Home Care Services

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Yoon, S., Sun, F., Patterson, M., Crupi, R., Broadwell, P., Pottinger, T., Kim, M., & Davis, N. (2025). Applying Data Mining to Predict Perceived Benefits Risks of Robotics at Home for Dementia Caregiving Among African American Families. Envisioning the Future of Health Informatics and Digital Health. https://doi.org/10.3233/shti250049
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Xu, Z., Evans, L., Song, J., Chae, S., Davoudi, A., Bowles, K. H., McDonald, M. V., & Topaz, M. (2024). Exploring home healthcare clinicians’ needs for using clinical decision support systems for early risk warning. Journal of the American Medical Informatics Association, 31(11), 2641–2650. https://doi.org/10.1093/jamia/ocae247
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Song, J., Topaz, M., Landau, A. Y., Klitzman, R. L., Shang, J., Stone, P. W., McDonald, M. V., & Cohen, B. (2024). Natural Language Processing to Identify Home Health Care Patients at Risk for Becoming Incapacitated With No Evident Advance Directives or Surrogates. Journal of the American Medical Directors Association, 25(8), 105019. https://doi.org/10.1016/j.jamda.2024.105019
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Stone, P. W., Zhao, S., Chastain, A. M., Perera, U. G., Shang, J., Glance, L., & Dick, A. W. (2024). State- and Territory-Level Nursing Home and Home Health Care COVID-19 Policies and Disease Burden. JAMA Network Open, 7(4), e247683. https://doi.org/10.1001/jamanetworkopen.2024.7683
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Zolnoori, M., Sridharan, S., Zolnour, A., Vergez, S., McDonald, M. V., Kostic, Z., Bowles, K. H., & Topaz, M. (2023). Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare. Journal of the American Medical Informatics Association, 31(2), 435–444. https://doi.org/10.1093/jamia/ocad195
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Hobensack, M., Song, J., Oh, S., Evans, L., Davoudi, A., Bowles, K. H., McDonald, M. V., Barrón, Y., Sridharan, S., Wallace, A. S., & Topaz, M. (2023). Social Risk Factors are Associated with Risk for Hospitalization in Home Health Care: A Natural Language Processing Study. Journal of the American Medical Directors Association, 24(12), 1874-1880.e4. https://doi.org/10.1016/j.jamda.2023.06.031
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Song, J., Min, S. H., Chae, S., Bowles, K. H., McDonald, M. V., Hobensack, M., Barrón, Y., Sridharan, S., Davoudi, A., Oh, S., Evans, L., & Topaz, M. (2023). Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care. Journal of the American Medical Informatics Association, 30(11), 1801–1810. https://doi.org/10.1093/jamia/ocad101
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Zolnoori, M., Barrón, Y., Song, J., Noble, J., Burgdorf, J., Ryvicker, M., & Topaz, M. (2023). HomeADScreen: Developing Alzheimer’s disease and related dementia risk identification model in home healthcare. International Journal of Medical Informatics, 177, 105146. https://doi.org/10.1016/j.ijmedinf.2023.105146
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Song, J., Zolnoori, M., Scharp, D., Vergez, S., McDonald, M. V., Sridharan, S., Kostic, Z., & Topaz, M. (2023). Is Auto-generated Transcript of Patient-Nurse Communication Ready to Use for Identifying the Risk for Hospitalizations or Emergency Department Visits in Home Health Care? A Natural Language Processing Pilot Study. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2022, 992–1001.

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Song, J., Chae, S., Bowles, K. H., McDonald, M. V., Barrón, Y., Cato, K., Rossetti, S. C., Hobensack, M., Sridharan, S., Evans, L., Davoudi, A., & Topaz, M. (2022). The identification of clusters of risk factors and their association with hospitalizations or emergency department visits in home health care. Journal of Advanced Nursing, 79(2), 593–604. Portico. https://doi.org/10.1111/jan.15498
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Quigley, D. D., Chastain, A. M., Kang, J. A., Bronstein, D., Dick, A. W., Stone, P. W., & Shang, J. (2022). Systematic Review of Rural and Urban Differences in Care Provided by Home Health Agencies in the United States. Journal of the American Medical Directors Association, 23(10), 1653.e1-1653.e13. https://doi.org/10.1016/j.jamda.2022.08.011
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Murali, K. P., Kang, J. A., Bronstein, D., McDonald, M. V., King, L., Chastain, A. M., & Shang, J. (2022). Measuring Palliative Care-Related Knowledge, Attitudes, and Confidence in Home Health Care Clinicians, Patients, and Caregivers: A Systematic Review. Journal of Palliative Medicine, 25(10), 1579–1598. https://doi.org/10.1089/jpm.2021.0580
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Chae, S., Song, J., Ojo, M., Bowles, K. H., McDonald, M. V., Barrón, Y., Hobensack, M., Kennedy, E., Sridharan, S., Evans, L., & Topaz, M. (2022). Factors associated with poor self-management documented in home health care narrative notes for patients with heart failure. Heart & Lung, 55, 148–154. https://doi.org/10.1016/j.hrtlng.2022.05.004
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Perera, U. G. E., Dick, A. W., Chastain, A. M., Stone, P. W., & Shang, J. (2021). The Effects of Home Health Value-Based Purchasing on Home Health Care Quality in For-Profit and Nonprofit Agencies: A Comparative Interrupted Time-Series Analysis, 2012–2018. Medical Care Research and Review, 79(3), 414–427. https://doi.org/10.1177/10775587211049628
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Hobensack, M., Ojo, M., Barrón, Y., Bowles, K. H., Cato, K., Chae, S., Kennedy, E., McDonald, M. V., Rossetti, S. C., Song, J., Sridharan, S., & Topaz, M. (2022). Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians. Journal of the American Medical Informatics Association, 29(5), 805–812. https://doi.org/10.1093/jamia/ocac023
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Shang, J., Harrison, J. M., Chastain, A. M., Stone, P. W., Perera, U. G. E., Madigan, E. A., Pogorzelska-Maziarz, M., & Dick, A. W. (2022). Influenza vaccination of home health care staff and the impact on patient hospitalizations. American Journal of Infection Control, 50(4), 369–374. https://doi.org/10.1016/j.ajic.2021.12.027
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Song, J., Hobensack, M., Bowles, K. H., McDonald, M. V., Cato, K., Rossetti, S. C., Chae, S., Kennedy, E., Barrón, Y., Sridharan, S., & Topaz, M. (2022). Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care. Journal of Biomedical Informatics, 128, 104039. https://doi.org/10.1016/j.jbi.2022.104039
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Wang, J., Cato, K., Conwell, Y., Yu, F., Heffner, K., Caprio, T. V., Nathan, K., Monroe, T. B., Muench, U., & Li, Y. (2021). Pain treatment and functional improvement in home health care: Relationship with dementia. Journal of the American Geriatrics Society, 69(12), 3545–3556. Portico. https://doi.org/10.1111/jgs.17420
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Harrison, J. M., Dick, A. W., Stone, P. W., Chastain, A. M., Sorbero, M., Furuya, E. Y., & Shang, J. (2021). Infection trends in home health care, 2013–2018. Infection Control & Hospital Epidemiology, 42(11), 1388–1390. https://doi.org/10.1017/ice.2021.248
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