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Enhancing Caregiver Empowerment Through the Story Mosaic System: Human-Centered Design Approach for Visualizing Older Adult Life Stories

Enhancing Caregiver Empowerment Through the Story Mosaic System: Human-Centered Design Approach for Visualizing Older Adult Life Stories

Although most of the existing research has relied on the manual organization of the life stories of older adults [8], there is an effort to automate this process [9]. Even when automated, the lack of effective visualization hinders the full realization of life stories’ potential, marking a gap in using life stories in caregiving practice.

Fang Gui, Jiaoyun Yang, Qilin Wu, Yang Liu, Jia Zhou, Ning An

JMIR Aging 2023;6:e50037

Team Science in Precision Medicine: Study of Coleadership and Coauthorship Across Health Organizations

Team Science in Precision Medicine: Study of Coleadership and Coauthorship Across Health Organizations

We used SPSS (version 22.0; IBM Corp) and R to perform two-tailed tests with an α level of .05. The significance of the correlation between the nominal variables coleadership and coauthorship was examined using the Pearson chi-square test of independence and expressed in a contingency table.

Ning An, John Mattison, Xinyu Chen, Gil Alterovitz

J Med Internet Res 2021;23(6):e17137

Using Machine Learning Technologies in Pressure Injury Management: Systematic Review

Using Machine Learning Technologies in Pressure Injury Management: Systematic Review

We excluded studies that met any of the following criteria: (1) review papers, opinion papers, editorials, discussion papers, dissertations, or conference abstracts; (2) papers on PI education; (3) papers about PI in animals; (4) papers lacking an outcome; and (5) papers without explicit algorithms. Two independent investigators screened titles and abstracts using the eligibility criteria. They then obtained full-text versions of all potential articles and scrutinized the full texts independently.

Mengyao Jiang, Yuxia Ma, Siyi Guo, Liuqi Jin, Lin Lv, Lin Han, Ning An

JMIR Med Inform 2021;9(3):e25704

Exploring the Hierarchical Influence of Cognitive Functions for Alzheimer Disease: The Framingham Heart Study

Exploring the Hierarchical Influence of Cognitive Functions for Alzheimer Disease: The Framingham Heart Study

Following the principle of the filter-based feature selection, an optimal subset of NP tests was derived from the data itself but not the performance matrix [39]. One key feature is conditional independence, which defines a sufficient subset S as follows [40]: S∈G is a sufficient subset of NP tests if and only if P(Status|G)=P(Status|S), where G is a set consisting of all 11 NP tests. Cognitive status is conditionally independent of other NP tests given S.

Huitong Ding, Ning An, Rhoda Au, Sherral Devine, Sanford H Auerbach, Joseph Massaro, Prajakta Joshi, Xue Liu, Yulin Liu, Elizabeth Mahon, Ting FA Ang, Honghuang Lin

J Med Internet Res 2020;22(4):e15376

A Classification Scheme for Analyzing Mobile Apps Used to Prevent and Manage Disease in Late Life

A Classification Scheme for Analyzing Mobile Apps Used to Prevent and Manage Disease in Late Life

For example, some older adults might want an app that provides information on how to manage anxiety or prevent diabetes, as well as an app that identifies reinforcing factors to help them in their health goals.

Aiguo Wang, Ning An, Xin Lu, Hongtu Chen, Changqun Li, Sue Levkoff

JMIR Mhealth Uhealth 2014;2(1):e6