Diagnosing of Autism Spectrum Disorder based on GARCH Variance Series for rs-fMRI data. - Shadi Sartipi; Mahrokh G. Shayesteh; Hashem Kalbkhani (IST, 2018)

Classification of sleep stages based on LSTAR model. - Peyman Ghasemzadeh; Hashem Kalbkhani; Shadi Sartipi; Mahrokh G. Shayesteh (Appl. Soft Comput., 2019)

Stockwell transform of time-series of fMRI data for diagnoses of attention deficit hyperactive disorder. - Shadi Sartipi; Hashem Kalbkhani; Peyman Ghasemzadeh; Mahrokh G. Shayesteh (Appl. Soft Comput., 2020)

Diagnosis of schizophrenia from R-fMRI data using Ripplet transform and OLPP. - Shadi Sartipi; Hashem Kalbkhani; Mahrokh G. Shayesteh (Multim. Tools Appl., 2020)

EEG Emotion Recognition via Graph-based Spatio-Temporal Attention Neural Networks. - Shadi Sartipi; Mastaneh Torkamani-Azar; Müjdat Çetin (EMBC, 2021)

Adversarial Discriminative Domain Adaptation and Transformers for EEG-based Cross-Subject Emotion Recognition. - Shadi Sartipi; Müjdat Çetin (NER, 2023)

Manifold Regularization for Memory-Efficient Training of Deep Neural Networks. - Shadi Sartipi; Edgar A. Bernal (CoRR, 2023)

A Hybrid End-to-End Spatio-Temporal Attention Neural Network with Graph-Smooth Signals for EEG Emotion Recognition. - Shadi Sartipi; Mastaneh Torkamani-Azar; Müjdat Çetin (CoRR, 2023)

Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model. - Shadi Sartipi; Müjdat Çetin (EMBC, 2024)

Multi-Source Domain Adaptation with Transformer-Based Feature Generation for Subject-Independent EEG-Based Emotion Recognition. - Shadi Sartipi; Müjdat Çetin (ICASSP, 2024)

Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification. - Shadi Sartipi; Müjdat Çetin (CoRR, 2024)

LG-Sleep: Local and Global Temporal Dependencies for Mice Sleep Scoring. - Shadi Sartipi; Mie Andersen; Natalie Hauglund; Celia Kjaerby; Verena Untiet; Maiken Nedergaard; Müjdat Çetin (CoRR, 2024)

A Hybrid End-to-End Spatiotemporal Attention Neural Network With Graph-Smooth Signals for EEG Emotion Recognition. - Shadi Sartipi; Mastaneh Torkamani-Azar; Müjdat Çetin (IEEE Trans. Cogn. Dev. Syst., 2024)