Radiyati Umi Partan

Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks

Siti Nurmaini, Alexander Edo Tondas, Annisa Darmawahyuni et al. · Future Generation Computer Systems · 2020 · 102 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

An Automated ECG Beat Classification System Using Deep Neural Networks with an Unsupervised Feature Extraction Technique

Siti Nurmaini, Radiyati Umi Partan, Wahyu Caesarendra et al. · Applied Sciences · 2019 · 93 citations · Full text

Electrophysiological Evaluation, Engineering, Machine Learning +15

Deep Learning-Based Computer-Aided Fetal Echocardiography: Application to Heart Standard View Segmentation for Congenital Heart Defects Detection

Siti Nurmaini, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri et al. · Sensors · 2021 · 69 citations · Full text

Deep Learning for Improving the Effectiveness of Routine Prenatal Screening for Major Congenital Heart Diseases

Siti Nurmaini, Radiyati Umi Partan, Nuswil Bernolian et al. · Journal of Clinical Medicine · 2022 · 47 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Accurate Prediction of Sudden Cardiac Death Based on Heart Rate Variability Analysis Using Convolutional Neural Network

Febriyanti Panjaitan, Siti Nurmaini, Radiyati Umi Partan · Medicina · 2023 · 23 citations · Full text

Data Augmentation, Heart Failure, Scd Risk Factors +15