Enhancing Care for Older Adults and Dementia Patients With Large Language Models: Proceedings of the National Institute on Aging-Artificial Intelligence & Technology Collaboratory for Aging Research Symposium

被引:0
作者
Abadir, Peter M. [1 ,2 ]
Battle, Alexis [2 ]
Walston, Jeremy D. [1 ]
Chellappa, Rama [1 ,2 ]
机构
[1] Johns Hopkins Univ, Johns Hopkins Med, Baltimore, MD 21218 USA
[2] Johns Hopkins Univ, Whiting Sch Engn, Baltimore, MD 21218 USA
来源
JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES | 2024年 / 79卷 / 09期
基金
美国国家卫生研究院;
关键词
Alzheimer's disease; Artificial intelligence; ChatGPT; Healthy aging; Large language models;
D O I
10.1093/gerona/glae176
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Large Language Models (LLMs) stand on the brink of reshaping the field of aging and dementia care, challenging the one-size-fits-all paradigm with their capacity for precision medicine and individualized treatment strategies. The "Large Pre-Trained Models with a Focus on AD/ADRD and Healthy Aging" symposium, organized by the National Institute on Aging and the Johns Hopkins Artificial Intelligence & Technology Collaboratory for Aging Research, served as a platform for exploring this potential. The symposium brought together diverse experts to discuss the integration of LLMs in aging and dementia care. They highlighted the roles LLMs can play in clinical decision support and predictive analytics, while also addressing critical ethical concerns including bias, privacy, and the responsible use of artificial intelligence (AI). The discussions focused on the need to balance technological advancement with ethical considerations in AI deployment. In conclusion, the symposium projected a future where LLMs not only revolutionize healthcare practices but also pose significant challenges that require careful navigation.
引用
收藏
页数:7
相关论文
共 21 条
[1]   Artificial Intelligence and Technology Collaboratories: Innovating aging research and Alzheimer's care [J].
Abadir, Peter ;
Oh, Esther ;
Chellappa, Rama ;
Choudhry, Niteesh ;
Demiris, George ;
Ganesan, Deepak ;
Karlawish, Jason ;
Marlin, Benjamin ;
Li, Rose M. ;
Dehak, Najim ;
Arbaje, Alicia ;
Unberath, Mathias ;
Cudjoe, Thomas ;
Chute, Christopher ;
Moore, Jason H. ;
Phan, Phillip ;
Samus, Quincy ;
Schoenborn, Nancy L. ;
Battle, Alexis ;
Walston, Jeremy D. .
ALZHEIMERS & DEMENTIA, 2024, 20 (04) :3074-3079
[2]   Artificial Intelligence in Geriatrics: Riding the Inevitable Tide of Promise, Challenges, and Considerations [J].
Abadir, Peter ;
Chellappa, Rama .
JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES, 2024, 79 (02)
[3]   The promise of AI and technology to improve quality of life and care for older adults [J].
Abadir, Peter ;
Chellappa, Rama ;
Choudhry, Niteesh ;
Demiris, George ;
Ganesan, Deepak M. ;
Karlawish, Jason H. ;
Marlin, Benjamin D. ;
Li, Rose M. ;
Dehak, Najim ;
Arbaje, Alicia ;
Unberath, Mathias I. ;
Cudjoe, Thomas K. M. ;
Saria, Suchi ;
Oh, Esther ;
Lundebjerg, Nancy ;
Chute, Christopher ;
Moore, Jason G. ;
Phan, Phillip ;
Samus, Quincy ;
Schoenborn, Nancy L. ;
Walston, Jeremy ;
AITCs .
NATURE AGING, 2023, 3 (06) :629-631
[4]  
aitc, What We Do-Hopkins AITC for Aging Research
[5]   2023 Alzheimer's disease facts and figures [J].
不详 .
ALZHEIMERS & DEMENTIA, 2023, 19 (04) :1598-1695
[6]  
Artificial Intelligence and Technology Collaboratories for Aging Research, About us
[7]   Comparing Physician and Artificial Intelligence Chatbot Responses to Patient Questions Posted to a Public Social Media Forum [J].
Ayers, John W. ;
Poliak, Adam ;
Dredze, Mark ;
Leas, Eric C. ;
Zhu, Zechariah ;
Kelley, Jessica B. ;
Faix, Dennis J. ;
Goodman, Aaron M. ;
Longhurst, Christopher A. ;
Hogarth, Michael ;
Smith, Davey M. .
JAMA INTERNAL MEDICINE, 2023, 183 (06) :589-596
[8]   Development and Validation of eRADAR: A Tool Using EHR Data to Detect Unrecognized Dementia [J].
Barnes, Deborah E. ;
Zhou, Jing ;
Walker, Rod L. ;
Larson, Eric B. ;
Lee, Sei J. ;
Boscardin, W. John ;
Marcum, Zachary A. ;
Dublin, Sascha .
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2020, 68 (01) :103-111
[9]  
Devlin J, 2019, Arxiv, DOI arXiv:1810.04805
[10]  
Division HIP, Individuals' Right Under HIPAA to Access Their Health Information