Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks. - Siti Nurmaini; Alexander Edo Tondas; Annisa Darmawahyuni; Muhammad Naufal Rachmatullah; Radiyati Umi Partan; Firdaus; Bambang Tutuko; Ferlita Pratiwi; Andre Herviant Juliano; Rahmi Khoirani (Future Gener. Comput. Syst., 2020)

Machine Learning Classification for Blood Glucose Performances Using Insulin Sensitivity and Respiratory Scores in Diabetic ICU Patients. - Athirah Abdul Razak; Radiyati Umi Partan; Normy Norfiza Razak; Asma Abu-Samah; Norliyana Nor Hisham Shah; Mohd Shahnaz Hasan (IVIC, 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)

Image Segmentation for Mitral Regurgitation with Convolutional Neural Network Based on UNet, Resnet, Vnet, FractalNet and SegNet: A Preliminary Study. - Linda Atika; Siti Nurmaini; Radiyati Umi Partan; Erwin Sukandi (Big Data Cogn. Comput., 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)

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)

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)