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ORCIDAysen Degerli
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2020 – today
- 2024
[b1]Aysen Degerli:
Machine Learning Algorithms for Computer-aided Diagnosis of Myocardial Infarction from 2D Echocardiography and COVID-19 from Chest X-rays. University of Tampere, Finland, 2024- [j9]Aysen Degerli
, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
Early myocardial infarction detection over multi-view echocardiography. Biomed. Signal Process. Control. 87(Part B): 105448 (2024) - [j8]Aysen Degerli, Pekka Jäkälä, Juha Pajula, Milla Immonen, Miguel Bordallo López:
MAMAF-Net: Motion-aware and multi-attention fusion network for stroke diagnosis. Biomed. Signal Process. Control. 95: 106381 (2024) - [j7]Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification. Pattern Recognit. 156: 110765 (2024) - [i15]Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. CoRR abs/2402.06530 (2024) - 2023
- [c5]Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj:
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography. CinC 2023: 1-4 - [i14]Aysen Degerli, Pekka Jäkälä, Juha Pajula, Miguel Bordallo López:
MAMAF-Net: Motion-Aware and Multi-Attention Fusion Network for Stroke Diagnosis. CoRR abs/2304.09466 (2023) - [i13]Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj:
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection using Multi-View Echocardiography. CoRR abs/2309.15520 (2023) - 2022
- [c4]Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CinC 2022: 1-4 - [c3]Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images. ICIP 2022: 2306-2310 - [i12]Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images. CoRR abs/2202.10185 (2022) - [i11]Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CoRR abs/2204.07253 (2022) - [i10]Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
R2C-GAN: Restore-to-Classify GANs for Blind X-Ray Restoration and COVID-19 Classification. CoRR abs/2209.14770 (2022) - 2021
- [j6]Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj:
Early Detection of Myocardial Infarction in Low-Quality Echocardiography. IEEE Access 9: 34442-34453 (2021) - [j5]Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images. IEEE Access 9: 41052-41065 (2021) - [j4]Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
COVID-19 infection map generation and detection from chest X-ray images. Health Inf. Sci. Syst. 9(1): 15 (2021) - [j3]Dat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Compressive Learning. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1512-1524 (2021) - [j2]Mehmet Yamaç, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images. IEEE Trans. Neural Networks Learn. Syst. 32(5): 1810-1820 (2021) - [c2]Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Reliable Covid-19 Detection using Chest X-Ray Images. ICIP 2021: 185-189 - [i9]Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Reliable COVID-19 Detection Using Chest X-ray Images. CoRR abs/2101.12254 (2021) - [i8]Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
Early Myocardial Infarction Detection over Multi-view Echocardiography. CoRR abs/2111.05790 (2021) - 2020
- [j1]Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj:
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. IEEE Access 8: 210301-210317 (2020) - [i7]Mehmet Yamac, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images. CoRR abs/2005.04014 (2020) - [i6]Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images. CoRR abs/2006.05332 (2020) - [i5]Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj:
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. CoRR abs/2008.04615 (2020) - [i4]Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
COVID-19 Infection Map Generation and Detection from Chest X-Ray Images. CoRR abs/2009.12698 (2020) - [i3]Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj:
Early Detection of Myocardial Infarction in Low-Quality Echocardiography. CoRR abs/2010.02281 (2020)
2010 – 2019
- 2019
- [i2]Dat Thanh Tran, Mehmet Yamac, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Compressive Learning. CoRR abs/1905.07481 (2019) - 2018
- [c1]Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj:
Compressively Sensed Image Recognition. EUVIP 2018: 1-6 - [i1]Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj:
Compressively Sensed Image Recognition. CoRR abs/1810.06323 (2018)
Coauthor Index
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last updated on 2024-08-23 18:34 CEST by the dblp team
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