| Deep learning-based stacked denoising and autoencoder for ECG heartbeat classification S Nurmaini, A Darmawahyuni, AN Sakti Mukti, MN Rachmatullah, ... Electronics 9 (1), 135, 2020 | 125 | 2020 |
| Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks S Nurmaini, AE Tondas, A Darmawahyuni, MN Rachmatullah, RU Partan, ... Future Generation Computer Systems 113, 304-317, 2020 | 76 | 2020 |
| An automated ECG beat classification system using deep neural networks with an unsupervised feature extraction technique S Nurmaini, R Umi Partan, W Caesarendra, T Dewi, ... Applied sciences 9 (14), 2921, 2019 | 74 | 2019 |
| Deep learning with a recurrent network structure in the sequence modeling of imbalanced data for ECG-rhythm classifier A Darmawahyuni, S Nurmaini, Sukemi, W Caesarendra, V Bhayyu, ... Algorithms 12 (6), 118, 2019 | 63 | 2019 |
| AFibNet: an implementation of atrial fibrillation detection with convolutional neural network B Tutuko, S Nurmaini, AE Tondas, MN Rachmatullah, A Darmawahyuni, ... BMC Medical Informatics and Decision Making 21, 1-17, 2021 | 49 | 2021 |
| Deep learning-based computer-aided fetal echocardiography: application to heart standard view segmentation for congenital heart defects detection S Nurmaini, MN Rachmatullah, AI Sapitri, A Darmawahyuni, B Tutuko, ... Sensors 21 (23), 8007, 2021 | 41 | 2021 |
| Accurate detection of septal defects with fetal ultrasonography images using deep learning-based multiclass instance segmentation S Nurmaini, MN Rachmatullah, AI Sapitri, A Darmawahyuni, A Jovandy, ... IEEE Access 8, 196160-196174, 2020 | 35 | 2020 |
| Coronary heart disease interpretation based on deep neural network A Darmawahyuni, S Nurmaini, F Firdaus Computer Engineering and Applications Journal 8 (1), 1-12, 2019 | 34 | 2019 |
| Electrocardiogram signal classification for automated delineation using bidirectional long short-term memory S Nurmaini, AE Tondas, A Darmawahyuni, MN Rachmatullah, J Effendi, ... Informatics in Medicine Unlocked 22, 100507, 2021 | 33 | 2021 |
| Congestive heart failure waveform classification based on short time-step analysis with recurrent network A Darmawahyuni, S Nurmaini, M Yuwandini, MN Rachmatullah, F Firdaus, ... Informatics in Medicine Unlocked 21, 100441, 2020 | 29 | 2020 |
| Deep learning with long short-term memory for enhancement myocardial infarction classification A Darmawahyuni, S Nurmaini 2019 6th International Conference on Instrumentation, Control, and …, 2019 | 25 | 2019 |
| Deep ensemble learning for skin lesions classification with convolutional neural network RA Pratiwi, S Nurmaini, DP Rini, MN Rachmatullah, A Darmawahyuni IAES International Journal of Artificial Intelligence 10 (3), 563, 2021 | 22 | 2021 |
| Convolutional neural network for semantic segmentation of fetal echocardiography based on four-chamber view MN Rachmatullah, S Nurmaini, AI Sapitri, A Darmawahyuni, B Tutuko, ... Bulletin of Electrical Engineering and Informatics 10 (4), 1987-1996, 2021 | 22 | 2021 |
| Beat-to-beat electrocardiogram waveform classification based on a stacked convolutional and bidirectional long short-term memory S Nurmaini, A Darmawahyuni, MN Rachmatullah, J Effendi, AI Sapitri, ... IEEE Access 9, 92600-92613, 2021 | 21 | 2021 |
| Deep learning-based electrocardiogram rhythm and beat features for heart abnormality classification A Darmawahyuni, S Nurmaini, MN Rachmatullah, B Tutuko, AI Sapitri, ... PeerJ Computer Science 8, e825, 2022 | 20 | 2022 |
| Automated Detection of COVID-19 Infected Lesion on Computed Tomography Images Using Faster-RCNNs S Nurmaini, A Edo Tondas, R Umi Partan, MN Rachmatullah, ... Engineering Letters (IAENG) 28 (4), 2020 | 18 | 2020 |
| Umi Partan S Nurmaini, AE Tondas, A Darmawahyuni, MN Rachmatullah R., Caesarendra, W., Dewi, T., Naufal Rahmatullah, M., Darmawahyuni, A …, 2019 | 16 | 2019 |
| Deep learning for improving the effectiveness of routine prenatal screening for major congenital heart diseases S Nurmaini, RU Partan, N Bernolian, AI Sapitri, B Tutuko, ... Journal of Clinical Medicine 11 (21), 6454, 2022 | 14 | 2022 |
| Deep learning-based real time detection for cardiac objects with fetal ultrasound video AI Sapitri, S Nurmaini, MN Rachmatullah, B Tutuko, A Darmawahyuni, ... Informatics in Medicine Unlocked 36, 101150, 2023 | 13 | 2023 |
| Short single-lead ECG signal delineation-based deep learning: implementation in automatic atrial fibrillation identification B Tutuko, MN Rachmatullah, A Darmawahyuni, S Nurmaini, AE Tondas, ... Sensors 22 (6), 2329, 2022 | 11 | 2022 |
Siti NurmainiIntelligent System Research Group (ISysRG), Faculty of Computer Science, Universitas SriwijayaVerified email at unsri.ac.id
