Publication
International Journals
List of International Journals
Robust assessment of cervical precancerous lesions from pre- and post-acetic acid cervicography by combining deep learning and medical guidelines
Informatics in Medicine Unlocked - 2024A Real-Time End-to-End Framework with a Stacked Model Using Ultrasound Video for Cardiac Septal Defect Decision-Making
Journal of Imaging - 2024Multi-scale input reconstruction network and one-stage instance segmentation for enhancing heart defect prediction rate
IAES International Journal of Artificial Intelligence (IJ-AI) - 2024XU-NetI: Simple U-shaped encoder-decoder network for accurate imputation of multivariate missing data
Franklin Open - 2024Health-related Data Analysis using Metaheuristic Optimization and Machine Learning
IEEE Access - 2024Empowering AI-Diagnosis: Deep Learning Abilities for Accurate Atrial Fibrillation Classification.
International Journal of Online & Biomedical Engineering - 2023Automatic echocardiographic anomalies interpretation using a stacked residual-dense network model
BMC bioinformatics - 2023Accurate Fetal QRS-Complex Classification from Abdominal Electrocardiogram Using Deep Learning
International Journal of Computational Intelligence Systems - 2023Real time mobile AI-assisted cervicography interpretation system
Informatics in Medicine Unlocked - 2023Robust electrocardiogram delineation model for automatic morphological abnormality interpretation
Scientific Reports - 2023Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm
BMC Medical Informatics and Decision Making - 2023CervicoXNet: an automated cervicogram interpretation network
Medical & Biological Engineering & Computing - 2023DAE-ConvBiLSTM: End-to-end learning single-lead electrocardiogram signal for heart abnormalities detection
Plos One - 2022Deep learning-based real time detection for cardiac objects with fetal ultrasound video
Informatics in Medicine Unlocked - 2022FetalNet: Low-light fetal echocardiography enhancement and dense convolutional network classifier for improving heart defect prediction
Informatics in Medicine Unlocked - 2022Deep Learning for Improving the Effectiveness of Routine Prenatal Screening for Major Congenital Heart Diseases
Journal of Clinical Medicine - 2022Automated Precancerous Lesion Screening Using an Instance Segmentation Technique for Improving Accuracy
Sensors, MDPI - 2022An improved semantic segmentation with region proposal network for cardiac defect interpretation Neural Computing and Applications
Neural Computing and Applications - 2022Short Single-Lead ECG Signal Delineation-Based Deep Learning: Implementation in Automatic Atrial Fibrillation Identification
Sensors, MDPI - 2022Deep learning-based electrocardiogram rhythm and beat features for heart abnormality classification
PeerJ Computer Science - 2022Electrocardiogram signal classification for automated delineation using bidirectional long short-term memory
Informatics in Medicine Unlocked, Elsevier - 2021Deep Learning-Based Computer-Aided Fetal Echocardiography: Application to Heart Standard View Segmentation for Congenital Heart Defects Detection
Sensors, MDPI - 2021Deep ensemble learning for skin lesions classification with convolutional neural network
IAES International Journal of Artificial Intelligence (IJ-AI) - 2021Neural network technique with deep structure for improving author homonym and synonym classification in digital libraries
Telkomnika - 2021Unidirectional-bidirectional recurrent networks for cardiac disorders classification
Telkomnika - 2021AFibNet: an implementation of atrial fibrillation detection with convolutional neural network
BMC Medical Informatics and Decision Making - 2021Beat-to-Beat Electrocardiogram Waveform Classification Based on a Stacked Convolutional and Bidirectional Long Short-Term Memory
IEEE Access - 2021Segmentation atrioventricular septal defect by using convolutional neural networks based on U-NET architecture
IAES International Journal of Artificial Intelligence (IJ-AI) - 2021Machine Learning Techniques with Low-Dimensional Feature Extraction for Improving the Generalizability of Cardiac Arrhythmia
IAENG International Journal of Computer Science - 2021Convolutional neural network for semantic segmentation of fetal echocardiography based on four chamber view
Bulletin of Electrical Engineering and Informatics - 2021Delineation of electrocardiogram morphologies by using discrete wavelet transforms
Indonesian Journal of Electrical Engineering and Computer Science - 2020Automated Detection of COVID-19 Infected Lesion on Computed Tomography Images Using FasterRCNNs
Engineering Letters, IAENG - 2020Accurate detection of septal defects with fetal ultrasonography images using deep learning-based multiclass instance segmentation
IEEE Access - 2020Congestive heart failure waveform classification based on short time-step analysis with recurrent network
Informatics in Medicine Unlocked, Elsevier - 2020Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks
Future Generation Computer Systems, Elsevier - 2020Automated ECG Waveform Annotation Based on Stacked Long Short-Term Memory
Computer Engineering and Applications Journal, Indonesia - 2020Deep Learning-Based Stacked Denoising and Autoencoder for ECG Heartbeat Classification
Electronics, MDPI, Switzerland - 2020An Automated ECG Beat Classification System Using Deep Neural Networks with an Unsupervised Feature Extraction Technique
Applied Sciences, MDPI, Switzerland - 2019Deep Learning with a Recurrent Network Structure in the Sequence Modeling of Imbalanced Data for ECG-Rhythm Classifier
Algorithms, MDPI, Switzerland - 2019Coronary Heart Disease Interpretation Based on Deep Neural Network
Computer Engineering and Applications Journal, Indonesia - 2019