Cemre CANDEMİR

Uluslararası Bilgisayar Enstitüsü, -, Bilgisayar Bilimleri Anabilim Dalı

Research areas: Computer Vision, Biomedical Image Processing, Engineering and Technology, Computer Sciences, Artificial Intelligence, Computer Learning and Pattern Recognition, Pattern Recognition and Image Processing, Biomedical Engineering, Management, Social Sciences and Humanities, Logistics Management

Publications

• Self-esteem instability in major depressive disorder: a computational analysis of expectation updating in response to performance feedback (2026)
• Age related independent set changes on functional brain connectivity networks (2026)
• Social Prediction Error Signals During the Trust Game in Patients with Schizophrenia: An fMRI Study (2026)
• Detection of Bipolar Disorder and Schizophrenia Employing Bayesian-Optimized Grad-CAM-Driven Deep Learning (2025)
• Factorial designs in fMRI analysis: A comparative exploration of full and flexible factorial approaches (2025)
• Subtyping schizophrenia via machine learning by using structural neuroimaging (2025)
• SUBTYPING SCHIZOPHRENIA VIA MACHINE LEARNING BY USING STRUCTURAL NEUROIMAGING (2025)
• Factorial designs in fMRI analysis: A comparative exploration of full and flexible factorial approaches (2025)
• Subtyping schizophrenia via machine learning by using structural neuroimaging (2025)
• Task-dependent functional connectivity changes in response to varying levels of social support (2024)
• The Impact of Mental Activities and Age on Brain Network: An Analysis From Complex Network Perspective (2024)
• Detection of psychological disorders from structural MRI with deep learning methods (2024)
• Comparative Analysis of Brain Graph Metrics in Young and Older Adults (2024)
• Current Advances in Brain Imaging: The Integration of Deep Learning in fMRI Analysis (2024)
• Cross-Modal Learning via Adversarial Loss and Covariate Shift for Enhanced Liver Segmentation (2024)
• The Impact of Mental Activities and Age on Brain Network: An Analysis from Complex Networks Perspective (2024)
• Thorax computed tomography (CTX) guided ground truth annotation of CHEST radiographs (CXR) for improved classification and detection of COVID‐19 (2024)
• Ağ Katmanı: Kontrol Düzlemi (Çeviri) (2024)
• fMRI analizinde faktöriyel tasarımlar: Tam ve esnek faktöriyel yaklaşımların karşılaştırmalı bir araştırması (2024)
• Application of Minimum Vertex Cover Problem in Functional Brain Connectivity Graphs (2023)
• Altered PE in TPJ of Depressed Patients During Social Interaction (2023)
• Spatial Smoothing Effect on Group-Level Functional Connectivity during Resting and Task-Based fMRI (2023)
• Diverse Task Classification from Activation Patterns of Functional Neuro-Images Using Feature Fusion Module (2023)
• Gradual Loss of Social Group Support during Competition Activates Anterior TPJ and Insula but Deactivates Default Mode Network (2023)
• A PRACTICAL ESTIMATION OF THE REQUIRED SAMPLE SIZE IN FMRI STUDIES (2023)
• Comparison of Transition Processes Between Functional Brain Networks During The Trust Game In Depression Patients With Healthy Controls (2022)
• Computational and Predictive Trust Game Model for Switching Process in fMRI (2022)
• Automatic Classification of fMRI Signals from Behavioral, Cognitive, and Affective Tasks Using Deep Learning (2022)
• Change Point Detection Methods for Locating Activations in Functional Neuronal Images (2022)
• A Comparative Study of Automatic Detection of Acute Lymphocytic Leukemia with Machine Learning Methods (2022)
• Automatic Classification of fMRI Signals with Deep Learning Method (2021)
• Automatic Detection of Emotional Changes Induced by Social Support Loss Using fMRI (2021)
• Selection of Wavelet Based Optimal Denoising Method in fMRI Signals (2020)
• Reliability Assessment of Denoising Methods for Change Point and Activation Detection in Lack of Ground Truth from fMRI (2020)
• Detecting the Group Activation Region for fMRI Analysis in Social Support (2019)
• Rs-fMRI’da Nucleus Accumbens Sinyal Değişimlerinin Olasılıksal Analizi (2019)
• Detecting the Group Activation Region for fMRI Analysis in Social Support (2019)
• Nöropazarlama (2019)
• Fonksiyonel MR Görüntülerinden Aktivasyon Bölgelerinin Belirlenmesinde Kontrast Vektör Analizi: Sosyal Destek Deneyi Uygulaması (2018)
• A Comparative Study on Parameter Selection and Outlier Removal for Change Point Detection in Time Series (2018)
• Estimating the Semen Quality from Life Style Using Fuzzy Radial Basis Functions (2018)
• Detection and Evaluation of Activation Instances as Change Point in Functional MR Images“ (2018)
• Using Twitter as a diagnostic teaching and learning assessment tool (2014)
• Harmanlanmış Öğrenme Ortamında Moodle Platformunun Kullanılması ile ilgili Paydaş Görüşlerinin İncelenmesi (2014)
• Measuring and Evaluating Performance within the Strategic Management Perspective: A Study on Performance Measurement of A Seafood Company (2013)
• Measuring and Evaluating Performance within the Strategic Management Perspective A Study on Performance Measurement of a Seafood Company (2013)
• Vascular landmark classification in retinal images using fuzzy RBF (2013)
• Measuring and Evaluating Performance within the Strategic Management Perspective A Study on Performance Measurement of A Seafood Company
• Sentiment Analysis of Turkish Texts Using Graph Convolutional Neural Networks and Bert Language Model

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