Search Results - Satria Mandala

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  1. 1

    Analysis of Electrocardiogram Dynamic Features for Arrhythmia Classification by Yusril Ramadhan, Satria Mandala

    Published in JOIN: Jurnal Online Informatika (2023-12-01)
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  2. 2

    Histological and Molecular Evaluation of the Antiproliferative Activity of Allium ampeloprasum Water Extract Against Oral Mucosa Cell Line (Gingival Cancer) by Maryam Hameed Alwan, Zainab Hameed, Satria Mandala

    Published in Hayati Journal of Biosciences (2024-05-01)
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  3. 3

    WaQuPs: A ROS-Integrated Ensemble Learning Model for Precise Water Quality Prediction by Firna Firdiani, Satria Mandala, Adiwijaya, Abdul Hanan Abdullah

    Published in Applied Sciences (2023-12-01)
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  4. 4

    Detection of Myocardial Infarction Using Hybrid Models of Convolutional Neural Network and Recurrent Neural Network by Sumayyah Hasbullah, Mohd Soperi Mohd Zahid, Satria Mandala

    Published in BioMedInformatics (2023-06-01)
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  5. 5

    OCADN: Improving Accuracy in Multi-Class Arrhythmia Detection From ECG Signals With a Hyperparameter-Optimized CNN by Satria Mandala, Wisnu Jatmiko, Siti Nurmaini, Ardian Rizal, Adiwijaya

    Published in IEEE Access (2025-01-01)
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  6. 6

    APD-BayTM: Jakarta Air Quality Index Prediction using Bayesian Optimized LSTM by Raey Faldo, Satria Mandala, Mohd Shahrizal Sunar, Salim M. Zaki

    Published in Jurnal Nasional Teknik Elektro (2024-07-01)
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  7. 7

    Multiclass Classification of Myocardial Infarction Based on Phonocardiogram Signals Using Ensemble Learning by Nia Madu Marliana, Satria Mandala, Yuan Wen Hau, Wael M.S. Yafooz

    Published in Jurnal Nasional Teknik Elektro (2023-11-01)
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  8. 8

    Enhanced Identification of Valvular Heart Diseases through Selective Phonocardiogram Features Driven by Convolutional Neural Networks (SFD-CNN) by Muhammad Rafli Ramadhan, Satria Mandala, Rafi Ullah, Wael M.S. Yafooz, Muhammad Qomaruddin

    Published in Jurnal Nasional Teknik Elektro (2024-03-01)
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  9. 9

    A Transfer Learning-Based Model for Brain Tumor Detection in MRI Images by Faiz Rofi Hencya, Satria Mandala, Tong Boon Tang, Mohd Soperi Mohd Zahid

    Published in Jurnal Nasional Teknik Elektro (2023-07-01)
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  10. 10

    Intrusion Detection System Development on Internet of Things using Ensemble Learning by Nadia Ariana, Satria Mandala, Mohd Fadzil Hasssan, Muhammad Qomaruddin, Bilal Ibrahim Bakri

    Published in Jurnal Nasional Teknik Elektro (2024-07-01)
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  11. 11

    Deep Learning Autoencoder Study on ECG Signals by Dandi Mochamad Reza, Satria Mandala, Salim M. Zaki, Eileen Su Lee Ming

    Published in Jurnal Nasional Teknik Elektro (2023-12-01)
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  12. 12

    The Effects of Daubechies Wavelet Basis Function (DWBF) and Decomposition Level on the Performance of Artificial Intelligence-Based Atrial Fibrillation (AF) Detection Based on Elec... by Satria Mandala, Annisa Rizki Pratiwi Wibowo, Adiwijaya, Suyanto, Mohd Soperi Mohd Zahid, Ardian Rizal

    Published in Applied Sciences (2023-02-01)
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  13. 13

    APD-BayNet: Jakarta Air Quality Index Prediction Using Bayesian Optimized Tabnet by Raey Faldo, Satria Mandala, Rina Pudji Astuti, Ary Setijadi Prihatmanto, Mohd Soperi Mohd Zahid

    Published in IEEE Access (2025-01-01)
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  14. 14

    Enhanced Myocardial Infarction Identification in Phonocardiogram Signals Using Segmented Feature Extraction and Transfer Learning-Based Classification by Satria Mandala, Sabilla Suci Amini, Adiwijaya, Aulia Rayhan Syaifullah, Miftah Pramudyo, Siti Nurmaini, Abdul Hanan Abdullah

    Published in IEEE Access (2023-01-01)
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  15. 15

    An improved method to detect arrhythmia using ensemble learning-based model in multi lead electrocardiogram (ECG). by Satria Mandala, Ardian Rizal, Adiwijaya, Siti Nurmaini, Sabilla Suci Amini, Gabriel Almayda Sudarisman, Yuan Wen Hau, Abdul Hanan Abdullah

    Published in PLoS ONE (2024-01-01)
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  16. 16

    An improved method to detect arrhythmia using ensemble learning-based model in multi lead electrocardiogram (ECG) by Satria Mandala, Ardian Rizal, Adiwijaya, Siti Nurmaini, Sabilla Suci Amini, Gabriel Almayda Sudarisman, Yuan Wen Hau, Abdul Hanan Abdullah

    Published in PLoS ONE (2024-01-01)
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  17. 17

    Automatic echocardiographic anomalies interpretation using a stacked residual-dense network model by Siti Nurmaini, Ade Iriani Sapitri, Bambang Tutuko, Muhammad Naufal Rachmatullah, Dian Palupi Rini, Annisa Darmawahyuni, Firdaus Firdaus, Satria Mandala, Ria Nova, Nuswil Bernolian

    Published in BMC Bioinformatics (2023-09-01)
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  18. 18

    Convolutional Autoencoder With Sequential and Channel Attention for Robust ECG Signal Denoising With Edge Device Implementation by Alif Wicaksana Ramadhan, Syifa Kushirayati, Salsabila Aurellia, Mgs M. Luthfi Ramadhan, Muhammad Hannan Hunafa, Muhammad Febrian Rachmadi, Aprinaldi Jasa Mantau, Siti Nurmaini, Satria Mandala, Wisnu Jatmiko

    Published in IEEE Access (2025-01-01)
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  19. 19

    A Real-Time End-to-End Framework with a Stacked Model Using Ultrasound Video for Cardiac Septal Defect Decision-Making by Siti Nurmaini, Ria Nova, Ade Iriani Sapitri, Muhammad Naufal Rachmatullah, Bambang Tutuko, Firdaus Firdaus, Annisa Darmawahyuni, Anggun Islami, Satria Mandala, Radiyati Umi Partan, Akhiar Wista Arum, Rio Bastian

    Published in Journal of Imaging (2024-11-01)
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  20. 20

    iCOR: End-to-End Electrocardiography Morphology Classification Combining Multi-Layer Filter and BiLSTM by Siti Nurmaini, Wisnu Jatmiko, Satria Mandala, Bambang Tutuko, Erwin Erwin, Alexander Edo Tondas, Annisa Darmawahyuni, Firdaus Firdaus, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri, Anggun Islami, Akhiar Wista Arum, Muhammad Ikhwan Perwira

    Published in Algorithms (2025-04-01)
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