This paper is in the following e-collection/theme issue:

Symptom Checkers (26) Machine Learning (1373) Dementia and Cognitive Decline (419) Tools, Programs and Algorithms (237)

Published on in Vol 22, No 11 (2020): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/20840, first published .
Use of Patient-Reported Symptoms from an Online Symptom Tracking Tool for Dementia Severity Staging: Development and Validation of a Machine Learning Approach

Use of Patient-Reported Symptoms from an Online Symptom Tracking Tool for Dementia Severity Staging: Development and Validation of a Machine Learning Approach

Use of Patient-Reported Symptoms from an Online Symptom Tracking Tool for Dementia Severity Staging: Development and Validation of a Machine Learning Approach

Authors of this article:

Aaqib Shehzad1 Author Orcid Image ;   Kenneth Rockwood1, 2, 3 Author Orcid Image ;   Justin Stanley1 Author Orcid Image ;   Taylor Dunn1 Author Orcid Image ;   Susan E Howlett1, 3, 4 Author Orcid Image
Article Authors Cited by (7) Tweetations (30) Metrics

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  1. Wang J, Wang Z, Liu N, Liu C, Mao C, Dong L, Li J, Huang X, Lei D, Chu S, Wang J, Gao J. Random Forest Model in the Diagnosis of Dementia Patients with Normal Mini-Mental State Examination Scores. Journal of Personalized Medicine 2022;12(1):37 View
  2. Xu X, Ge Z, Chow E, Yu Z, Lee D, Wu J, Ong J, Fairley C, Zhang L. A Machine-Learning-Based Risk-Prediction Tool for HIV and Sexually Transmitted Infections Acquisition over the Next 12 Months. Journal of Clinical Medicine 2022;11(7):1818 View
  3. Camino‐Pontes B, Gonzalez‐Lopez F, Santamaría‐Gomez G, Sutil‐Jimenez A, Sastre‐Barrios C, de Pierola I, Cortes J. One‐year prediction of cognitive decline following cognitive‐stimulation from real‐world data. Journal of Neuropsychology 2023;17(2):302 View
  4. Li Z, Jiang X, Wang Y, Kim Y. Applied machine learning in Alzheimer's disease research: omics, imaging, and clinical data. Emerging Topics in Life Sciences 2021;5(6):765 View
  5. Xu X, Yu Z, Ge Z, Chow E, Bao Y, Ong J, Li W, Wu J, Fairley C, Zhang L. Web-Based Risk Prediction Tool for an Individual's Risk of HIV and Sexually Transmitted Infections Using Machine Learning Algorithms: Development and External Validation Study. Journal of Medical Internet Research 2022;24(8):e37850 View
  6. Dunn T, Howlett S, Stanojevic S, Shehzad A, Stanley J, Rockwood K. Patterns of Symptom Tracking by Caregivers and Patients With Dementia and Mild Cognitive Impairment: Cross-sectional Study. Journal of Medical Internet Research 2022;24(1):e29219 View
  7. Xu Q, Zou K, Deng Z, Zhou J, Dang X, Zhu S, Liu L, Fang C. A Study of Dementia Prediction Models Based on Machine Learning with Survey Data of Community-Dwelling Elderly People in China. Journal of Alzheimer's Disease 2022;89(2):669 View