Predictive analytics and tailored interventions improve clinical outcomes in older adults: a randomized controlled trial

SB Golas, M Nikolova-Simons, R Palacholla… - npj Digital …, 2021 - nature.com
This study explored the potential to improve clinical outcomes in patients at risk of moving to
the top segment of the cost acuity pyramid. This randomized controlled trial evaluated the …

Individualized interventions and precision health: Lessons learned from a systematic review and implications for analytics‐driven geriatric research

AR Kahkoska, NLB Freeman, EP Jones… - Journal of the …, 2023 - Wiley Online Library
Older adults are characterized by profound clinical heterogeneity. When designing and
delivering interventions, there exist multiple approaches to account for heterogeneity. We …

Identifying models of care to improve outcomes for older people with urgent care needs: a mixed methods approach to develop a system dynamics model

S Conroy, S Brailsford, C Burton… - Health and Social …, 2023 - eprints.lse.ac.uk
Background We aimed to understand urgent and emergency care pathways for older people
and develop a decision support tool using a mixed methods study design. Objective (s) …

Tracking personalized functional health in older adults using geriatric assessments

AK Mishra, M Skubic, M Popescu, K Lane… - BMC Medical Informatics …, 2020 - Springer
Background Higher levels of functional health in older adults leads to higher quality of life
and improves the ability to age-in-place. Tracking functional health objectively could help …

Augmenting a transitional care model with artificial intelligence decreased readmissions

Z Brown, D Bergman, L Holt, K Miller… - Journal of the American …, 2023 - Elsevier
Objectives Evaluate if augmenting a transitions of care delivery model with insights from
artificial intelligence (AI) that applied clinical and exogenous social determinants of health …

Use of machine learning in geriatric clinical care for chronic diseases: a systematic literature review

A Choudhury, E Renjilian, O Asan - JAMIA open, 2020 - academic.oup.com
Objectives Geriatric clinical care is a multidisciplinary assessment designed to evaluate
older patients'(age 65 years and above) functional ability, physical health, and cognitive well …

Application of machine learning in measurement of ageing and geriatric diseases: a systematic review

A Das, P Dhillon - BMC geriatrics, 2023 - Springer
Background As the ageing population continues to grow in many countries, the prevalence
of geriatric diseases is on the rise. In response, healthcare providers are exploring novel …

Reducing emergency room visits and in‐hospitalizations by implementing best practice for transitional care using innovative technology and big data

S Hewner, SS Sullivan, G Yu - Worldviews on Evidence‐Based …, 2018 - Wiley Online Library
Background Efforts to improve care transitions require coordination across the healthcare
continuum and interventions that enhance communication between acute and community …

Healthcare utilization in older patients using personal emergency response systems: an analysis of electronic health records and medical alert data: Brief Description …

S Agboola, S Golas, N Fischer… - BMC Health Services …, 2017 - Springer
Abstract Background Personal Emergency Response Systems (PERS) are traditionally used
as fall alert systems for older adults, a population that contributes an overwhelming …

Developing eHealth tools for diverse older adults: Lessons learned from the PREPARE for Your Care Program

C Scheerens, J Gilissen, AM Volow… - Journal of the …, 2021 - Wiley Online Library
Abstract Background/Objectives Electronic Health (eHealth) tools offer opportunities for
people to access health information online; yet, most tools are not designed to meet the …