Muhammad Naufal Rachmatullah

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

Siti Nurmaini, Annisa Darmawahyuni, Akhmad Noviar Sakti Mukti et al. · Electronics · 2020 · 144 citations · Full text

Computing, Biomedical Engineering, Computer Science +16

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 · 104 citations · Full text

Medicine, Biomedical Engineering, Cardiology +17

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 · 73 citations · Full text

Computing, Cardiology, Computer Science +14

Deep Learning with a Recurrent Network Structure in the Sequence Modeling of Imbalanced Data for ECG-Rhythm Classifier

Annisa Darmawahyuni, Siti Nurmaini, Sukemi Sukemi et al. · Algorithms · 2019 · 68 citations · Full text

Computing, Cardiology, Computer Science +17

AFibNet: an implementation of atrial fibrillation detection with convolutional neural network

Bambang Tutuko, Siti Nurmaini, Alexander Edo Tondas et al. · BMC Medical Informatics and Decision Making · 2021 · 62 citations · Full text

Computing, Biomedical Engineering, Computer Science +17