Use of clustering algorithms and extreme learning machine in determining arrhythmia types. - Ebru Sayilgan; Ozlem Karabiber Cura; Yalçin Isler (SIU, 2017)

Classification of epileptic EEG data by using ensemble empirical mode decomposition. - Ozlem Karabiber Cura; Sibel Kocaaslan Atli; Reza Sadighzadeh; Aydin Akan (SIU, 2018)

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)

Classification of Epileptic EEG Signals Using Dynamic Mode Decomposition. - Özlem Karabiber Cura; Sude Pehlivan; Aydin Akan (SIU, 2020)

Classification of Psychogenic Non-epileptic Seizures Using Synchrosqueezing Transform of EEG Signals. - Ozlem Karabiber Cura; Gülce Cosku Yilmaz; Hatice Sabiha Türe; Aydin Akan (EUSIPCO, 2021)

Time-frequency signal processing: Today and future. - Aydin Akan; Ozlem Karabiber Cura (Digit. Signal Process., 2021)

Classification of Epileptic EEG Signals Using Synchrosqueezing Transform and Machine Learning. - Ozlem Karabiber Cura; Aydin Akan (Int. J. Neural Syst., 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 Dementia EEG Based on Sub-bands Using Time-Frequency Approaches. - Ozlem Karabiber Cura; Gülce Cosku Yilmaz; Hatice Sabiha Türe; Aydin Akan (SIU, 2022)

Detection of Alzheimer's Dementia by Using Signal Decomposition and Machine Learning Methods. - Ozlem Karabiber Cura; Aydin Akan; Gülce Cosku Yilmaz; Hatice Sabiha Türe (Int. J. Neural Syst., 2022)

Detection of Alzheimer's Dementia Using Intrinsic Time Scale Decomposition of EEG Signals and Deep Learning. - Sena Yagmur Sen; Ozlem Karabiber Cura; Aydin Akan (CoDIT, 2023)

Detection of Attention Deficit Hyperactivity Disorder by Using EEG Feature Maps and Deep Learning. - Burak Akbugday; Ozge Ada Bozbas; Ozlem Karabiber Cura; Sude Pehlivan; Aydin Akan (EUSIPCO, 2023)

Classification of ADHD by Using Multiple Feature Maps of EEG Signals and Deep Feature Extraction. - Ozlem Karabiber Cura; Sibel Kocaaslan Atli; Sena Yagmur Sen; Aydin Akan (EUSIPCO, 2023)

Combinations of EEG Topographic Feature Maps for the Classification of ADHD. - Sude Pehlivan; Onur Akdemir; Ozlem Karabiber Cura; Burak Akbugday; Aydin Akan (EUSIPCO, 2023)

Attention deficit hyperactivity disorder recognition based on intrinsic time-scale decomposition of EEG signals. - Ozlem Karabiber Cura; Sibel Kocaaslan Atli; Aydin Akan (Biomed. Signal Process. Control., 2023)

Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time-Frequency Features of EEG Data. - Ozlem Karabiber Cura; Aydin Akan; Hatice Sabiha Türe (Int. J. Neural Syst., 2023)

Detection of Alzheimer's Dementia by Using EEG Feature Maps and Deep Learning. - Sude Pehlivan Akbugday; Ozlem Karabiber Cura; Burak Akbugday; Aydin Akan (EUSIPCO, 2024)

Alzheimer's Dementia Detection: An Optimized Approach Using ITD of EEG Signals. - Sena Yagmur Sen; Aydin Akan; Ozlem Karabiber Cura (EUSIPCO, 2024)

Classification of Alzheimer's dementia EEG signals using deep learning. - Sena Yagmur Sen; Ozlem Karabiber Cura; Gülce Cosku Yilmaz; Aydin Akan (Trans. Inst. Meas. Control, 2025)