Epileptic EEG Classification Using Synchrosqueezing Transform with Machine and Deep Learning Techniques. - Ozlem Karabiber Cura; Mehmet Akif Ozdemir; Aydin Akan (EUSIPCO, 2020)

A Dynamic Mode Decomposition Based Approach for Epileptic EEG Classification. - Ozlem Karabiber Cura; Mehmet Akif Ozdemir; Sude Pehlivan; Aydin Akan (EUSIPCO, 2020)

ECG Arrhythmia Detection with Deep Learning. - Elif Izci; Mürside Degirmenci; Mehmet Akif Özdemir; Aydin Akan (SIU, 2020)

VLSI Implementation of TDC Architectures Used in PET Imaging Systems. - Mehmet Akif Ozdemir; Ali Tangel (CoRR, 2020)

An EEG and Machine Learning based Method for the Detection of Major Depressive Disorder. - Elif Izci; Mehmet Akif Özdemir; Aydin Akan; Mehmet Akif Özçoban; Mehmet Kemal Arikan (SIU, 2021)

Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning. - Mehmet Akif Ozdemir; Ozlem Karabiber Cura; Aydin Akan (Int. J. Neural Syst., 2021)

Classification of COVID-19 electrocardiograms by using hexaxial feature mapping and deep learning. - Mehmet Akif Ozdemir; Gizem Dilara Ozdemir; Onan Güren (BMC Medical Informatics Decis. Mak., 2021)

Classification of Hand Gestures using sEMG Signals and Hilbert-Huang Transform. - Deniz Hande Kisa; Mehmet Akif Ozdemir; Onan Güren; Aydin Akan (EUSIPCO, 2022)

Hand gesture classification using time-frequency images and transfer learning based on CNN. - Mehmet Akif Ozdemir; Deniz Hande Kisa; Onan Güren; Aydin Akan (Biomed. Signal Process. Control., 2022)

Removal of Ocular Artifacts in EEG Using Deep Learning. - Mehmet Akif Ozdemir; Sumeyye Kizilisik; Onan Güren (CoRR, 2022)

Statistical Analysis of Time-Frequency Features Based On Multivariate Synchrosqueezing Transform for Hand Gesture Classification. - Lutfiye Saripinar; Deniz Hande Kisa; Mehmet Akif Ozdemir; Onan Güren (CoRR, 2022)

Machine learning to predict the antimicrobial activity of cold atmospheric plasma-activated liquids. - Mehmet Akif Özdemir; Gizem Dilara Ozdemir; Merve Gul; Onan Güren; Utku Kursat Ercan (Mach. Learn. Sci. Technol., 2023)

Deep Learning for Automated Ischemic Stroke Lesion Segmentation from Multi-Spectral MRI. - Dilan Dogru; Mehmet Akif Ozdemir; Onan Güren (EUSIPCO, 2024)

Unveiling the Potential: Can Machine Learning Cluster Colorimetric Images of Cold Atmospheric Plasma Treatment? - Gizem Dilara Ozdemir; Mehmet Akif Ozdemir; Mustafa Sen; Utku Kursat Ercan (Adv. Intell. Syst., 2024)

An automated in vitro wound healing microscopy image analysis approach utilizing U-net-based deep learning methodology. - Dilan Dogru; Gizem D. Özdemir; Mehmet Akif Özdemir; Utku Kursat Ercan; Nermin Topaloglu Avsar; Onan Güren (BMC Medical Imaging, 2024)