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Prediction of Masked Hypertension and Masked Uncontrolled Hypertension Using Machine Learning [PDF]

Frontiers in Cardiovascular Medicine, 2021
Objective: This study aimed to develop machine learning-based prediction models to predict masked hypertension and masked uncontrolled hypertension using the clinical characteristics of patients at a single outpatient visit.Methods: Data were derived ...
Ming-Hui Hung, Ling-Chieh Shih, Yu-Ching Wang, Hsin-Bang Leu, Hsin-Bang Leu, Hsin-Bang Leu, Hsin-Bang Leu, Po-Hsun Huang, Po-Hsun Huang, Po-Hsun Huang, Po-Hsun Huang, Tao-Cheng Wu, Tao-Cheng Wu, Tao-Cheng Wu, Shing-Jong Lin, Shing-Jong Lin, Shing-Jong Lin, Shing-Jong Lin, Wen-Harn Pan, Jaw-Wen Chen, Jaw-Wen Chen, Jaw-Wen Chen, Jaw-Wen Chen, Chin-Chou Huang, Chin-Chou Huang, Chin-Chou Huang, Chin-Chou Huang   +26 more
doaj   +3 more sources

Machine Learning-Based Prediction of Masked Hypertension Among Children With Chronic Kidney Disease. [PDF]

Hypertension, 2022
Background: Ambulatory blood pressure monitoring (ABPM) is routinely performed in children with chronic kidney disease to identify masked hypertension, a risk factor for accelerated chronic kidney disease progression.
Bae S, Samuels JA, Flynn JT, Mitsnefes MM, Furth SL, Warady BA, Ng DK, CKiD Study.   +7 more
europepmc   +4 more sources

Prevalence of masked hypertension in attended versus unattended office blood pressure measurement [PDF]

The Journal of Clinical Hypertension
There is a controversial debate regarding whether unattended blood pressure (BP) measurement should be regarded as the new gold standard of office BP measurement.
Sebastian Bertram, Frederic Bauer, Roni Shadi, Maximilian Seidel, Adrian Doevelaar, Felix Seibert, Nina Babel, Timm H. Westhoff   +7 more
doaj   +3 more sources

Masked Hypertension in Healthy Children and Adolescents: Who Should Be Screened? [PDF]

Curr Hypertens Rep, 2023
The goal is to review masked hypertension (MH) as a relatively new phenomenon when patients have normal office BP but elevated out-of-office BP. Firstly, it was described in children in 2004. It has received increased attention in the past decade.
Seeman T, Šuláková T, Stabouli S.
europepmc   +2 more sources

The association between depressive symptoms and masked hypertension in participants with normotension measured at research center. [PDF]

Hypertens Res, 2023
Masked hypertension is a risk factor for cardiovascular diseases. However, masked hypertension is sometimes overlooked owing to the requirement for home blood pressure measurements for diagnosing. Mental status influences blood pressure.
Tokioka S, Nakaya N, Nakaya K, Kogure M, Hatanaka R, Chiba I, Kanno I, Nochioka K, Metoki H, Murakami T, Satoh M, Nakamura T, Ishikuro M, Obara T, Hamanaka Y, Orui M, Kobayashi T, Uruno A, Kodama EN, Nagaie S, Ogishima S, Izumi Y, Fuse N, Kuriyama S, Hozawa A.   +24 more
europepmc   +2 more sources

Masked Hypertension and Exaggerated Blood Pressure Response to Exercise: A Review and Meta-Analysis. [PDF]

Diagnostics (Basel), 2023
Aim: Whether exaggerated blood pressure response (EBPR) to exercise represents a marker of masked hypertension (MH) in individuals with no prior history of hypertension is still unclear.
Cuspidi C, Gherbesi E, Faggiano A, Sala C, Carugo S, Grassi G, Tadic M.   +6 more
europepmc   +2 more sources

Masked hypertension in a middle-aged population and its relation to manifestations of vascular disease. [PDF]

J Hypertens, 2023
Background: Masked hypertension is associated with cardiovascular disease (CVD). However, previous large studies have not used the same device to measure office and home blood pressure (BP) and adhered to current home BP measurement recommendations of ...
Af Geijerstam P, Engvall J, Östgren CJ, Rådholm K, Nyström FH.   +4 more
europepmc   +2 more sources

Cost-Effectiveness of Masked Hypertension Screening and Treatment in US Adults With Suspected Masked Hypertension: A Simulation Study. [PDF]

Am J Hypertens, 2022
BACKGROUND Recent US blood pressure (BP) guidelines recommend using ambulatory BP monitoring (ABPM) or home BP monitoring (HBPM) to screen adults for masked hypertension. However, limited evidence exists of the expected long-term effects of screening for
Green MB, Shimbo D, Schwartz JE, Bress AP, King JB, Muntner P, Sheppard JP, McManus RJ, Kohli-Lynch CN, Zhang Y, Shea S, Moran AE, Bellows BK.   +12 more
europepmc   +2 more sources

Hypertension-mediated organ damage in masked hypertension. [PDF]

J Hypertens, 2022
Objectives: Masked hypertension – a blood pressure (BP) phenotype characterized by a clinic BP in the normal range but elevated BP outside the office – is associated with early hypertension-mediated organ damage.
Hinderliter AL, Lin FC, Viera LA, Olsson E, Klein JL, Viera AJ.   +5 more
europepmc   +2 more sources

Blood pressure response to standing is a strong determinant of masked hypertension in young to middle-age individuals. [PDF]

J Hypertens, 2022
Objective: The pathophysiologic mechanisms of masked hypertension are still debated. The aim of this study was to investigate whether the blood pressure response to standing is a determinant of masked hypertension in young individuals. Design and methods:
Palatini P, Mos L, Rattazzi M, Spinella P, Ermolao A, Vriz O, Battista F, Saladini F.   +7 more
europepmc   +2 more sources