Bambang Tutuko

22 papers Journal 20Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Modified Deep Residual-Convolutional Neural Network for Accurate Imputation of Missing Data. Comput. Mater. Continua Firdaus, Anggun Islami, Annisa Darmawahyuni, Ade Iriani Sapitri, Muhammad Naufal Rachmatullah, Bambang Tutuko, Akhiar Wista Arum, Muhammad Irfan Karim, Yultrien Yultrien, Ramadhana Noor Salassa Wandya, Siti Nurmaini
2025	J	`jnl`	iCOR: End-to-End Electrocardiography Morphology Classification Combining Multi-Layer Filter and BiLSTM. Algorithms Siti Nurmaini, Wisnu Jatmiko, Satria Mandala, Bambang Tutuko, Erwin, Alexander Edo Tondas, Annisa Darmawahyuni, Firdaus, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri, Anggun Islami, Akhiar Wista Arum, Muhammad Ikhwan Perwira
2024	J	`jnl`	A Real-Time End-to-End Framework with a Stacked Model Using Ultrasound Video for Cardiac Septal Defect Decision-Making. J. Imaging 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
2024	J	`jnl`	An improved electrocardiogram arrhythmia classification performance with feature optimization. BMC Medical Informatics Decis. Mak. Annisa Darmawahyuni, Siti Nurmaini, Bambang Tutuko, Muhammad Naufal Rachmatullah, Firdaus, Ade Iriani Sapitri, Anggun Islami, Jordan Marcelino, Rendy Isdwanta, Muhammad Ikhwan Perwira
2024	J	`jnl`	Health-Related Data Analysis Using Metaheuristic Optimization and Machine Learning. IEEE Access Annisa Darmawahyuni, Siti Nurmaini, Bambang Tutuko, Muhammad Naufal Rachmatullah, Firdaus, Ade Iriani Sapitri, Anggun Islami, Jordan Marcelino, Rendy Isdwanta, Muhammad Irfan Karim
2023	J	`jnl`	Accurate Fetal QRS-Complex Classification from Abdominal Electrocardiogram Using Deep Learning. Int. J. Comput. Intell. Syst. Annisa Darmawahyuni, Bambang Tutuko, Siti Nurmaini, Muhammad Naufal Rachmatullah, Muhammad Ardiansyah, Firdaus, Ade Iriani Sapitri, Anggun Islami
2023	J	`jnl`	Automatic echocardiographic anomalies interpretation using a stacked residual-dense network model. BMC Bioinform. Siti Nurmaini, Ade Iriani Sapitri, Bambang Tutuko, Muhammad Naufal Rachmatullah, Dian Palupi Rini, Annisa Darmawahyuni, Firdaus, Satria Mandala, Ria Nova, Nuswil Bernolian
2023	J	`jnl`	CervicoXNet: an automated cervicogram interpretation network. Medical Biol. Eng. Comput. Siti Nurmaini, Muhammad Naufal Rachmatullah, Patiyus Agustiansyah, Radiyati Umi Partan, Bambang Tutuko, Dian Palupi Rini, Annisa Darmawahyuni, Firdaus, Ade Iriani Sapitri, Akhiar Wista Arum
2023	J	`jnl`	Empowering AI-Diagnosis: Deep Learning Abilities for Accurate Atrial Fibrillation Classification. Int. J. Online Biomed. Eng. 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
2023	J	`jnl`	Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm. BMC Medical Informatics Decis. Mak. Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Prazna Paramitha Avi, Samuel Benedict Putra Teguh, Ade Iriani Sapitri, Bambang Tutuko, Firdaus
2022	J	`jnl`	An improved semantic segmentation with region proposal network for cardiac defect interpretation. Neural Comput. Appl. Siti Nurmaini, Bayu Adhi Tama, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ade Iriani Sapitri, Firdaus, Bambang Tutuko
2022	J	`jnl`	Deep learning-based electrocardiogram rhythm and beat features for heart abnormality classification. PeerJ Comput. Sci. Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Bambang Tutuko, Ade Iriani Sapitri, Firdaus, Ahmad Fansyuri, Aldi Predyansyah
2022	J	`jnl`	Short Single-Lead ECG Signal Delineation-Based Deep Learning: Implementation in Automatic Atrial Fibrillation Identification. Sensors Bambang Tutuko, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Siti Nurmaini, Alexander Edo Tondas, Rossi Passarella, Radiyati Umi Partan, Ahmad Rifai, Ade Iriani Sapitri, Firdaus
2021	J	`jnl`	AFibNet: an implementation of atrial fibrillation detection with convolutional neural network. BMC Medical Informatics Decis. Mak. Bambang Tutuko, Siti Nurmaini, Alexander Edo Tondas, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ria Esafri, Firdaus, Ade Iriani Sapitri
2021	J	`jnl`	Beat-to-Beat Electrocardiogram Waveform Classification Based on a Stacked Convolutional and Bidirectional Long Short-Term Memory. IEEE Access Siti Nurmaini, Annisa Darmawahyuni, Muhammad Naufal Rachmatullah, Jannes Effendi, Ade Iriani Sapitri, Firdaus, Bambang Tutuko
2021	J	`jnl`	Deep Learning-Based Computer-Aided Fetal Echocardiography: Application to Heart Standard View Segmentation for Congenital Heart Defects Detection. Sensors Siti Nurmaini, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri, Annisa Darmawahyuni, Bambang Tutuko, Firdaus, Radiyati Umi Partan, Nuswil Bernolian
2021	J	`jnl`	Fine-Grained Algorithm for Improving KNN Computational Performance on Clinical Trials Text Classification. Big Data Cogn. Comput. Jasmir Jasmir, Siti Nurmaini, Bambang Tutuko
2020	J	`jnl`	Accurate Detection of Septal Defects With Fetal Ultrasonography Images Using Deep Learning-Based Multiclass Instance Segmentation. IEEE Access Siti Nurmaini, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri, Annisa Darmawahyuni, Adithia Jovandy, Firdaus, Bambang Tutuko, Rossi Passarella
2020	J	`jnl`	Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks. Future Gener. Comput. Syst. Siti Nurmaini, Alexander Edo Tondas, Annisa Darmawahyuni, Muhammad Naufal Rachmatullah, Radiyati Umi Partan, Firdaus, Bambang Tutuko, Ferlita Pratiwi, Andre Herviant Juliano, Rahmi Khoirani
2018	J	`jnl`	Enhancement of Non-Holonomic Leader-Follower Formation Using Interval Type-2 Fuzzy Logic Controller. Int. J. Online Eng. Bambang Tutuko, Siti Nurmaini, Saparudin, Gita Fadila Fitriana
2016	—	`conf`	Formation Control Optimization for Odor Localization. SCDM Bambang Tutuko, Siti Nurmaini, Rendyansyah, P. P. Aditya, Saparudin
2011	—	`conf`	A new control architecture in mobile robot navigation based on IT2neuro-fuzzy controller. ICEEI Siti Nurmaini, Bambang Tutuko