Analysis and Applications of Heart Rate Variability

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Lampkemeyer, M., Kell, J., Börß, V., Claussen, T., Spahiu, F., Ottlik, M., Helbig, L. C., Crandall, C. G., & Stöhr, E. J. (2025). Limited matching of the cardiac output response to the peripheral demand of heat stress and exercise. Experimental Physiology. Portico. https://doi.org/10.1113/ep092688
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Colburn, D. A. M., Chern, T. L., Guo, V. E., Salamat, K. A., Pugliese, D. N., Bradley, C. K., Shimbo, D., & Sia, S. K. (2025). A method for blood pressure hydrostatic pressure correction using wearable inertial sensors and deep learning. Npj Biosensing, 2(1). https://doi.org/10.1038/s44328-024-00021-y
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Chivers, S., Ovadia, C., Vasavan, T., Lucchini, M., Hayes‐Gill, B., Pini, N., Fifer, W. P., & Williamson, C. (2024). Fetal Heart Rate Analysis in Pregnancies Complicated by Gestational Diabetes Mellitus: A Prospective Multicentre Observational Study. BJOG: An International Journal of Obstetrics & Gynaecology. Portico. https://doi.org/10.1111/1471-0528.18010
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Dinh, V. T., Hosalli, R., Mullachery, P. H., Aggarwal, B., German, C. A., & Makarem, N. (2024). Enhancing the Cardiovascular Health Construct With a Psychological Health Metric for Predicting Mortality Risk. JACC: Advances, 3(8), 101112. https://doi.org/10.1016/j.jacadv.2024.101112
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Hughes, J. W., Somani, S., Elias, P., Tooley, J., Rogers, A. J., Poterucha, T., Haggerty, C. M., Salerno, M., Ouyang, D., Ashley, E., Zou, J., & Perez, M. V. (2024). Simple models vs. deep learning in detecting low ejection fraction from the electrocardiogram. European Heart Journal - Digital Health, 5(4), 427–434. https://doi.org/10.1093/ehjdh/ztae034
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An, J., Fischer, H., Ni, L., Xia, M., Choi, S. K., Morrissette, K. L., Wei, R., Reynolds, K., Muntner, P., Safford, M. M., Moran, A. E., Bellows, B. K., Isasi, C. R., Allen, N. B., Xanthakis, V., Colantonio, L. D., & Zhang, Y. (2024). Association Between Young Adult Characteristics and Blood Pressure Trajectories. Journal of the American Heart Association, 13(8). https://doi.org/10.1161/jaha.123.033053
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Birk, J. L., Cumella, R., Lopez-Veneros, D., Agarwal, S., & Kronish, I. M. (2024). Feasibility of a remote heart rate variability biofeedback intervention for reducing anxiety in cardiac arrest survivors: A pilot trial. Contemporary Clinical Trials Communications, 37, 101251. https://doi.org/10.1016/j.conctc.2023.101251
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Mizuno, H., Choi, E., Kario, K., Muntner, P., Fang, C. L., Liu, J., Sangapalaarachchi, D. N., Lam, M., Yano, Y., Schwartz, J. E., & Shimbo, D. (2023). Diagnostic Accuracy of Office Blood Pressure Measurement and Home Blood Pressure Monitoring for Hypertension Screening Among Adults: Results From the IDH Study. Journal of the American Heart Association, 12(24). https://doi.org/10.1161/jaha.123.030150
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Liu, K. Y., Whitsel, E. A., Heiss, G., Palta, P., Reeves, S., Lin, F. V., Mather, M., Roiser, J. P., & Howard, R. (2023). Heart rate variability and risk of agitation in Alzheimer’s disease: the Atherosclerosis Risk in Communities Study. Brain Communications, 5(6). https://doi.org/10.1093/braincomms/fcad269
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Alpert, B. S., Schwartz, J. E., Shapiro, M., & Wexler, R. K. (2023). Comparison of outcomes for routine versus American Heart Association-recommended technique for blood pressure measurement (CORRECT BP): a randomised cohort study. EClinicalMedicine, 64, 102219. https://doi.org/10.1016/j.eclinm.2023.102219
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Barone Gibbs, B., Muldoon, M. F., Conroy, M. B., Paley, J. L., Shimbo, D., & Perera, S. (2023). Influence of Recent Standing, Moving, or Sitting on Daytime Ambulatory Blood Pressure. Journal of the American Heart Association, 12(17). https://doi.org/10.1161/jaha.123.029999
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Gruenewald, T., Seeman, T. E., Choo, T.-H., Scodes, J., Snyder, C., Pavlicova, M., Weinstein, M., Schwartz, J. E., Mukkamala, R., & Sloan, R. P. (2023). Cardiovascular variability, sociodemographics, and biomarkers of disease: the MIDUS study. Frontiers in Physiology, 14. https://doi.org/10.3389/fphys.2023.1234427
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Chen, Z., Wang, S., He, Z., Tegegne, B. S., van Roon, A. M., Holtjer, J. C. S., van der Harst, P., Snieder, H., & Thio, C. H. L. (2023). Observational and genetic evidence support a relationship between cardiac autonomic function and blood pressure. Frontiers in Cardiovascular Medicine, 10. https://doi.org/10.3389/fcvm.2023.1187275
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Loucks, E. B., Schuman‐Olivier, Z., Saadeh, F. B., Scarpaci, M. M., Nardi, W. R., Proulx, J. A., Gutman, R., King, J., Britton, W. B., & Kronish, I. M. (2023). Effect of Adapted Mindfulness Training in Participants With Elevated Office Blood Pressure: The MB‐BP Study: A Randomized Clinical Trial. Journal of the American Heart Association, 12(11). https://doi.org/10.1161/jaha.122.028712
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Kirtane, A. J., Sharp, A. S. P., Mahfoud, F., Fisher, N. D. L., Schmieder, R. E., Daemen, J., Lobo, M. D., Lurz, P., Basile, J., Bloch, M. J., Weber, M. A., Saxena, M., Wang, Y., Sanghvi, K., Jenkins, J. S., Devireddy, C., Rader, F., Gosse, P., Sapoval, M., … Owczuk, R. (2023). Patient-Level Pooled Analysis of Ultrasound Renal Denervation in the Sham-Controlled RADIANCE II, RADIANCE-HTN SOLO, and RADIANCE-HTN TRIO Trials. JAMA Cardiology, 8(5), 464. https://doi.org/10.1001/jamacardio.2023.0338
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Liu, K. Y., Whitsel, E. A., Heiss, G., Palta, P., Reeves, S. J., Lin, F. V., Roiser, J. P., & Howard, R. J. (2022). Heart rate variability: a novel biomarker for agitation propensity in Alzheimer’s disease? Alzheimer’s & Dementia, 18(S7). Portico. https://doi.org/10.1002/alz.062172
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Jackson, S. L., Gillespie, C., Shimbo, D., Rakotz, M., & Wall, H. K. (2022). Blood Pressure Cuff Sizes for Adults in the United States: National Health and Nutrition Examination Survey, 2015–2020. American Journal of Hypertension, 35(11), 923–928. https://doi.org/10.1093/ajh/hpac104
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Pini, N., Ong, J. L., Yilmaz, G., Chee, N. I. Y. N., Siting, Z., Awasthi, A., Biju, S., Kishan, K., Patanaik, A., Fifer, W. P., & Lucchini, M. (2022). An automated heart rate-based algorithm for sleep stage classification: Validation using conventional polysomnography and an innovative wearable electrocardiogram device. Frontiers in Neuroscience, 16. https://doi.org/10.3389/fnins.2022.974192
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Tajeu, G. S., Colvin, C. L., Hardy, S. T., Bress, A. P., Gaye, B., Jaeger, B. C., Ogedegbe, G., Sakhuja, S., Sims, M., Shimbo, D., O’Brien, E. C., Spruill, T. M., & Muntner, P. (2022). Prevalence, risk factors, and cardiovascular disease outcomes associated with persistent blood pressure control: The Jackson Heart Study. PLOS ONE, 17(8), e0270675. https://doi.org/10.1371/journal.pone.0270675
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Yano, Y., Poudel, B., Chen, L., Sakhuja, S., Jaeger, B. C., Viera, A. J., Shimbo, D., Clark, D., Anstey, D. E., Lin, F.-C., Lewis, C. E., Shikany, J. M., Rana, J. S., Correa, A., Lloyd-Jones, D. M., Schwartz, J. E., & Muntner, P. (2022). Impact of Asleep and 24-Hour Blood Pressure Data on the Prevalence of Masked Hypertension by Race/Ethnicity. American Journal of Hypertension, 35(7), 627–637. https://doi.org/10.1093/ajh/hpac027
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Ebinger, J. E., Driver, M., Ouyang, D., Botting, P., Ji, H., Rashid, M. A., Blyler, C. A., Bello, N. A., Rader, F., Niiranen, T. J., Albert, C. M., & Cheng, S. (2022). Variability independent of mean blood pressure as a real-world measure of cardiovascular risk. EClinicalMedicine, 48, 101442. https://doi.org/10.1016/j.eclinm.2022.101442
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Cepeda, M., Hubbard, D., Oparil, S., Schwartz, J. E., Jaeger, B. C., Hardy, S. T., Medina, J., Chen, L., Muntner, P., & Shimbo, D. (2022). Evaluating novel approaches for estimating awake and sleep blood pressure: design of the Better BP Study – a randomised, crossover trial. BMJ Open, 12(6), e058140. https://doi.org/10.1136/bmjopen-2021-058140
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Bellows, B. K., Xu, J., Sheppard, J. P., Schwartz, J. E., Shimbo, D., Muntner, P., McManus, R. J., Moran, A. E., Bryant, K. B., Cohen, L. P., Bress, A. P., King, J. B., Shikany, J. M., Green, B. B., Yano, Y., Clark, D., & Zhang, Y. (2022). Predicting Out-of-Office Blood Pressure in a Diverse US Population. American Journal of Hypertension, 35(6), 533–542. https://doi.org/10.1093/ajh/hpac005
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Sakhuja, S., Jaeger, B. C., Akinyelure, O. P., Bress, A. P., Shimbo, D., Schwartz, J. E., Hardy, S. T., Howard, G., Drawz, P., & Muntner, P. (2022). Potential impact of systematic and random errors in blood pressure measurement on the prevalence of high office blood pressure in the United States. The Journal of Clinical Hypertension, 24(3), 263–270. Portico. https://doi.org/10.1111/jch.14418
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Zheutlin, A. R., Mondesir, F. L., Derington, C. G., King, J. B., Zhang, C., Cohen, J. B., Berlowitz, D. R., Anstey, D. E., Cushman, W. C., Greene, T. H., Ogedegbe, O., & Bress, A. P. (2022). Analysis of Therapeutic Inertia and Race and Ethnicity in the Systolic Blood Pressure Intervention Trial: A Secondary Analysis of a Randomized Clinical Trial. JAMA Network Open, 5(1), e2143001. https://doi.org/10.1001/jamanetworkopen.2021.43001
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