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Home / programming language / Online Matlab Projects / Life-Threatening Ventricular Arrhythmia Detection With Personalized Features
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Life-Threatening Ventricular Arrhythmia Detection With Personalized Features

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SKU: PROJ8226 Categories: 2018-2019 Projects, Digital Signal Processing Projects, Online Matlab Projects Tags: Android Project, Asp.Net Project, C# Project, Computer Engineering Final Year Projects, Computer Science Final Year Projects, Electronics Projects Engineering Students Final Year, Engineering Student Project Ideas, Final Semester Projects, Final Year Project Center, Final Year Projects, ieee ECE Projects, ieee EEE Projects, ieee Final Year Projects, IEEE Projects, ieee Projects Networking, Image Processing Projects, J2EE Project, Java Project, Matlab Project, PHP Project, Students Projects
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Mining Human Activity Patterns From Smart
Home Big Data for Health Care Applications

Abstract– The timely detection of life-threatening ventricular arrhythmias (VAs) is critical for saving a patient’s life. General features that characterize ECG waveforms are extracted for VA detection. To take into account the subtle differences in the QRS complexes among different people, new personalized features are proposed in this paper based on the correlation coefficient between a patient-specific regular QRScomplex template and his/her real-time ECG data. Small sets of the most effective features are chosen with support vector machines from 11 newly extracted and 15 previously existing features, for efficient performance and real-time operation. Our proposed new features aveCC and medianCC are verified to be effective in enhancing the performance of existing features under both the record-based and database-based data divisions. Through 50-time random record-based data divisions, all combinations of two features and three features are tested. The top two-feature combination is VFleak and aveCC, which achieves an area under curve (AUC) value of 98.56% ± 0.89%, a specificity (SP) of 94.80% ± 2.15%, and an accuracy (ACC) of 94.66% ± 1.97%; the top three-feature combination is VFleak, MEA, and aveCC, which obtains an AUC of 98.98% ± 0.58%, an SP of 95.56% ± 1.45%, and an ACC of 95.46% ± 1.36%; these results outperform the previous top-two and top-three feature combinations. Similar results are obtained on the database-based data division.

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