Population Health and Chronic Disease Management
Population Health and Chronic Disease Management
Heart failure
There are currently 15 million patients living with Heart Failure (HF) in Europe. Annual mortal risk for these patients is between 10% to 20%, higher than various cancers. HF patients, in particular those with (multiple) comorbidities, currently do not receive optimal medical therapy, leading to potentially avoidable specialist-visits and frequent hospitalizations, impaired quality of life or even life-threatening complications. All this results in high costs for society.
15 million
people affected
Mortal risk
up to 20 %
Not optimal
medical therapy
Led by Erasmus Universitair Medisch Centrum Rotterdam, this pilot is focused on introducing personal healthcare concepts to the benefits of patients with HF. It will underline the impact of appropriated infrastructure to deploy eHealth applications for value-based healthcare. The goal is to reach optimal medical therapy in 100% of subjects.
Why a big data approach is needed
In many hospitals treatment is organized per discipline, and the exchange of health data between disciplines is severely limited. This practical is not optimal in case of comorbidities, since a medical practitioner doesn’t have access to the full medical history of a given patient.
Through the combination of datasets from multiple stakeholders, existing HF models/interventions will be improved enabling optimal medical therapy.
Participants
Leader
Publications
Privacy-preserving dataset combination and Lasso regression for healthcare predictions
16/09/2021
van Egmond, M.B., Spini, G., van der Galien, O. et al. Privacy-preserving dataset combination and Lasso regression for healthcare predictions. BMC Med Inform Decis Mak 21, 266 (2021). https://doi.org/10.1186/s12911-021-01582-y
Coping with the general data protection regulation; anonymization through multi-party computation technology
02/09/2021
van Haaften, W., Sangers, A., Engers, T., Djafari, s. (29 February 2020). Coping with the general data protection regulation; anonymization through multi-party computation technology. 23rd International Legal Informatics Symposium, Salzburg, Austria.
Heart failure and promotion of physical activity before and after cardiac rehabilitation (HF-aPProACH): a study protocol
16/07/2021
, , , , , , , , , , , , , and (2021) Heart failure and promotion of physical activity before and after cardiac rehabilitation (HF-aPProACH): a study protocol. ESC Heart Failure, https://doi.org/10.1002/ehf2.13505.
Trajectories of physical activity and sedentary behaviour during and after cardiac rehabilitation in patients with acute coronary syndrome
11/05/2021
M Limpens, HJG Van Den Berg – Emons, I Den Uijl, M Sunamura, T Voortman, E Boersma, N Ter Hoeve, Trajectories of physical activity and sedentary behaviour during and after cardiac rehabilitation in patients with acute coronary syndrome, European Journal of Preventive Cardiology, Volume 28, Issue Supplement_1, May 2021, zwab061.099, https://doi.org/10.1093/eurjpc/zwab061.099
Impact of sex differences in co-morbidities and medication adherence on outcome in 25,776 heart failure patients
09/12/2020
, , , , , , , , and (2020) Impact of sex differences in co‐morbidities and medication adherence on outcome in 25 776 heart failure patients. ESC Heart Failure, https://doi.org/10.1002/ehf2.13113.
Pilot 5: Heart failure MPC
04/10/2019
Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain
Pilot 5: Heart failure
04/10/2019
Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain
Enabling analytics on sensitive medical data with secure multi-party computation
21/10/2018
Veeningen M, Chatterjea S, Horváth AZ, Spindler G, Boersma E, van der Spek P, van der Galiën O, Gutteling J, Kraaij W, Veugen T. Enabling analytics on sensitive medical data with secure multi-party computation. Stud Health Technol Inform. 2018;247:76-80. doi:10.3233/978-1-61499-852-5-76