Da U. Jeong

Yeosu, Republic of Korea

Last Updated: 09/26/2026

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Found 21 publications

PPG Signals-Based Blood-Pressure Estimation Using Grid Search in Hyperparameter Optimization of CNN-LSTM.

PPG Signals-Based Blood-Pressure Estimation Using Grid Search in Hyperparameter Optimization of CNN-LSTM.

Journal: Diagnostics (Basel, Switzerland)
Published: June 13, 2023

Assessment of the proarrhythmic effects of repurposed antimalarials for COVID-19 treatment using a comprehensive in vitro proarrhythmia assay (CiPA).

Assessment of the proarrhythmic effects of repurposed antimalarials for COVID-19 treatment using a comprehensive in vitro proarrhythmia assay (CiPA).

Journal: Frontiers in pharmacology
Published: May 11, 2023

qInward variability-based in-silico proarrhythmic risk assessment of drugs using deep learning model.

qInward variability-based in-silico proarrhythmic risk assessment of drugs using deep learning model.

Journal: Frontiers in physiology
Published: October 26, 2022

Application of Convolutional Neural Networks Using Action Potential Shape for In-Silico Proarrhythmic Risk Assessment.

Application of Convolutional Neural Networks Using Action Potential Shape for In-Silico Proarrhythmic Risk Assessment.

Journal: Biomedicines
Published: September 29, 2022

Sensitivity Analysis of Cardiac Alternans and Tachyarrhythmia to Ion Channel Conductance Using Population Modeling.

Sensitivity Analysis of Cardiac Alternans and Tachyarrhythmia to Ion Channel Conductance Using Population Modeling.

Journal: Bioengineering (Basel, Switzerland)
Published: August 29, 2022

Validation of in silico biomarkers for drug screening through ordinal logistic regression.

Validation of in silico biomarkers for drug screening through ordinal logistic regression.

Journal: Frontiers in physiology
Published: August 02, 2022

Proarrhythmic risk assessment of drugs by dVm /dt shapes using the convolutional neural network.

Proarrhythmic risk assessment of drugs by dVm /dt shapes using the convolutional neural network.

Journal: CPT: pharmacometrics & systems pharmacology
Published: October 01, 2021

Assessment of Drug Proarrhythmicity Using Artificial Neural Networks With in silico Deterministic Model Outputs.

Assessment of Drug Proarrhythmicity Using Artificial Neural Networks With in silico Deterministic Model Outputs.

Journal: Frontiers in physiology
Published: August 20, 2021

Convolutional neural network for classification of eight types of arrhythmia using 2D time-frequency feature map from standard 12-lead electrocardiogram.

Convolutional neural network for classification of eight types of arrhythmia using 2D time-frequency feature map from standard 12-lead electrocardiogram.

Journal: Scientific reports
Published: April 06, 2021

Artificial neural network model for predicting changes in ion channel conductance based on cardiac action potential shapes generated via simulation.

Artificial neural network model for predicting changes in ion channel conductance based on cardiac action potential shapes generated via simulation.

Journal: Scientific reports
Published: January 18, 2021

Combined deep CNN-LSTM network-based multitasking learning architecture for noninvasive continuous blood pressure estimation using difference in ECG-PPG features.

Combined deep CNN-LSTM network-based multitasking learning architecture for noninvasive continuous blood pressure estimation using difference in ECG-PPG features.

Journal: Scientific reports
Published: December 30, 2020

Optimal Length of Heart Rate Variability Data and Forecasting Time for Ventricular Fibrillation Prediction Using Machine Learning.

Optimal Length of Heart Rate Variability Data and Forecasting Time for Ventricular Fibrillation Prediction Using Machine Learning.

Journal: Computational and mathematical methods in medicine
Published: December 07, 2020
Showing 1-12 of 21

Last Updated: 09/26/2026