A comprehensive survey on federated learning techniques for healthcare informatics

K Dasaradharami Reddy… - Computational …, 2023 - Wiley Online Library
Healthcare is predominantly regarded as a crucial consideration in promoting the general
physical and mental health and well‐being of people around the world. The amount of data …

Effectiveness of emergency department based interventions for frequent users with mental health issues: A systematic review

M Gabet, B Armoon, X Meng, MJ Fleury - The American Journal of …, 2023 - Elsevier
Frequent emergency department (ED) users with mental health issues are particularly
vulnerable patients, who often receive insufficient or inadequate outpatient care. This …

Machine learning to improve frequent emergency department use prediction: a retrospective cohort study

YM Chiu, J Courteau, I Dufour, A Vanasse, C Hudon - Scientific Reports, 2023 - nature.com
Frequent emergency department use is associated with many adverse events, such as
increased risk for hospitalization and mortality. Frequent users have complex needs and …

Caring for high-need patients

S Hempel, M Bolshakova, M Hochman… - BMC health services …, 2023 - Springer
Objective We aimed to explore the construct of “high need” and identify common need
domains among high-need patients, their care professionals, and healthcare organizations; …

Caregivers' burden of care during emergency department care transitions among older adults: a mixed methods cohort study

N Germain, E Jémus-Gonzalez, V Couture, É Côté… - BMC geriatrics, 2024 - Springer
Objective Improving care transitions for older adults can reduce emergency department (ED)
revisits, and the strain placed upon caregivers. We analyzed whether caregivers felt a …

Stroke rehabilitation: synopsis of the 2024 US Department of Veterans Affairs and US Department of Defense clinical practice guidelines

BC Eapen, J Tran, J Ballard-Hernandez… - Annals of Internal …, 2025 - acpjournals.org
Description: In July 2024, the US Department of Veterans Affairs (VA) and US Department of
Defense (DOD) released a joint update of their 2019 clinical practice guideline (CPG) for the …

Case study with a participatory approach: rethinking pragmatics of stakeholder engagement for implementation research

C Hudon, MC Chouinard, M Bisson… - The Annals of Family …, 2021 - Annals Family Med
The case study design is particularly useful for implementation analysis of complex health
care innovations in primary care that can be influenced by the context of dynamic …

Association between mental health burden, clinical presentation, and outcomes in individuals with symptomatic peripheral artery disease: a scientific statement from …

KG Smolderen, Z Samaan, C Decker, T Collins… - Circulation, 2023 - Am Heart Assoc
Along with the rising burden of peripheral artery disease (PAD), mental health concerns are
increasingly being recognized as a comorbidity to address in the chronic disease …

Care coordination models and tools—Systematic review and key informant interviews

W Duan-Porter, K Ullman, B Majeski… - Journal of general …, 2022 - Springer
Background Care coordination (CC) interventions involve systematic strategies to address
fragmentation and enhance continuity of care. However, it remains unclear whether CC can …

Improving smoking and blood pressure outcomes: the interplay between operational changes and local context

DJ Cohen, SM Sweeney, WL Miller… - The Annals of Family …, 2021 - Annals Family Med
PURPOSE We undertook a study to identify conditions and operational changes linked to
improvements in smoking and blood pressure (BP) outcomes in primary care. METHODS …