Accurate Fetal QRS-Complex Classification from Abdominal Electrocardiogram Using Deep Learning
Darmawahyuni, Annisa, Tutuko, Bambang, Nurmaini, Siti, Rachmatullah, Muhammad Naufal, Ardiansyah, Muhammad, Firdaus, Firdaus, Sapitri, Ade Iriani, Islami, Anggun
Published in International journal of computational intelligence systems (26.09.2023)
Published in International journal of computational intelligence systems (26.09.2023)
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Journal Article
Health-Related Data Analysis Using Metaheuristic Optimization and Machine Learning
Darmawahyuni, Annisa, Nurmaini, Siti, Tutuko, Bambang, Rachmatullah, Muhammad Naufal, Firdaus, Firdaus, Sapitri, Ade Iriani, Islami, Anggun, Marcelino, Jordan, Isdwanta, Rendy, Karim, Muhammad Irfan
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Deep Learning-Based Computer-Aided Fetal Echocardiography: Application to Heart Standard View Segmentation for Congenital Heart Defects Detection
Nurmaini, Siti, Rachmatullah, Muhammad Naufal, Sapitri, Ade Iriani, Darmawahyuni, Annisa, Tutuko, Bambang, Firdaus, Firdaus, Partan, Radiyati Umi, Bernolian, Nuswil
Published in Sensors (Basel, Switzerland) (30.11.2021)
Published in Sensors (Basel, Switzerland) (30.11.2021)
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Journal Article
Automatic echocardiographic anomalies interpretation using a stacked residual-dense network model
Nurmaini, Siti, Sapitri, Ade Iriani, Tutuko, Bambang, Rachmatullah, Muhammad Naufal, Rini, Dian Palupi, Darmawahyuni, Annisa, Firdaus, Firdaus, Mandala, Satria, Nova, Ria, Bernolian, Nuswil
Published in BMC bioinformatics (27.09.2023)
Published in BMC bioinformatics (27.09.2023)
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Journal Article
Short Single-Lead ECG Signal Delineation-Based Deep Learning: Implementation in Automatic Atrial Fibrillation Identification
Tutuko, Bambang, Rachmatullah, Muhammad Naufal, Darmawahyuni, Annisa, Nurmaini, Siti, Tondas, Alexander Edo, Passarella, Rossi, Partan, Radiyati Umi, Rifai, Ahmad, Sapitri, Ade Iriani, Firdaus, Firdaus
Published in Sensors (Basel, Switzerland) (17.03.2022)
Published in Sensors (Basel, Switzerland) (17.03.2022)
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Journal Article
Robust electrocardiogram delineation model for automatic morphological abnormality interpretation
Nurmaini, Siti, Darmawahyuni, Annisa, Rachmatullah, Muhammad Naufal, Firdaus, Firdaus, Sapitri, Ade Iriani, Tutuko, Bambang, Tondas, Alexander Edo, Putra, Muhammad Hafizh Permana, Islami, Anggun
Published in Scientific reports (23.08.2023)
Published in Scientific reports (23.08.2023)
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Journal Article
DAE-ConvBiLSTM: End-to-end learning single-lead electrocardiogram signal for heart abnormalities detection
Tutuko, Bambang, Darmawahyuni, Annisa, Nurmaini, Siti, Tondas, Alexander Edo, Naufal Rachmatullah, Muhammad, Teguh, Samuel Benedict Putra, Firdaus, Firdaus, Sapitri, Ade Iriani, Passarella, Rossi
Published in PloS one (30.12.2022)
Published in PloS one (30.12.2022)
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Journal Article
Automated Precancerous Lesion Screening Using an Instance Segmentation Technique for Improving Accuracy
Agustiansyah, Patiyus, Nurmaini, Siti, Nuranna, Laila, Irfannuddin, Irfannuddin, Sanif, Rizal, Legiran, Legiran, Rachmatullah, Muhammad Naufal, Florina, Gavira Olipa, Sapitri, Ade Iriani, Darmawahyuni, Annisa
Published in Sensors (Basel, Switzerland) (22.07.2022)
Published in Sensors (Basel, Switzerland) (22.07.2022)
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Journal Article
Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm
Darmawahyuni, Annisa, Nurmaini, Siti, Rachmatullah, Muhammad Naufal, Avi, Prazna Paramitha, Teguh, Samuel Benedict Putra, Sapitri, Ade Iriani, Tutuko, Bambang, Firdaus, Firdaus
Published in BMC medical informatics and decision making (28.07.2023)
Published in BMC medical informatics and decision making (28.07.2023)
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Journal Article
Beat-to-beat Electrocardiogram Waveform Classification Based on A Stacked Convolutional and Bidirectional Long Short-Term Memory
Nurmaini, Siti, Darmawahyuni, Annisa, Rachmatullah, Muhammad Naufal, Effendi, Jannes, Sapitri, Ade Iriani, Firdaus, Firdaus, Tutuko, Bambang
Published in IEEE access (01.01.2021)
Published in IEEE access (01.01.2021)
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Journal Article
Accurate Detection of Septal Defects With Fetal Ultrasonography Images Using Deep Learning-Based Multiclass Instance Segmentation
Nurmaini, Siti, Rachmatullah, Muhammad Naufal, Sapitri, Ade Iriani, Darmawahyuni, Annisa, Jovandy, Adithia, Firdaus, Firdaus, Tutuko, Bambang, Passarella, Rossi
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Deep learning-based electrocardiogram rhythm and beat features for heart abnormality classification
Darmawahyuni, Annisa, Nurmaini, Siti, Rachmatullah, Muhammad Naufal, Tutuko, Bambang, Sapitri, Ade Iriani, Firdaus, Firdaus, Fansyuri, Ahmad, Predyansyah, Aldi
Published in PeerJ. Computer science (25.01.2022)
Published in PeerJ. Computer science (25.01.2022)
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Journal Article
Deep learning-based real time detection for cardiac objects with fetal ultrasound video
Iriani Sapitri, Ade, Nurmaini, Siti, Naufal Rachmatullah, Muhammad, Tutuko, Bambang, Darmawahyuni, Annisa, Firdaus, Firdaus, Rini, Dian Palupi, Islami, Anggun
Published in Informatics in medicine unlocked (2023)
Published in Informatics in medicine unlocked (2023)
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Journal Article
Deep Learning for Improving the Effectiveness of Routine Prenatal Screening for Major Congenital Heart Diseases
Nurmaini, Siti, Partan, Radiyati Umi, Bernolian, Nuswil, Sapitri, Ade Iriani, Tutuko, Bambang, Rachmatullah, Muhammad Naufal, Darmawahyuni, Annisa, Firdaus, Firdaus, Mose, Johanes C.
Published in Journal of clinical medicine (31.10.2022)
Published in Journal of clinical medicine (31.10.2022)
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Journal Article
XU-NetI: Simple U-shaped encoder-decoder network for accurate imputation of multivariate missing data
Firdaus Firdaus, Siti Nurmaini, Bambang Tutuko, Muhammad Naufal Rachmatullah, Anggun Islami, Annisa Darmawahyuni, Ade Iriani Sapitri, Widya Rohadatul Ais'sy, Muhammad Irfan Karim, Muhammad Fachrurrozi, Ahmad Zarkasi
Published in Franklin Open (01.09.2024)
Published in Franklin Open (01.09.2024)
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Journal Article
Real time mobile AI-assisted cervicography interpretation system
Nurmaini, Siti, Rachmatullah, Muhammad Naufal, Sanif, Rizal, Agustiansyah, Patiyus, Sastradinata, Irawan, Legiran, Legiran, Darmawahyuni, Annisa, Sapitri, Ade Iriani, Islami, Anggun, Firdaus, Firdaus, Tutuko, Bambang, Ridho Lubis, Nur Muhammad Erji
Published in Informatics in medicine unlocked (2023)
Published in Informatics in medicine unlocked (2023)
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Journal Article
FetalNet: Low-light fetal echocardiography enhancement and dense convolutional network classifier for improving heart defect prediction
Sutarno, Sutarno, Nurmaini, Siti, Partan, Radiyati Umi, Sapitri, Ade Iriani, Tutuko, Bambang, Naufal Rachmatullah, Muhammad, Darmawahyuni, Annisa, Firdaus, Firdaus, Bernolian, Nuswil, Sulistiyo, Deny
Published in Informatics in medicine unlocked (2022)
Published in Informatics in medicine unlocked (2022)
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Journal Article
CervicoXNet: an automated cervicogram interpretation network
Nurmaini, Siti, Rachmatullah, Muhammad Naufal, Agustiansyah, Patiyus, Partan, Radiyati Umi, Tutuko, Bambang, Rini, Dian Palupi, Darmawahyuni, Annisa, Firdaus, Firdaus, Sapitri, Ade Iriani, Arum, Akhiar Wista
Published in Medical & biological engineering & computing (01.09.2023)
Published in Medical & biological engineering & computing (01.09.2023)
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Journal Article
An improved semantic segmentation with region proposal network for cardiac defect interpretation
Nurmaini, Siti, Tama, Bayu Adhi, Rachmatullah, Muhammad Naufal, Darmawahyuni, Annisa, Sapitri, Ade Iriani, Firdaus, Firdaus, Tutuko, Bambang
Published in Neural computing & applications (01.08.2022)
Published in Neural computing & applications (01.08.2022)
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