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Annisa Darmawahyuni
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Journal Articles
- 2024
- [j16]Annisa Darmawahyuni
, Siti Nurmaini
, Bambang Tutuko
, Muhammad Naufal Rachmatullah
, Firdaus
, Ade Iriani Sapitri, Anggun Islami, Jordan Marcelino
, Rendy Isdwanta
, Muhammad Irfan Karim:
Health-Related Data Analysis Using Metaheuristic Optimization and Machine Learning. IEEE Access 12: 55342-55356 (2024) - 2023
- [j15]Siti Nurmaini, Ade Iriani Sapitri, Bambang Tutuko, Muhammad Naufal Rachmatullah, Dian Palupi Rini, Annisa Darmawahyuni, Firdaus, Satria Mandala, Ria Nova, Nuswil Bernolian:
Automatic echocardiographic anomalies interpretation using a stacked residual-dense network model. BMC Bioinform. 24(1): 365 (2023) - [j14]Annisa Darmawahyuni, Bambang Tutuko, Siti Nurmaini
, Muhammad Naufal Rachmatullah, Muhammad Ardiansyah, Firdaus, Ade Iriani Sapitri, Anggun Islami:
Accurate Fetal QRS-Complex Classification from Abdominal Electrocardiogram Using Deep Learning. Int. J. Comput. Intell. Syst. 16(1): 158 (2023) - [j13]Bambang Tutuko, Annisa Darmawahyuni, Siti Nurmaini
, Muhammad Naufal Rachmatullah, Firdaus, Sutarno Sutarno, Rossi Passarella
, Ade Iriani Sapitri, Anggun Islami, Muhammad Wahyu Ramansyah, Muhammd Isra Al Hadi:
Empowering AI-Diagnosis: Deep Learning Abilities for Accurate Atrial Fibrillation Classification. Int. J. Online Biomed. Eng. 19(17): 134-151 (2023) - [j12]Siti Nurmaini
, Muhammad Naufal Rachmatullah, Patiyus Agustiansyah, Radiyati Umi Partan, Bambang Tutuko, Dian Palupi Rini, Annisa Darmawahyuni, Firdaus, Ade Iriani Sapitri, Akhiar Wista Arum:
CervicoXNet: an automated cervicogram interpretation network. Medical Biol. Eng. Comput. 61(9): 2405-2416 (2023) - [j11]Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Prazna Paramitha Avi, Samuel Benedict Putra Teguh, Ade Iriani Sapitri, Bambang Tutuko, Firdaus:
Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm. BMC Medical Informatics Decis. Mak. 23(1): 139 (2023) - 2022
- [j10]Siti Nurmaini
, Bayu Adhi Tama, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ade Iriani Sapitri, Firdaus, Bambang Tutuko:
An improved semantic segmentation with region proposal network for cardiac defect interpretation. Neural Comput. Appl. 34(16): 13937-13950 (2022) - [j9]Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Bambang Tutuko, Ade Iriani Sapitri, Firdaus, Ahmad Fansyuri, Aldi Predyansyah:
Deep learning-based electrocardiogram rhythm and beat features for heart abnormality classification. PeerJ Comput. Sci. 8: e825 (2022) - [j8]Bambang Tutuko, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni
, Siti Nurmaini
, Alexander Edo Tondas
, Rossi Passarella
, Radiyati Umi Partan, Ahmad Rifai, Ade Iriani Sapitri, Firdaus
:
Short Single-Lead ECG Signal Delineation-Based Deep Learning: Implementation in Automatic Atrial Fibrillation Identification. Sensors 22(6): 2329 (2022) - [j7]Patiyus Agustiansyah
, Siti Nurmaini
, Laila Nuranna, Irfannuddin Irfannuddin
, Rizal Sanif, Legiran Legiran, Muhammad Naufal Rachmatullah, Gavira Olipa Florina, Ade Iriani Sapitri, Annisa Darmawahyuni
:
Automated Precancerous Lesion Screening Using an Instance Segmentation Technique for Improving Accuracy. Sensors 22(15): 5489 (2022) - 2021
- [j6]Siti Nurmaini
, Annisa Darmawahyuni
, Muhammad Naufal Rachmatullah
, Jannes Effendi, Ade Iriani Sapitri, Firdaus
, Bambang Tutuko
:
Beat-to-Beat Electrocardiogram Waveform Classification Based on a Stacked Convolutional and Bidirectional Long Short-Term Memory. IEEE Access 9: 92600-92613 (2021) - [j5]Bambang Tutuko, Siti Nurmaini
, Alexander Edo Tondas
, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ria Esafri, Firdaus, Ade Iriani Sapitri:
AFibNet: an implementation of atrial fibrillation detection with convolutional neural network. BMC Medical Informatics Decis. Mak. 21(1): 216 (2021) - [j4]Siti Nurmaini
, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri
, Annisa Darmawahyuni
, Bambang Tutuko, Firdaus
, Radiyati Umi Partan, Nuswil Bernolian:
Deep Learning-Based Computer-Aided Fetal Echocardiography: Application to Heart Standard View Segmentation for Congenital Heart Defects Detection. Sensors 21(23): 8007 (2021) - 2020
- [j3]Siti Nurmaini
, Muhammad Naufal Rachmatullah
, Ade Iriani Sapitri, Annisa Darmawahyuni
, Adithia Jovandy, Firdaus
, Bambang Tutuko
, Rossi Passarella
:
Accurate Detection of Septal Defects With Fetal Ultrasonography Images Using Deep Learning-Based Multiclass Instance Segmentation. IEEE Access 8: 196160-196174 (2020) - [j2]Siti Nurmaini
, Alexander Edo Tondas
, Annisa Darmawahyuni
, Muhammad Naufal Rachmatullah
, Radiyati Umi Partan, Firdaus
, Bambang Tutuko, Ferlita Pratiwi, Andre Herviant Juliano, Rahmi Khoirani:
Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks. Future Gener. Comput. Syst. 113: 304-317 (2020) - 2019
- [j1]Annisa Darmawahyuni
, Siti Nurmaini
, Sukemi, Wahyu Caesarendra
, Vicko Bhayyu, Muhammad Naufal Rachmatullah
, Firdaus
:
Deep Learning with a Recurrent Network Structure in the Sequence Modeling of Imbalanced Data for ECG-Rhythm Classifier. Algorithms 12(6): 118 (2019)
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