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04/05/2023
nD-PDPA: nDimensional Probability Density Profile Analysis
Despite the recent advances in various Structural Genomics Projects, a l...
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02/01/2023
Comprehensive and user-analytics-friendly cancer patient database for physicians and researchers
Nuanced cancer patient care is needed, as the development and clinical c...
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01/25/2023
On Creating a Comprehensive Food Database
Studies with the primary aim of addressing eating disorders focus on ass...
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06/03/2022
Human Activity Recognition on Time Series Accelerometer Sensor Data using LSTM Recurrent Neural Networks
The use of sensors available through smart devices has pervaded everyday...
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04/01/2022
Application of Dimensional Reduction in Artificial Neural Networks to Improve Emergency Department Triage During Chemical Mass Casualty Incidents
Chemical Mass Casualty Incidents (MCI) place a heavy burden on hospital ...
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11/04/2021
Application of Machine Learning to Sleep Stage Classification
Sleep studies are imperative to recapitulate phenotypes associated with ...
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09/13/2021
Application of Machine Learning in Early Recommendation of Cardiac Resynchronization Therapy
Heart failure (HF) is a leading cause of morbidity, mortality, and healt...
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05/19/2021
MedSensor: Medication Adherence Monitoring Using Neural Networks on Smartwatch Accelerometer Sensor Data
Poor medication adherence presents serious economic and health problems ...
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03/18/2021
Structure Calculation and Reconstruction of Discrete State Dynamics from Residual Dipolar Couplings using REDCRAFT
Residual Dipolar Couplings (RDCs) acquired by Nuclear Magnetic Resonance...
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12/16/2020
Reduction in the complexity of 1D 1H-NMR spectra by the use of Frequency to Information Transformation
Analysis of 1H-NMR spectra is often hindered by large variations that oc...
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12/16/2020
Parallel Implementation of Distributed Global Optimization (DGO)
Parallel implementations of distributed global optimization (DGO) [13] o...
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12/16/2020
Distributed Global Optimization (DGO)
A new technique of global optimization and its applications in particula...
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12/12/2020
TALI: Protein Structure Alignment Using Backbone Torsion Angles
This article introduces a novel protein structure alignment method (name...
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08/02/2020
An Investigation in Optimal Encoding of Protein Primary Sequence for Structure Prediction by Artificial Neural Networks
Machine learning and the use of neural networks has increased precipitou...
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07/31/2020
Process of Efficiently Parallelizing a Protein Structure Determination Algorithm
Computational protein structure determination involves optimization in a...
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07/31/2020
A Comparative study of Artificial Neural Networks Using Reinforcement learning and Multidimensional Bayesian Classification Using Parzen Density Estimation for Identification o
This study reports the development of a pattern recognition search engin...
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07/30/2020
Parallel, Self Organizing, Consensus Neural Networks
A new neural network architecture (PSCNN) is developed to improve perfor...
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07/30/2020
Identification of 1H-NMR Spectra of Xyloglucan Oligosaccharides: A Comparative Study of Artificial Neural Networks and Bayesian Classification Using Nonparametric Density Estim
Proton nuclear magnetic resonance (1H-NMR) is a widely used tool for che...
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07/23/2020
A Preliminary Investigation in the Molecular Basis of Host Shutoff Mechanism in SARS-CoV
Recent events leading to the worldwide pandemic of COVID-19 have demonst...
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05/07/2020
Assessing the Precision and Recall of msTALI as Applied to an Active-Site Study on Fold Families
Proteins execute various activities required by biological cells. Furthe...
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03/05/2020
Recognition of Smoking Gesture Using Smart Watch Technology
Diseases resulting from prolonged smoking are the most common preventabl...
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01/07/2020
State Transition Modeling of the Smoking Behavior using LSTM Recurrent Neural Networks
The use of sensors has pervaded everyday life in several applications in...
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12/12/2019
An AI model for Rapid and Accurate Identification of Chemical Agents in Mass Casualty Incidents
In this report we examine the effectiveness of WISER in identification o...
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12/12/2019
Automated Analysis of Femoral Artery Calcification Using Machine Learning Techniques
We report an object tracking algorithm that combines geometrical constra...
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11/25/2019
Modelling of Sickle Cell Anemia Patients Response to Hydroxyurea using Artificial Neural Networks
Hydroxyurea (HU) has been shown to be effective in alleviating the sympt...
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11/19/2019
PDBMine: A Reformulation of the Protein Data Bank to Facilitate Structural Data Mining
Large scale initiatives such as the Human Genome Project, Structural Gen...
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11/19/2019
Improvements of the REDCRAFT Software Package
Traditional approaches to elucidation of protein structures by NMR spect...
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11/06/2019
Using Residual Dipolar Couplings from Two Alignment Media to Detect Structural Homology
The method of Probability Density Profile Analysis has been introduced p...
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11/01/2019