Developing an AI-Enabled Integrated Care Platform for Frailty

被引:17
作者
Kouroubali, Angelina [1 ]
Kondylakis, Haridimos [1 ]
Logothetidis, Fokion [1 ]
Katehakis, Dimitrios G. [1 ]
机构
[1] Fdn Res & Technol Hellas, Inst Comp Sci, Iraklion 70013, Greece
关键词
integrated care; digital health; eHealth; frailty; elderly; informal care; artificial intelligence and big data technologies; OLDER-ADULTS; TRANSITIONS; PATIENT;
D O I
10.3390/healthcare10030443
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Informal care is considered to be important for the wellbeing and resilience of the elderly. However, solutions for the effective collaboration of healthcare professionals, patients, and informal caregivers are not yet widely available. The purpose of this paper is to present the development of a digital platform that uses innovative tools and artificial intelligence technologies to support care coordination and shared care planning for elder care, with a particular focus on frailty. The challenges of shared care planning in the coordination of frailty care are demonstrated, followed by presentation of the design and technical architecture of an integrated platform. The platform incorporates all elements essential for the support of daily activities, coordinated care, and timely interventions in case of emergency and need. This paper describes the challenges involved in implementing the platform and concludes by reporting the necessary steps required in order to establish effective smart care for the elderly.
引用
收藏
页数:18
相关论文
共 40 条
[1]   Identification and management of frailty in the primary care setting [J].
Abbasi, Marjan ;
Rolfson, Darryl ;
Khera, Amandeep S. ;
Dabravolskaj, Julia ;
Dent, Elsa ;
Xia, Linda .
CANADIAN MEDICAL ASSOCIATION JOURNAL, 2018, 190 (38) :E1134-E1140
[2]  
[Anonymous], 2015, 2015 AG REP
[3]   Applying a cumulative deficit model of frailty to dementia: progress and future challenges [J].
Anstey, Kaarin J. ;
Dixon, Roger A. .
ALZHEIMERS RESEARCH & THERAPY, 2014, 6 (09)
[4]  
Beard JR, 2015, LANCET, V385, P658, DOI [10.1016/S0140-6736(14)61461-6, 10.1016/S0140-6736(15)00516-4]
[5]   Screening for frailty phenotype with objectively-measured physical activity in a west Japanese suburban community: evidence from the Sasaguri Genkimon Study [J].
Chen, Sanmei ;
Honda, Takanori ;
Chen, Tao ;
Narazaki, Kenji ;
Haeuchi, Yuka ;
Supartini, Atin ;
Kumagai, Shuzo .
BMC GERIATRICS, 2015, 15
[6]   mHealth and telemedicine apps: in search of a common regulation [J].
Crico, Chiara ;
Renzi, Chiara ;
Graf, Norbert ;
Buyx, Alena ;
Kondylakis, Haridimos ;
Koumakis, Lefteris ;
Pravettoni, Gabriella .
ECANCERMEDICALSCIENCE, 2018, 12
[7]  
European Commission, 2019, EU COMP ACT MENT HLT
[8]   A Mobile and Ubiquitous Approach for Supporting Frailty Assessment in Elderly People [J].
Fontecha, Jesus ;
Hervas, Ramon ;
Bravo, Jose ;
Javier Navarro, Fco .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2013, 15 (09) :305-317
[9]   Frailty in older adults: Evidence for a phenotype [J].
Fried, LP ;
Tangen, CM ;
Walston, J ;
Newman, AB ;
Hirsch, C ;
Gottdiener, J ;
Seeman, T ;
Tracy, R ;
Kop, WJ ;
Burke, G ;
McBurnie, MA .
JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES, 2001, 56 (03) :M146-M156
[10]   ICT technologies as new promising tools for the managing of frailty: a systematic review [J].
Gallucci, Alessia ;
Trimarchi, Pietro Davide ;
Abbate, Carlo ;
Tuena, Cosimo ;
Pedroli, Elisa ;
Lattanzio, Fabrizia ;
Stramba-Badiale, Marco ;
Cesari, Matteo ;
Giunco, Fabrizio .
AGING CLINICAL AND EXPERIMENTAL RESEARCH, 2021, 33 (06) :1453-1464