Cargando…

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

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-being. The majority of these patients suffer from multiple chronic conditions and require special attention. Rec...

Descripción completa

Detalles Bibliográficos
Autores principales:	Choudhury, Avishek, Renjilian, Emily, Asan, Onur
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2020
Materias:	Reviews
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7660963/ https://www.ncbi.nlm.nih.gov/pubmed/33215079 http://dx.doi.org/10.1093/jamiaopen/ooaa034

Ejemplares similares

Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review
por: Choudhury, Avishek, et al.
Publicado: (2020)

Research Trends in Artificial Intelligence Applications in Human Factors Health Care: Mapping Review
por: Asan, Onur, et al.
Publicado: (2021)

Artificial Intelligence and Human Trust in Healthcare: Focus on Clinicians
por: Asan, Onur, et al.
Publicado: (2020)

Clinicians’ Perceptions of an Artificial Intelligence–Based Blood Utilization Calculator: Qualitative Exploratory Study
por: Choudhury, Avishek, et al.
Publicado: (2022)

Digital Twins for Managing Health Care Systems: Rapid Literature Review
por: Elkefi, Safa, et al.
Publicado: (2022)

Machine Learning for Geriatric Clinical Care: Opportunities and Challenges
por: Javadi-Pashaki, Nazila, et al.
Publicado: (2021)

Using Eye Trackers for Usability Evaluation of Health Information Technology: A Systematic Literature Review
por: Asan, Onur, et al.
Publicado: (2015)

Clinicians’ Social Support, Job Stress, and Intent to Leave Healthcare during COVID-19
por: Tabur, Ayhan, et al.
Publicado: (2022)

Designing patient-facing health information technologies for the outpatient settings: a literature review
por: Yang, Yushi, et al.
Publicado: (2016)

Is It Time for Machine Learning Algorithms to Predict the Risk of Kidney Failure in Patients with Chronic Kidney Disease?
por: Thongprayoon, Charat, et al.
Publicado: (2021)

Perspectives of Patients With Chronic Diseases on Future Acceptance of AI–Based Home Care Systems: Cross-Sectional Web-Based Survey Study
por: Wang, Bijun, et al.
Publicado: (2023)

Predict, diagnose, and treat chronic kidney disease with machine learning: a systematic literature review
por: Sanmarchi, Francesco, et al.
Publicado: (2023)

Correction to: Predict, diagnose, and treat chronic kidney disease with machine learning: a systematic literature review
por: Sanmarchi, Francesco, et al.
Publicado: (2023)

A comprehensive review of machine learning algorithms and their application in geriatric medicine: present and future
por: Woodman, Richard J., et al.
Publicado: (2023)

The Impact of Patient-Centered Care on Cancer Patients’ QOC, Self-Efficacy, and Trust Towards Doctors: Analysis of a National Survey
por: Elkefi, Safa, et al.
Publicado: (2023)

Machine learning to guide clinical decision-making in abdominal surgery—a systematic literature review
por: Henn, Jonas, et al.
Publicado: (2021)

A Systematic Literature Review on Distributed Machine Learning in Edge Computing
por: Filho, Carlos Poncinelli, et al.
Publicado: (2022)

Use of machine learning in osteoarthritis research: a systematic literature review
por: Binvignat, Marie, et al.
Publicado: (2022)

Application of machine learning in dementia diagnosis: A systematic literature review
por: Kantayeva, Gauhar, et al.
Publicado: (2023)

Chronic obstructive pulmonary disease in geriatric critical care
por: Heffner, John E, et al.
Publicado: (2003)

Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review
por: Kumar, Sayantan, et al.
Publicado: (2021)

Comprehensive geriatric assessment in primary care: a systematic review
por: Garrard, James W., et al.
Publicado: (2019)

Dynamic Comparison of Physicians’ Interaction Style with Electronic Health Records in Primary Care Settings
por: Asan, Onur, et al.
Publicado: (2013)

Randomized Clinical Trials of Machine Learning Interventions in Health Care: A Systematic Review
por: Plana, Deborah, et al.
Publicado: (2022)

Self-Medication Practices Among the Geriatric Population: A Systematic Literature Review
por: Ghodkhande, Khushal P, et al.
Publicado: (2023)

Clinical Text Data in Machine Learning: Systematic Review
por: Spasic, Irena, et al.
Publicado: (2020)

The Overlap Between Geriatric Medicine and Palliative Care: A Scoping Literature Review
por: Visser, Renske, et al.
Publicado: (2020)

Applications of Machine Learning in Palliative Care: A Systematic Review
por: Vu, Erwin, et al.
Publicado: (2023)

State of the Art of Machine Learning–Enabled Clinical Decision Support in Intensive Care Units: Literature Review
por: Hong, Na, et al.
Publicado: (2022)

Machine learning and microsimulation techniques on the prognosis of dementia: A systematic literature review
por: Dallora, Ana Luiza, et al.
Publicado: (2017)

Automatic classification of literature in systematic reviews on food safety using machine learning
por: van den Bulk, Leonieke M., et al.
Publicado: (2021)

Artificial Intelligence–Based Consumer Health Informatics Application: Scoping Review
por: Asan, Onur, et al.
Publicado: (2023)

Effects of comprehensive geriatric care models on postoperative outcomes in geriatric surgical patients: a systematic review and meta-analysis
por: Saripella, Aparna, et al.
Publicado: (2021)

Machine Learning Approaches to Retrieve High-Quality, Clinically Relevant Evidence From the Biomedical Literature: Systematic Review
por: Abdelkader, Wael, et al.
Publicado: (2021)

Machine Learning in Orthopedics: A Literature Review
por: Cabitza, Federico, et al.
Publicado: (2018)

Lessons Learned: Achieving Critical Mass in Masking Among Youth in Congregate Living
por: Davies, Shelby H., et al.
Publicado: (2020)

Machine Learning for the Diagnosis of Parkinson's Disease: A Review of Literature
por: Mei, Jie, et al.
Publicado: (2021)

Opportunities and challenges in machine learning‐based newborn screening—A systematic literature review
por: Zaunseder, Elaine, et al.
Publicado: (2022)

Machine and Deep Learning for Tuberculosis Detection on Chest X-Rays: Systematic Literature Review
por: Hansun, Seng, et al.
Publicado: (2023)

Thyroid surgery in geriatric patients: a literature review
por: Gervasi, Rita, et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_gu6emirlesujrb22eoic0r0s09