A systematic review of healthcare recommender systems: Open issues, challenges, and techniques

M Etemadi, SB Abkenar, A Ahmadzadeh… - Expert Systems with …, 2023 - Elsevier
Background The maintenance of health through prevention, diagnosis, and treatment of
illnesses, injuries, and other mental and physical impairments in people is called healthcare …

[HTML][HTML] Health recommender systems: systematic review

R De Croon, L Van Houdt, NN Htun, G Štiglic… - Journal of Medical …, 2021 - jmir.org
Background: Health recommender systems (HRSs) offer the potential to motivate and
engage users to change their behavior by sharing better choices and actionable knowledge …

Effective healthcare service recommendation with network representation learning: A recursive neural network approach

MG Ayadi, H Mezni, R Alnashwan… - Data & Knowledge …, 2023 - Elsevier
Recently, recommender systems have been combined with healthcare systems to
recommend needed healthcare items for both patients and medical staff. By monitoring the …

A systematic review of the research framework and evolution of smart homes based on the internet of things

Y Sun, S Li - Telecommunication Systems, 2021 - Springer
Abstract The Internet of Things has brought unprecedented technological innovation to
smart homes, but the impact of this change on technology and users is limited and …

Integration of recommendation systems into connected health for effective management of chronic diseases

AO Afolabi, P Toivanen - IEEE Access, 2019 - ieeexplore.ieee.org
An important trend in meeting the needs of modern caregiving is providing a well-rounded
care delivery. In doing this, access to data of care receiver is important. This, however, has …

The AI ethics principle of autonomy in health recommender systems

S Tiribelli - Argumenta, 2023 - u-pad.unimc.it
The application of health recommender systems (HRSs) in the mobile-health (m-health)
industry, especially for healthy active aging, has grown exponentially over the past decade …

Improving the design of a recommendation system using evaluation criteria and metrics as a guide

AO Afolabi, P Toivanen - Journal of Systems and Information …, 2019 - emerald.com
Purpose The roles recommendation systems play in health care have become crucial in
achieving effective care and in meeting the needs of modern care giving. As a result, efforts …

Recommender systems in healthcare: Towards practical implementation of real-time recommendations to meet the needs of modern caregiving

AO Afolabi, P Toivanen - … of Research on Emerging Perspectives on …, 2018 - igi-global.com
In this chapter the appropriateness of any recommender system in healthcare, which lies in
its ability to provide capabilities for meeting the challenges of modern care giving, is …

Smartphone recommendation system to prevent potential injuries in young athletes

P Matos, J Rocha, R Gonçalves, F Santos… - … Conference on Medical …, 2020 - Springer
Over the last decades web and mobile technologies are increasingly being used in sports,
especially in soccer, but none of them seems to allow to prevent injuries. However, training …

Navigating the Healthcare Landscape with Recommendation Systems: A Survey of Current Applications and Potential Impact

D Deepa, TD Rajkumar - 2023 7th International Conference on …, 2023 - ieeexplore.ieee.org
Recommendation systems in healthcare are designed to provide personalized medical
treatment and advice to patients by analyzing large amounts of data. These systems use …