Congestive heart failure waveform classification based on short time-step analysis with recurrent network

by Annisa Darmawahyuni, Siti Nurmaini, Meiryka Yuwandini, Muhammad Naufal Rachmatullah, Firdaus Firdaus, Bambang Tutuko
Published 2020-01-01

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

by Annisa Darmawahyuni, Siti Nurmaini, Sukemi, Wahyu Caesarendra, Vicko Bhayyu, M Naufal Rachmatullah, Firdaus
Published 2019-06-01

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

by Siti Nurmaini, Annisa Darmawahyuni, Akhmad Noviar Sakti Mukti, Muhammad Naufal Rachmatullah, Firdaus Firdaus, Bambang Tutuko
Published 2020-01-01

Electrocardiogram signal classification for automated delineation using bidirectional long short-term memory

by Siti Nurmaini, Alexander Edo Tondas, Annisa Darmawahyuni, Muhammad Naufal Rachmatullah, Jannes Effendi, Firdaus Firdaus, Bambang Tutuko
Published 2021-01-01

Beat-to-Beat Electrocardiogram Waveform Classification Based on a Stacked Convolutional and Bidirectional Long Short-Term Memory

by Siti Nurmaini, Annisa Darmawahyuni, Muhammad Naufal Rachmatullah, Jannes Effendi, Ade Iriani Sapitri, Firdaus Firdaus, Bambang Tutuko
Published 2021-01-01

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

by Siti Nurmaini, Radiyati Umi Partan, Wahyu Caesarendra, Tresna Dewi, Muhammad Naufal Rahmatullah, Annisa Darmawahyuni, Vicko Bhayyu, Firdaus Firdaus
Published 2019-07-01

Accurate Detection of Septal Defects With Fetal Ultrasonography Images Using Deep Learning-Based Multiclass Instance Segmentation

by Siti Nurmaini, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri, Annisa Darmawahyuni, Adithia Jovandy, Firdaus Firdaus, Bambang Tutuko, Rossi Passarella
Published 2020-01-01

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

by Bambang Tutuko, Siti Nurmaini, Alexander Edo Tondas, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ria Esafri, Firdaus Firdaus, Ade Iriani Sapitri
Published 2021-07-01