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3D Simulations of Fetal and Maternal Ventricular Excitation for Investigating the Abdominal ECG
Congenital heart disease (CHD) is a leading cause of infant death. To diagnose CHD, recordings from abdominal fetal electrocardiograms (fECG) can be...
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Prediction of Heart Disease Using Various Data Analysis and Machine Learning Techniques
With the ever-evolving computing technologies, the machines are learning more and more from the data they work with. A wide range of machine...
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Evaluating the Usefulness of Binary Classifier Based on Enhanced ROC Analysis
The definition of the usefulness of the binary classifier from the point of view of reducing the a priori risk of false classification is formulated....
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New Approaches to the Analysis and Interpretation of the Shape of Cyclic Signals
New methods for retrieving localized diagnostic information from cyclic signals of complex shape are proposed. The advantages of an alternative...
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Generative Models in the Problem of Evaluating the Efficiency of Computer Algorithms
The author formulates definitions of computer algorithm efficiency according to a criterion that characterizes accuracy, reliability, performance...
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Phase Portrait of Electrocardiogram as a Means Of Biometry
The author develops an approach to constructing biometric systems based on the analysis of the phase portrait of a single channel electrocardiogram...
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Delay Parameter Selection in Permutation Entropy Using Topological Data Analysis
Permutation entropy is a powerful tool for quantifying the complexity of a signal which includes measuring the regularity of a time series....
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Non-Invasive Detection of Fetal Ischemia Through Electrocardiography
During pregnancy, fetal distress requiring clinical intervention can be difficult to accurately monitor and diagnose, necessitating technological...
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An Integrated Proposed Device to Reduce Burdens in Agriculture Through Mental-Stress Measurements
The exposure to higher farm-related workloads and the under privileged technological developments in the develo** countries greatly result in...
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Analysis of Cardiac Contraction Patterns
Heart failure is defined as a syndrome characterized by a remodeling in the cardiac muscle structure that diminishes the strength and synchrony of...
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Modeling of Biological Systems: From Algebra to Calculus and Computer Simulations
In this chapter we present a survey of mathematical modeling approaches to biological problems. We approach the modeling efforts through several...
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Recognition of a Quasi-Periodic Sequence Containing an Unknown Number of Nonlinearly Extended Reference Subsequences
AbstractA previously unstudied optimization problem induced by noise-proof recognition of a quasi-periodic sequence, namely, by the recognition of a...
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Fractal Calculus for CERTs
Operator algebra is introduced without being explicit about how we do things but hopefully conveys in words what we do not show with formal...
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Comparative Analysis of EMG Bio Signal Based on Empirical Wavelet Transform for Medical Diagnosis
The high quality and resolution of the time-frequency representation of Bio signals is one of the important area to depict geological structures...
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Empirical CERTs
The potential role that CERT can play in rejuvenating the human brain functionality following the pathophysiology of neurodegenerative diseases is...
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Approximate calculation of the Caputo-type fractional derivative from inaccurate data. Dynamical approach
A specific formulation of the “classical” problem of mathematical analysis is considered. This is the problem of calculating the derivative of a...
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Text mining-based measurement of precision of polysomnographic reports as basis for intervention
BackgroundText mining can be applied to automate knowledge extraction from unstructured data included in medical reports and generate quality...
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Nanosensor and Actuator Technologies for Wearable Mobile Patient Monitoring Systems: A Review
Currently India’s population is increasing at the rate of 1.2% and to provide good healthcare services to these people healthcare sector needs a...
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Simson’s Reconstruction of Apollonius’ Loci Plani. Modern Ideas in Classical Language
This paper deals with Simson’s reconstruction of Apollonius’ Loci Plani. In the first book we have a fixed point,...
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Explore Intrinsic Geometry of Sleep Dynamics and Predict Sleep Stage by Unsupervised Learning Techniques
We propose a novel unsupervised approach for sleep dynamics exploration and automatic annotation by combining modern harmonic analysis tools....