A Comparison of Lifestyle Interventions for Alzheimer's Disease Extracted from Clinical Notes and Literature

Xin Zhou; Hongfang D Liu; Yanshan Wang

doi:10.1109/ICHI-W.2018.00026

A Comparison of Lifestyle Interventions for Alzheimer's Disease Extracted from Clinical Notes and Literature

Xin Zhou, Hongfang D Liu, Yanshan Wang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The purpose of this study is to compare the lifestyle risk factors and intervention strategies of Alzheimer's Disease (AD) found from literature and from clinical notes. A natural language processing (NLP) approach was applied to extract previously identified risk factors from a corpus of clinical notes of 261 AD patients at Mayo Clinic. We find that 18 lifestyle risk factors have been reported in the clinical notes such as dietary factors, sedentary behavior, sleep disorder and substance abuse. However, rare risk factors such as magnesium/selenium deficiency have not been reported in the corpus. The results show that many factors which have been proved to be correlated to AD in the literature have not been well measured in the clinical practice.

Original language	English (US)
Title of host publication	Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	74-75
Number of pages	2
ISBN (Electronic)	9781538667774
DOIs	https://doi.org/10.1109/ICHI-W.2018.00026
State	Published - Jul 16 2018
Externally published	Yes
Event	6th IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018 - New York, United States Duration: Jun 4 2018 → Jun 7 2018

Other

Other	6th IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018
Country	United States
City	New York
Period	6/4/18 → 6/7/18

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Keywords

Alzheimer's disease
Dementia
Natural language processing

ASJC Scopus subject areas

Information Systems and Management
Health Informatics

Cite this

Zhou, X., Liu, H. D., & Wang, Y. (2018). A Comparison of Lifestyle Interventions for Alzheimer's Disease Extracted from Clinical Notes and Literature. In Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018 (pp. 74-75). [8411812] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICHI-W.2018.00026

A Comparison of Lifestyle Interventions for Alzheimer's Disease Extracted from Clinical Notes and Literature. / Zhou, Xin; Liu, Hongfang D; Wang, Yanshan.

Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 74-75 8411812.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Zhou, X, Liu, HD & Wang, Y 2018, A Comparison of Lifestyle Interventions for Alzheimer's Disease Extracted from Clinical Notes and Literature. in Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018., 8411812, Institute of Electrical and Electronics Engineers Inc., pp. 74-75, 6th IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018, New York, United States, 6/4/18. https://doi.org/10.1109/ICHI-W.2018.00026

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Access to Document

10.1109/ICHI-W.2018.00026