Psychotic relapse prediction in schizophrenia patients using a personalized mobile sensing-based supervised deep learning model

B Lamichhane, J Zhou, A Sano - IEEE Journal of Biomedical …, 2023 - ieeexplore.ieee.org
Mobile sensing-based modeling of behavioral changes could predict an oncoming psychotic
relapse in schizophrenia patients for timely interventions. Deep learning models could …

Diverse task classification from activation patterns of functional neuro-images using feature fusion module

OT Bişkin, C Candemir, AS Gonul, MA Selver - Sensors, 2023 - mdpi.com
One of the emerging fields in functional magnetic resonance imaging (fMRI) is the decoding
of different stimulations. The underlying idea is to reveal the hidden representative signal …

Spatial smoothing effect on group-level functional connectivity during resting and task-based fMRI

C Candemir - Sensors, 2023 - mdpi.com
Spatial smoothing is a preprocessing step applied to neuroimaging data to enhance data
quality by reducing noise and artifacts. However, selecting an appropriate smoothing kernel …

Automatic Classification of fMRI Signals from Behavioral, Cognitive and Affective Tasks Using Deep Learning

C Candemir, OT Bişkin, MA Selver… - … Neural Networks for …, 2022 - taylorfrancis.com
Functional magnetic resonance imaging (fMRI) studies have achievements towards boosted
promising outcomes due to deep applications. One of the emerging but rarely studied fields …

Applications of Magnetic Resonance Imaging Techniques and Its Advancements

VR Babu, SM Cynthia, K Savima… - … Imaging and Analytics …, 2024 - taylorfrancis.com
Magnetic resonance imaging (MRI) is widely used in biomedical research and clinical
applications. The emergence of new techniques increases the applications of MR imaging …

[Retracted] The Value of Nuclear Magnetic Resonance in Liver Nodular Lesions

S Chen, JL Bao - Contrast Media & Molecular Imaging, 2022 - Wiley Online Library
In order to analyze the value of contrast‐enhanced ultrasound (CEUS) combined with
functional magnetic resonance imaging (fMRI) in the early differential diagnosis of liver …