Compressively Sensed Image Recognition. - Aysen Degerli; Sinem Aslan; Mehmet Yamac; Bülent Sankur; Moncef Gabbouj (EUVIP, 2018)

Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. - Serkan Kiranyaz; Aysen Degerli; Tahir Hamid; Rashid Mazhar; Rayyan Ahmed; Rayaan Abouhasera; Morteza Zabihi; Junaid Malik; Ridha Hamila; Moncef Gabbouj (IEEE Access, 2020)

A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images. - Mete Ahishali; Aysen Degerli; Mehmet Yamac; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Khalid Hameed; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (CoRR, 2020)

Reliable Covid-19 Detection using Chest X-Ray Images. - Aysen Degerli; Mete Ahishali; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Moncef Gabbouj (ICIP, 2021)

Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images. - Mete Ahishali; Aysen Degerli; Mehmet Yamac; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Khalid Hameed; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (IEEE Access, 2021)

Early Detection of Myocardial Infarction in Low-Quality Echocardiography. - Aysen Degerli; Morteza Zabihi; Serkan Kiranyaz; Tahir Hamid; Rashid Mazhar; Ridha Hamila; Moncef Gabbouj (IEEE Access, 2021)

COVID-19 infection map generation and detection from chest X-ray images. - Aysen Degerli; Mete Ahishali; Mehmet Yamac; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Khalid Hameed; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (Health Inf. Sci. Syst., 2021)

Multilinear Compressive Learning. - Dat Thanh Tran; Mehmet Yamaç; Aysen Degerli; Moncef Gabbouj; Alexandros Iosifidis (IEEE Trans. Neural Networks Learn. Syst., 2021)

Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images. - Mehmet Yamaç; Mete Ahishali; Aysen Degerli; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Moncef Gabbouj (IEEE Trans. Neural Networks Learn. Syst., 2021)

Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. - Aysen Degerli; Fahad Sohrab; Serkan Kiranyaz; Moncef Gabbouj (CinC, 2022)

Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images. - Aysen Degerli; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Moncef Gabbouj (ICIP, 2022)

R2C-GAN: Restore-to-Classify GANs for Blind X-Ray Restoration and COVID-19 Classification. - Mete Ahishali; Aysen Degerli; Serkan Kiranyaz; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (CoRR, 2022)

SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography. - Ilke Adalioglu; Mete Ahishali; Aysen Degerli; Serkan Kiranyaz; Moncef Gabbouj (CinC, 2023)

MAMAF-Net: Motion-Aware and Multi-Attention Fusion Network for Stroke Diagnosis. - Aysen Degerli; Pekka Jäkälä; Juha Pajula; Miguel Bordallo López (CoRR, 2023)

Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. - Muhammad Uzair Zahid; Aysen Degerli; Fahad Sohrab; Serkan Kiranyaz; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (ICIP, 2024)

MAMAF-Net: Motion-aware and multi-attention fusion network for stroke diagnosis. - Aysen Degerli; Pekka Jäkälä; Juha Pajula; Milla Immonen; Miguel Bordallo López (Biomed. Signal Process. Control., 2024)

Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. - Muhammad Uzair Zahid; Aysen Degerli; Fahad Sohrab; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2024)

Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration. - Ilke Adalioglu; Serkan Kiranyaz; Mete Ahishali; Aysen Degerli; Tahir Hamid; Rahmat Ghaffar; Ridha Hamila; Moncef Gabbouj (CoRR, 2024)

R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification. - Mete Ahishali; Aysen Degerli; Serkan Kiranyaz; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (Pattern Recognit., 2024)

Machine Learning Algorithms for Computer-aided Diagnosis of Myocardial Infarction from 2D Echocardiography and COVID-19 from Chest X-rays. - Aysen Degerli (2024)

Early myocardial infarction detection over multi-view echocardiography. - Aysen Degerli; Serkan Kiranyaz; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (Biomed. Signal Process. Control., 2024)

Advanced Assessment of Stroke in Retinal Fundus Imaging with Deep Multi-view Learning. - Aysen Degerli; Mika Hilvo; Juha Pajula; Petri Huhtinen; Pekka Jäkälä (CoRR, 2025)