Aysen Degerli

33 papers B 3Journal 26Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advanced Assessment of Stroke in Retinal Fundus Imaging with Deep Multi-view Learning.
CoRR
Aysen Degerli, Mika Hilvo, Juha Pajula, Petri Huhtinen, Pekka Jäkälä
2024 J jnl
Early myocardial infarction detection over multi-view echocardiography.
Biomed. Signal Process. Control.
Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2024 J jnl
Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration.
CoRR
Ilke Adalioglu, Serkan Kiranyaz, Mete Ahishali, Aysen Degerli, Tahir Hamid, Rahmat Ghaffar, Ridha Hamila, Moncef Gabbouj
2024 J jnl
MAMAF-Net: Motion-aware and multi-attention fusion network for stroke diagnosis.
Biomed. Signal Process. Control.
Aysen Degerli, Pekka Jäkälä, Juha Pajula, Milla Immonen, Miguel Bordallo López
2024 — —
Machine Learning Algorithms for Computer-aided Diagnosis of Myocardial Infarction from 2D Echocardiography and COVID-19 from Chest X-rays.
Aysen Degerli
2024 J jnl
R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification.
Pattern Recognit.
Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2024 B conf
Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification.
ICIP
Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2024 J jnl
Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification.
CoRR
Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
2023 J jnl
MAMAF-Net: Motion-Aware and Multi-Attention Fusion Network for Stroke Diagnosis.
CoRR
Aysen Degerli, Pekka Jäkälä, Juha Pajula, Miguel Bordallo López
2023 — conf
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography.
CinC
Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj
2023 J jnl
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection using Multi-View Echocardiography.
CoRR
Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj
2022 — conf
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography.
CinC
Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
2022 J jnl
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography.
CoRR
Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
2022 J jnl
OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images.
CoRR
Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2022 B conf
Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images.
ICIP
Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2022 J jnl
R2C-GAN: Restore-to-Classify GANs for Blind X-Ray Restoration and COVID-19 Classification.
CoRR
Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2021 J jnl
Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images.
IEEE Access
Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2021 J jnl
COVID-19 infection map generation and detection from chest X-ray images.
Health Inf. Sci. Syst.
Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2021 J jnl
Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images.
IEEE Trans. Neural Networks Learn. Syst.
Mehmet Yamaç, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2021 J jnl
Early Detection of Myocardial Infarction in Low-Quality Echocardiography.
IEEE Access
Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj
2021 J jnl
Early Myocardial Infarction Detection over Multi-view Echocardiography.
CoRR
Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2021 J jnl
Multilinear Compressive Learning.
IEEE Trans. Neural Networks Learn. Syst.
Dat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis
2021 J jnl
Reliable COVID-19 Detection Using Chest X-ray Images.
CoRR
Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2021 B conf
Reliable Covid-19 Detection using Chest X-Ray Images.
ICIP
Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2020 J jnl
A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images.
CoRR
Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2020 J jnl
COVID-19 Infection Map Generation and Detection from Chest X-Ray Images.
CoRR
Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2020 J jnl
Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images.
CoRR
Mehmet Yamac, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2020 J jnl
Early Detection of Myocardial Infarction in Low-Quality Echocardiography.
CoRR
Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj
2020 J jnl
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection.
IEEE Access
Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj
2020 J jnl
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection.
CoRR
Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj
2019 J jnl
Multilinear Compressive Learning.
CoRR
Dat Thanh Tran, Mehmet Yamac, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis
2018 — conf
Compressively Sensed Image Recognition.
EUVIP
Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj
2018 J jnl
Compressively Sensed Image Recognition.
CoRR
Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj