Accepted
- Analysis of Classifier Performance on ECG Interpretation for Precision Medicine: Which performance metrics should we use?
Conference: The 3rd FIRST 2019 International Conference
- Machine Learning Techniques with Low Dimensional Feature Extraction for Improving Generalizeability Cardiac Arrhythmia.
Journal: IAENG (International Association of Engineers)
- The impact of Negative to Positive Training Dataset Ratio on Atrial Fibrillation Classification Machine Learning Algorithms Performance
Conference: The 3rd FIRST 2019 International Conference
Submitted
- Deep Learning Trend in ECG Classification for Cardiovascular Disease: A Review.
Journal: Indonesian Journal of Electrical Engineering and Informatics (IJEEI)
- Delineation of Electrocardiogram Morphologies by Using Discrete Wavelet Transforms.
Conference: 2020 1st Conference on Internet of Things and Embedded Intelligence (CITEI 2020)
- Deep Ensemble Learning for Skin Lesions Classification with Convolutional Neural Network
Conference: Conference: 2020 1st Conference on Internet of Things and Embedded Intelligence (CITEI 2020)
- Segmentation Atrioventricular Septal Defect by using Convolutional Neural Networks base on U-net Architecture.
Conference: Conference: 2020 1st Conference on Internet of Things and Embedded Intelligence (CITEI 2020)
- Unidirectional-Bidirectional Recurrent Networks for Automated Diagnosis of Cardiac Disorders.
Journal: Applied Sciences, MDPI
- Deep Learning-based Stacked Long Short-Term Memory for Automatic Delineation ECG Signal Morphology for Accurate Interpretation.
Journal: Biomedical Signal Processing and Control, Elsevier
- Segmentation Fetal Heart Region using CNNs-based UNet Architecture for Automatic Defect Interpretation System.
Journal: PLOS ONE
- Author Identification in Bibliographic Data Using Deep Neural Networks.
Journal: Publications
- Neural Network Techniques with Deep Structure For Improving Homonym and Synonym Classification In Digital Libraries.
Journal: Journal of Engineering Science and Technology (JESTEC)