Community detection algorithms in healthcare applications: a systematic review

M Rostami, M Oussalah, K Berahmand… - IEEE Access, 2023 - ieeexplore.ieee.org
Over the past few years, the number and volume of data sources in healthcare databases
has grown exponentially. Analyzing these voluminous medical data is both opportunity and …

Changes in consumers' awareness and interest in cosmetic products during the pandemic

YH Choi, SE Kim, KH Lee - Fashion and Textiles, 2022 - Springer
This research investigates the impact of the COVID-19 pandemic on consumers'
perspectives of beauty and individual cosmetic products. Since the first confirmed case of …

Interactive network visualization of opioid crisis research: a tool for reinforcing data linkage skills for public health policy researchers

O Scrivner, T Nguyen, M Ginda, K Simon… - Frontiers in Artificial …, 2024 - frontiersin.org
Background Public health policy researchers face a persistent challenge in identifying and
integrating relevant data, particularly in the context of the US opioid crisis, where a …

[HTML][HTML] Approaches to Extracting Patterns of Service Utilization for Patients with Complex Conditions: Graph Community Detection vs. Natural Language Processing …

J Bambi, H Sadri, K Moselle, E Chang, Y Santoso… - …, 2024 - mdpi.com
Background: As patients interact with a healthcare service system, patterns of service
utilization (PSUs) emerge. These PSUs are embedded in the sparse high-dimensional …

A Methodological Approach to Extracting Patterns of Service Utilization from a Cross-Continuum High Dimensional Healthcare Dataset to Support Care Delivery …

J Bambi, Y Santoso, H Sadri, K Moselle, A Rudnick… - …, 2024 - mdpi.com
Background: Optimizing care for patients with complex problems entails the integration of
clinically appropriate problem-specific clinical protocols, and the optimization of service …

[PDF][PDF] Developments in healthcare information systems in Ireland and internationally

B Walsh, C Mac Domhnaill… - Dublin: The Economic and …, 2021 - researchgate.net
The development of health information systems (HIS) and the deployment of digital health
solutions are strategic priorities for the provision of healthcare in Ireland. Increased …

Motif discovery in hospital ward vital signs observation networks

R Ironside-Smith, B Noë, SM Allen, S Costello… - … Modeling Analysis in …, 2024 - Springer
Vital signs observations are regular measurements used by healthcare staff to track a
patient's overall health status on hospital wards. We look at the potential in re-purposing …

Medical service quality evaluation based on LDA and sentiment analysis: Examples of seven chronic diseases

J Dai, F Lyu, L Yu, Z Zhou, Y He - Digital Health, 2024 - journals.sagepub.com
Objective In this article, we investigate how chronic noncommunicable disease (CND)
patients evaluate the medical service, and what obstacles exist in this process, which is …

Exploring the organisational structure of networks for exercise oncology provision: a social network analysis of OnkoAktiv

A Voland, M Köppel, S Peters, J Wiskemann… - BMC Health Services …, 2023 - Springer
Background Structured exercise programs provide considerable health benefits for cancer
patients. Therefore, various OnkoAktiv (OA) networks were established in Germany with the …

Entropic measures of complexity in a new medical coding system

J Niyirora - BMC Medical Informatics and Decision Making, 2021 - Springer
Background Transitioning from an old medical coding system to a new one can be
challenging, especially when the two coding systems are significantly different. The US …