Scopus Documents
Total : 36
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Hyperparameter Optimization in Machine Learning for Heart Disease Classification based on Heart Rate Variability Feature Analysis Authors : RADIYATI UMI PARTAN Citation : 0 Cover Date : 2023-01-01 Type Doc : Conference Proceeding Publication Name : 2023 International Conference on Informatics, Multimedia, Cyber and Information Systems, ICIMCIS 202 ISSN : DOI : 10.1109/ICIMCIS60089.2023.10349050 |
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Myorcadial Infarction Classification with 15 Lead Electrocardiogram (ECG) Signal using Hybrid Convolutional Neural Network (CNN) and Bidirectional Long Short-Term Memory (BILSTM) Authors : RADIYATI UMI PARTAN Citation : 0 Cover Date : 2023-01-01 Type Doc : Conference Proceeding Publication Name : 2023 8th International Conference on Informatics and Computing, ICIC 2023 ISSN : DOI : 10.1109/ICIC60109.2023.10381905 |
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Image Segmentation for Mitral Regurgitation with Convolutional Neural Network Based on UNet, Resnet, Vnet, FractalNet and SegNet: A Preliminary Study Authors : RADIYATI UMI PARTAN Citation : 5 Cover Date : 2022-12-01 Type Doc : Journal Publication Name : Big Data and Cognitive Computing ISSN : DOI : 10.3390/bdcc6040141 |
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Deep Learning for Improving the Effectiveness of Routine Prenatal Screening for Major Congenital Heart Diseases Authors : RADIYATI UMI PARTAN Citation : 9 Cover Date : 2022-11-01 Type Doc : Journal Publication Name : Journal of Clinical Medicine ISSN : DOI : 10.3390/jcm11216454 |
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Automatic Classification of 15 Leads ECG Signal of Myocardial Infarction Using One Dimension Convolutional Neural Network Authors : RADIYATI UMI PARTAN Citation : 5 Cover Date : 2022-06-01 Type Doc : Journal Publication Name : Applied Sciences (Switzerland) ISSN : DOI : 10.3390/app12115603 |
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Short Single-Lead ECG Signal Delineation-Based Deep Learning: Implementation in Automatic Atrial Fibrillation Identification Authors : RADIYATI UMI PARTAN Citation : 9 Cover Date : 2022-03-01 Type Doc : Journal Publication Name : Sensors ISSN : 14248220 DOI : 10.3390/s22062329 |
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FetalNet: Low-light fetal echocardiography enhancement and dense convolutional network classifier for improving heart defect prediction Authors : RADIYATI UMI PARTAN Citation : 1 Cover Date : 2022-01-01 Type Doc : Journal Publication Name : Informatics in Medicine Unlocked ISSN : 23529148 DOI : 10.1016/j.imu.2022.101136 |
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Deep learning?based computer?aided fetal echocardiography: Application to heart standard view segmentation for congenital heart defects detection Authors : RADIYATI UMI PARTAN Citation : 29 Cover Date : 2021-12-01 Type Doc : Journal Publication Name : Sensors ISSN : 14248220 DOI : 10.3390/s21238007 |
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Optimizing anabas testudineus oil processing by refinement process for quality parameters and fatty acid composition Authors : RADIYATI UMI PARTAN Citation : 0 Cover Date : 2021-10-30 Type Doc : Journal Publication Name : AACL Bioflux ISSN : 18448143 DOI : |
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Automated image segmentation for cardiac septal defects based on contour region with convolutional neural networks: A preliminary study Authors : RADIYATI UMI PARTAN Citation : 8 Cover Date : 2021-01-01 Type Doc : Journal Publication Name : Informatics in Medicine Unlocked ISSN : 23529148 DOI : 10.1016/j.imu.2021.100601 |