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Deep Learning-Based Stacked Denoising and Autoencoder for ECG Heartbeat Classification

Siti Nurmaini, Annisa Darmawahyuni, Akhmad Noviar Sakti Mukti et al. · Electronics · 2020 · 142 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

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

Automatic Features Extraction Using Autoencoder in Intrusion Detection System

Yesi Novaria Kunang, Siti Nurmaini, Deris Stiawan et al. · 2018 · 95 citations

Anomaly Detection, Machine Learning, Data Science +15

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