2019 22nd International Multitopic Conference (INMIC) 2019
DOI: 10.1109/inmic48123.2019.9022734
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Detection of Dilated Cardiomyopathy using Pulse Plethysmographic Signal Analysis

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Cited by 22 publications
(12 citation statements)
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“…Human blood vessels and the microcirculation system experience transformations with the rise in blood pressure (BP); these changes are exceptionally obvious for patients with severe hypertension. PuPG signals carry a wealth of information about the cardiac health [ 25 , 26 , 27 ]. The PuPG signal reflects physical changes in blood volume pressure in blood vessels during the cardiac cycle.…”
Section: Discussionmentioning
confidence: 99%
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“…Human blood vessels and the microcirculation system experience transformations with the rise in blood pressure (BP); these changes are exceptionally obvious for patients with severe hypertension. PuPG signals carry a wealth of information about the cardiac health [ 25 , 26 , 27 ]. The PuPG signal reflects physical changes in blood volume pressure in blood vessels during the cardiac cycle.…”
Section: Discussionmentioning
confidence: 99%
“…In this research, novel PuPG signals were used to design the hypertension detection system. The PuPG signal includes considerable cardiac health characteristic information [ 25 , 26 , 27 ]. The PuPG signals are recently being used for emotions classification [ 28 ] and biometric systems [ 29 ] as well.…”
Section: Introductionmentioning
confidence: 99%
“…Previously, only three studies [20][21][22] utilized the same PuPG signatures to identify MI, DCM, and ACS with 98.5%, 99.7%, and 99.42% accuracies respectively. All of those works were based on a two-class problem.…”
Section: Discussionmentioning
confidence: 99%
“…But this study proposed a multi-class approach to detect four classes and on a comparatively larger dataset as compared to that used in [20][21][22]. Table 6 shows the mean processing times of each step involved in detection and 4-class systems.…”
Section: Discussionmentioning
confidence: 99%
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