Deep feature extraction based brain image classification model using preprocessed images: PDRNet. - Burak Tasci; Irem Tasci (Biomed. Signal Process. Control., 2022)

Epilepsy detection in 121 patient populations using hypercube pattern from EEG signals. - Irem Tasci; Burak Tasci; Prabal Datta Barua; Sengul Dogan; Turker Tuncer; Elizabeth Emma Palmer; Hamido Fujita; U. Rajendra Acharya (Inf. Fusion, 2023)

DSWIN: Automated hunger detection model based on hand-crafted decomposed shifted windows architecture using EEG signals. - Serkan Kirik; Irem Tasci; Prabal Datta Barua; Arif Metehan Yildiz; Tugce Keles; Mehmet Baygin; Ilknur Tuncer; Sengul Dogan; Turker Tuncer; Aruna Devi; Ru-San Tan; U. Rajendra Acharya (Knowl. Based Syst., 2024)

Directed Lobish-based explainable feature engineering model with TTPat and CWINCA for EEG artifact classification. - Turker Tuncer; Sengul Dogan; Mehmet Baygin; Irem Tasci; Bulent Mungen; Burak Tasci; Prabal Datta Barua; U. Rajendra Acharya (Knowl. Based Syst., 2024)

Transfer-transfer model with MSNet: An automated accurate multiple sclerosis and myelitis detection system. - Sinan Tatli; Gulay Macin; Irem Tasci; Burak Tasci; Prabal Datta Barua; Mehmet Baygin; Turker Tuncer; Sengul Dogan; Edward J. Ciaccio; U. Rajendra Acharya (Expert Syst. Appl., 2024)