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
-
Banafsheh joined the group
Disease risk modelling 2 weeks, 6 days ago -
Shahadat posted an update in the group
Disease risk modelling 2 months, 1 week 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
-
Shahadat posted an update in the group
Disease risk modelling 2 months, 1 week 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
-
Kai joined the group
Disease risk modelling 4 months, 4 weeks ago -
Andrey joined the group
Disease risk modelling 5 months ago -
Shahadat posted an update in the group
Disease risk modelling 7 months, 2 weeks agoAn interesting article on the development of comorbidity network to understand type 2 diabetes progression
https://www.sciencedirect.com/science/article/pii/S1386505618303071
-
SHAKIR joined the group
Disease risk modelling 7 months, 2 weeks ago -
Md Ekramul joined the group
Disease risk modelling 7 months, 2 weeks ago -
Shahadat posted an update in the group
Predictive disease modelling 1 year, 1 month agoUsing administrative claim data and methods from data science, machine learning and network analytics, this group aims to develop predictive modelling of different diseases, especially chronic ones.
-
Shahadat created the group
Disease risk modelling 1 year, 1 month ago
