1. A Novel Method for Measuring Myocardial Performance Index using Non-contact Ballistocardiogram System
- Author
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Deepak Padmanabhan, Gaurav Parchani, Gulshan Kumar, Aashit Singh, Cholenahally Nanjappa Manjunath, K.R. Nishanth, and Vibhor Saran
- Subjects
body regions ,medicine.medical_specialty ,Systolic time intervals ,business.industry ,Internal medicine ,medicine ,Cardiology ,General Earth and Planetary Sciences ,Myocardial Performance Index ,Transthoracic echocardiogram ,business ,General Environmental Science - Abstract
Aim: The aim was to validate the Systolic Time Intervals (STI) measured by Ballistocardiography (BCG) with STI derived from simultaneously performed Transthoracic Echocardiogram (TTE) and attempt to create an AI algorithm that automatically calculates Tei Index from BCG tracings. Study design: Cross-sectional study. Place and Duration of Study: Department of Cardiology and Department of Electrophysiology of Sri Jayadeva Institute of Cardiovascular Sciences & Research, Bangalore, India, between January 2020 and January 2021. Methodology: Two hundred seventy-four patients with clinically indicated TTE were enrolled in the study, average age was 52. Simultaneous recordings on BCG and TTE were done. 150 patients had clinically usable TTE images for accurate calculations. STI was calculated independently by operators experienced in TTE and BCG. Results were compared using Pearson’s R. A proprietary AI algorithm for automatically calculating the MPI, was trained over a subset of patients. Its accuracy in detecting STI was compared to that of TTE and manually calculated STI from BCG. Results: There was a strong positive correlation (r=0.766, P=50). The AI algorithm had correlation of 0.54(p
- Published
- 2021
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