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Aysen Degerli
Aysen Degerli
Research Scientist @VTT Technical Research Centre of Finland
E-mailová adresa ověřena na: vtt.fi
Název
Citace
Citace
Rok
Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images
M Yamac, M Ahishali, A Degerli, S Kiranyaz, MEH Chowdhury, ...
IEEE Transactions on Neural Networks and Learning Systems, 2020
1252020
COVID-19 Infection Map Generation and Detection from Chest X-Ray Images
A Degerli, M Ahishali, M Yamac, S Kiranyaz, MEH Chowdhury, K Hameed, ...
Health Information Science and Systems, 2020
1122020
Advance Warning Methodologies for COVID-19 using Chest X-Ray Images
M Ahishali, A Degerli, M Yamac, S Kiranyaz, MEH Chowdhury, K Hameed, ...
IEEE Access, 2020
78*2020
Early Detection of Myocardial Infarction in Low-Quality Echocardiography
A Degerli, M Zabihi, S Kiranyaz, T Hamid, R Mazhar, R Hamila, ...
IEEE Access, 2021
772021
OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images
A Degerli, S Kiranyaz, MEH Chowdhury, M Gabbouj
2022 IEEE International Conference on Image Processing (ICIP), 2022
432022
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection
S Kiranyaz, A Degerli, T Hamid, R Mazhar, R Ahmed, R Abouhasera, ...
IEEE Access, 2020
392020
Compressively sensed image recognition
A Değerli, S Aslan, M Yamac, B Sankur, M Gabbouj
2018 7th European Workshop on Visual Information Processing (EUVIP), 1-6, 2018
352018
Multilinear Compressive Learning
DT Tran, M Yamaç, A Degerli, M Gabbouj, A Iosifidis
IEEE Transactions on Neural Networks and Learning Systems, 2020
292020
Early Myocardial Infarction Detection over Multi-view Echocardiography
A Degerli, S Kiranyaz, T Hamid, R Mazhar, M Gabbouj
Biomedical Signal Processing and Control, 2021
232021
Reliable Covid-19 Detection using Chest X-Ray Images
A Degerli, M Ahishali, S Kiranyaz, MEH Chowdhury, M Gabbouj
2021 IEEE International Conference on Image Processing (ICIP), 2021
142021
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography
A Degerli, F Sohrab, S Kiranyaz, M Gabbouj
2022 Computing in Cardiology (CinC), 2022
132022
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection using Multi-View Echocardiography
I Adalioglu, M Ahishali, A Degerli, S Kiranyaz, M Gabbouj
2023 Computing in Cardiology (CinC), 2023
62023
R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification
M Ahishali, A Degerli, S Kiranyaz, T Hamid, R Mazhar, M Gabbouj
Pattern Recognition 156, 110765, 2024
3*2024
Biosignal time-series analysis
S Kiranyaz, T Ince, MEH Chowdhury, A Degerli, M Gabbouj
Deep Learning for Robot Perception and Cognition, 491-539, 2022
32022
Advanced Assessment of Stroke in Retinal Fundus Imaging with Deep Multi-view Learning
A Degerli, M Hilvo, J Pajula, P Huhtinen, P Jäkälä
arXiv preprint arXiv:2502.00079, 2025
2025
Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration
I Adalioglu, S Kiranyaz, M Ahishali, A Degerli, T Hamid, R Ghaffar, ...
arXiv preprint arXiv:2412.06445, 2024
2024
Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification
MU Zahid, A Degerli, F Sohrab, S Kiranyaz, T Hamid, R Mazhar, ...
2024 IEEE International Conference on Image Processing (ICIP), 3010-3016, 2024
2024
Machine Learning Algorithms for Computer-aided Diagnosis of Myocardial Infarction from 2D Echocardiography and COVID-19 from Chest X-rays
A Degerli
2024
Finnish perspective on using synthetic health data to protect privacy: the PRIVASA project
T Pitkämäki, T Pahikkala, IM Perez, P Movahedi, V Nieminen, ...
Applied Computing and Intelligence 4 (2), 138-163, 2024
2024
MAMAF-Net: Motion-Aware and Multi-Attention Fusion Network for Stroke Diagnosis
A Degerli, P Jäkälä, J Pajula, M Immonen, MB Lopez
Biomedical Signal Processing and Control, 2023
2023
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Články 1–20