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)