months ago -
Ellis joined the group
Disease risk modelling 1 year, 5 months ago -
Peter joined the group
Disease risk modelling 1 year, 6 months ago -
mark mohan joined the group
Disease risk modelling 1 year, 8 months ago -
Banafsheh joined the group
Disease risk modelling 2 years ago -
Shahadat posted an update in the group
Disease risk modelling 2 years, 2 months agoAn interesting article from ACSW 2019
Development and exploration of polymedication network from Pharmaceutical and Medicare Benefits Scheme data – https://dl.acm.org/citation.cfm?id=3290738
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Shahadat posted an update in the group
Disease risk modelling 2 years, 2 months agoAn interesting article (published in ACSW 2019) on exploring the comorbidity of multiple chronic diseases (diabetes leading to the development of cardiovascular disease)
“Understanding the Comorbidity of Multiple Chronic Diseases Using a Network Approach” – https://dl.acm.org/citation.cfm?id=3290730
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Kai joined the group
Disease risk modelling 2 years, 5 months ago -
Andrey joined the group
Disease risk modelling 2 years, 5 months ago -
Shahadat posted an update in the group
Disease risk modelling 2 years, 7 months agoAn interesting article on the development of comorbidity network to understand type 2 diabetes progression
https://www.sciencedirect.com/science/article/pii/S1386505618303071
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