Muhammad Naufal Rachmatullah

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Convolutional Neural Network

Atrial Fibrillation

Imbalanced Data

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Annisa Darmawahyuni, Siti Nurmaini, Bambang Tutuko, Muhammad Naufal Rachmatullah, Firdaus, Ade Iriani Sapitri, Anggun Islami, Jordan Marcelino, Rendy Isdwanta, Muhammad Irfan Karim
Health-Related Data Analysis Using Metaheuristic Optimization and Machine Learning. IEEE Access 12 (2024)
Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Prazna Paramitha Avi, Samuel Benedict Putra Teguh, Ade Iriani Sapitri, Bambang Tutuko, Firdaus
Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Annisa Darmawahyuni, Bambang Tutuko, Siti Nurmaini, Muhammad Naufal Rachmatullah, Muhammad Ardiansyah, Firdaus, Ade Iriani Sapitri, Anggun Islami
Accurate Fetal QRS-Complex Classification from Abdominal Electrocardiogram Using Deep Learning. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Siti Nurmaini, Muhammad Naufal Rachmatullah, Patiyus Agustiansyah, Radiyati Umi Partan, Bambang Tutuko, Dian Palupi Rini, Annisa Darmawahyuni, Firdaus, Ade Iriani Sapitri, Akhiar Wista Arum
CervicoXNet: an automated cervicogram interpretation network. Medical Biol. Eng. Comput. 61 (9) (2023)
Siti Nurmaini, Ade Iriani Sapitri, Bambang Tutuko, Muhammad Naufal Rachmatullah, Dian Palupi Rini, Annisa Darmawahyuni, Firdaus, Satria Mandala, Ria Nova, Nuswil Bernolian
Automatic echocardiographic anomalies interpretation using a stacked residual-dense network model. BMC Bioinform. 24 (1) (2023)
Bambang Tutuko, Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Firdaus, Sutarno Sutarno, Rossi Passarella, Ade Iriani Sapitri, Anggun Islami, Muhammad Wahyu Ramansyah, Muhammd Isra Al Hadi
Empowering AI-Diagnosis: Deep Learning Abilities for Accurate Atrial Fibrillation Classification. Int. J. Online Biomed. Eng. 19 (17) (2023)
Patiyus Agustiansyah, Siti Nurmaini, Laila Nuranna, Irfannuddin Irfannuddin, Rizal Sanif, Legiran Legiran, Muhammad Naufal Rachmatullah, Gavira Olipa Florina, Ade Iriani Sapitri, Annisa Darmawahyuni
Automated Precancerous Lesion Screening Using an Instance Segmentation Technique for Improving Accuracy. Sensors 22 (15) (2022)
Bambang Tutuko, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Siti Nurmaini, Alexander Edo Tondas, Rossi Passarella, Radiyati Umi Partan, Ahmad Rifai, Ade Iriani Sapitri, Firdaus
Short Single-Lead ECG Signal Delineation-Based Deep Learning: Implementation in Automatic Atrial Fibrillation Identification. Sensors 22 (6) (2022)
Siti Nurmaini, Bayu Adhi Tama, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ade Iriani Sapitri, Firdaus, Bambang Tutuko
An improved semantic segmentation with region proposal network for cardiac defect interpretation. Neural Comput. Appl. 34 (16) (2022)
Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Bambang Tutuko, Ade Iriani Sapitri, Firdaus, Ahmad Fansyuri, Aldi Predyansyah
Deep learning-based electrocardiogram rhythm and beat features for heart abnormality classification. PeerJ Comput. Sci. 8 (2022)
Siti Nurmaini, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri, Annisa Darmawahyuni, Bambang Tutuko, Firdaus, Radiyati Umi Partan, Nuswil Bernolian
Deep Learning-Based Computer-Aided Fetal Echocardiography: Application to Heart Standard View Segmentation for Congenital Heart Defects Detection. Sensors 21 (23) (2021)
Bambang Tutuko, Siti Nurmaini, Alexander Edo Tondas, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ria Esafri, Firdaus, Ade Iriani Sapitri
AFibNet: an implementation of atrial fibrillation detection with convolutional neural network. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Siti Nurmaini, Annisa Darmawahyuni, Muhammad Naufal Rachmatullah, Jannes Effendi, Ade Iriani Sapitri, Firdaus, Bambang Tutuko
Beat-to-Beat Electrocardiogram Waveform Classification Based on a Stacked Convolutional and Bidirectional Long Short-Term Memory. IEEE Access 9 (2021)
Siti Nurmaini, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri, Annisa Darmawahyuni, Adithia Jovandy, Firdaus, Bambang Tutuko, Rossi Passarella
Accurate Detection of Septal Defects With Fetal Ultrasonography Images Using Deep Learning-Based Multiclass Instance Segmentation. IEEE Access 8 (2020)
Siti Nurmaini, Alexander Edo Tondas, Annisa Darmawahyuni, Muhammad Naufal Rachmatullah, Radiyati Umi Partan, Firdaus, Bambang Tutuko, Ferlita Pratiwi, Andre Herviant Juliano, Rahmi Khoirani
Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks. Future Gener. Comput. Syst. 113 (2020)
Annisa Darmawahyuni, Siti Nurmaini, Sukemi, Wahyu Caesarendra, Vicko Bhayyu, Muhammad Naufal Rachmatullah, Firdaus
Deep Learning with a Recurrent Network Structure in the Sequence Modeling of Imbalanced Data for ECG-Rhythm Classifier. Algorithms 12 (6) (2019)