Accurate Detection of Septal Defects With Fetal Ultrasonography Images Using Deep Learning-Based Multiclass Instance Segmentation. - Siti Nurmaini; Muhammad Naufal Rachmatullah; Ade Iriani Sapitri; Annisa Darmawahyuni; Adithia Jovandy; Firdaus; Bambang Tutuko; Rossi Passarella (IEEE Access, 2020)

Beat-to-Beat Electrocardiogram Waveform Classification Based on a Stacked Convolutional and Bidirectional Long Short-Term Memory. - Siti Nurmaini; Annisa Darmawahyuni; Muhammad Naufal Rachmatullah; Jannes Effendi; Ade Iriani Sapitri; Firdaus; Bambang Tutuko (IEEE Access, 2021)

AFibNet: an implementation of atrial fibrillation detection with convolutional neural network. - Bambang Tutuko; Siti Nurmaini; Alexander Edo Tondas; Muhammad Naufal Rachmatullah; Annisa Darmawahyuni; Ria Esafri; Firdaus; Ade Iriani Sapitri (BMC Medical Informatics Decis. Mak., 2021)

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; Annisa Darmawahyuni; Bambang Tutuko; Firdaus; Radiyati Umi Partan; Nuswil Bernolian (Sensors, 2021)

An improved semantic segmentation with region proposal network for cardiac defect interpretation. - Siti Nurmaini; Bayu Adhi Tama; Muhammad Naufal Rachmatullah; Annisa Darmawahyuni; Ade Iriani Sapitri; Firdaus; Bambang Tutuko (Neural Comput. Appl., 2022)

Deep learning-based electrocardiogram rhythm and beat features for heart abnormality classification. - Annisa Darmawahyuni; Siti Nurmaini; Muhammad Naufal Rachmatullah; Bambang Tutuko; Ade Iriani Sapitri; Firdaus; Ahmad Fansyuri; Aldi Predyansyah (PeerJ Comput. Sci., 2022)

Automated Precancerous Lesion Screening Using an Instance Segmentation Technique for Improving Accuracy. - Patiyus Agustiansyah; Siti Nurmaini; Laila Nuranna; Irfannuddin Irfannuddin; Rizal Sanif; Legiran Legiran; Muhammad Naufal Rachmatullah; Gavira Olipa Florina; Ade Iriani Sapitri; Annisa Darmawahyuni (Sensors, 2022)

Short Single-Lead ECG Signal Delineation-Based Deep Learning: Implementation in Automatic Atrial Fibrillation Identification. - Bambang Tutuko; Muhammad Naufal Rachmatullah; Annisa Darmawahyuni; Siti Nurmaini; Alexander Edo Tondas; Rossi Passarella; Radiyati Umi Partan; Ahmad Rifai; Ade Iriani Sapitri; Firdaus (Sensors, 2022)

Empowering AI-Diagnosis: Deep Learning Abilities for Accurate Atrial Fibrillation Classification. - 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 (Int. J. Online Biomed. Eng., 2023)

CervicoXNet: an automated cervicogram interpretation network. - Siti Nurmaini; Muhammad Naufal Rachmatullah; Patiyus Agustiansyah; Radiyati Umi Partan; Bambang Tutuko; Dian Palupi Rini; Annisa Darmawahyuni; Firdaus; Ade Iriani Sapitri; Akhiar Wista Arum (Medical Biol. Eng. Comput., 2023)

Automatic echocardiographic anomalies interpretation using a stacked residual-dense network model. - Siti Nurmaini; Ade Iriani Sapitri; Bambang Tutuko; Muhammad Naufal Rachmatullah; Dian Palupi Rini; Annisa Darmawahyuni; Firdaus; Satria Mandala; Ria Nova; Nuswil Bernolian (BMC Bioinform., 2023)

Accurate Fetal QRS-Complex Classification from Abdominal Electrocardiogram Using Deep Learning. - Annisa Darmawahyuni; Bambang Tutuko; Siti Nurmaini; Muhammad Naufal Rachmatullah; Muhammad Ardiansyah; Firdaus; Ade Iriani Sapitri; Anggun Islami (Int. J. Comput. Intell. Syst., 2023)

Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm. - Annisa Darmawahyuni; Siti Nurmaini; Muhammad Naufal Rachmatullah; Prazna Paramitha Avi; Samuel Benedict Putra Teguh; Ade Iriani Sapitri; Bambang Tutuko; Firdaus (BMC Medical Informatics Decis. Mak., 2023)

Health-Related Data Analysis Using Metaheuristic Optimization and Machine Learning. - Annisa Darmawahyuni; Siti Nurmaini; Bambang Tutuko; Muhammad Naufal Rachmatullah; Firdaus; Ade Iriani Sapitri; Anggun Islami; Jordan Marcelino; Rendy Isdwanta; Muhammad Irfan Karim (IEEE Access, 2024)

A Real-Time End-to-End Framework with a Stacked Model Using Ultrasound Video for Cardiac Septal Defect Decision-Making. - Siti Nurmaini; Ria Nova; Ade Iriani Sapitri; Muhammad Naufal Rachmatullah; Bambang Tutuko; Firdaus; Annisa Darmawahyuni; Anggun Islami; Satria Mandala; Radiyati Umi Partan; Akhiar Wista Arum; Rio Bastian (J. Imaging, 2024)

An improved electrocardiogram arrhythmia classification performance with feature optimization. - Annisa Darmawahyuni; Siti Nurmaini; Bambang Tutuko; Muhammad Naufal Rachmatullah; Firdaus; Ade Iriani Sapitri; Anggun Islami; Jordan Marcelino; Rendy Isdwanta; Muhammad Ikhwan Perwira (BMC Medical Informatics Decis. Mak., 2024)