Literature DB >> 26736668

Primary study for detection of arterial blood pressure waveform components.

Neeraj Paradkar, Shubhajit Roy Chowdhury.   

Abstract

The paper presents a technique to detect significant systolic peaks, the percussion (P) and tidal peak (T) and diastolic peak (D) from the arterial blood pressure (ABP) waveform. The technique is aimed at robust detection even in presence of significant noise. Singular Value Decomposition (SVD) based dominant period extraction of the ABP waveform followed by wavelet transform and local peak detection is applied to detect the points of interest. MIMIC-II ABP databse serves as a training dataset to select SVD and wavelet transform parameters and CSL Benchmark database is used to analyze the technique. Salient systolic peak detection for the CSL dataset was performed with positive predictive value and sensitivity figures of 98.48% and 99.24% respectively.

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Year:  2015        PMID: 26736668     DOI: 10.1109/EMBC.2015.7318768

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  2 in total

1.  Analysis on Four Derivative Waveforms of Photoplethysmogram (PPG) for Fiducial Point Detection.

Authors:  Mohd Zubir Suboh; Rosmina Jaafar; Nazrul Anuar Nayan; Noor Hasmiza Harun; Mohd Shawal Faizal Mohamad
Journal:  Front Public Health       Date:  2022-06-30

2.  Robust PPG Peak Detection Using Dilated Convolutional Neural Networks.

Authors:  Kianoosh Kazemi; Juho Laitala; Iman Azimi; Pasi Liljeberg; Amir M Rahmani
Journal:  Sensors (Basel)       Date:  2022-08-13       Impact factor: 3.847

  2 in total

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