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1
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Classification of Big Data using Machine Learning Methods with Apache Spark Technology
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2017-2018
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Completed
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2
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Identity Authentication with Iris Recognition Based on Three-Layer Security Analysis Approach
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Hakan KUTUCU
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2017-2018
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Completed
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3
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Server-Based Location Tracking Using BLE Beacons in Indoor Environments
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Hakan KUTUCU
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2018-2019
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Completed
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4
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Analysis of Large-Scale Images Using Apache Spark
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2019-2021
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Completed
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5
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AI-Supported Automatic Analysis of Images Obtained in Dentistry (DentiAssist)
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NATIONAL
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TUBITAK
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Project Supported by TUBA and TUBITAK
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Assoc. Prof. Dr. Caner ÖZCAN
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2020-2021
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Completed
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6
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Classification and Visualization of Hyperspectral Images Using Particle Swarm Optimization Based Layered Space Embedding Method
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NATIONAL
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TUBITAK
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Project Supported by TUBA and TUBITAK
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Assoc. Prof. Dr. Caner ÖZCAN
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2020-2021
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Completed
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7
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Processing Hyperspectral Images with Dimensionality Reduction Methods
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2020-2021
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Completed
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8
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Deep Instance Segmentation of User Interface Elements in Hand-Drawn Sketch Drawings
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2020-2021
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Completed
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9
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EEG and Frontal EOG Based Emotion Analysis with Deep Neural Networks
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2020-2022
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Completed
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10
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Modeling and Solving the Berth Allocation Problem in an Automotive Transshipment Terminal
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Hakan KUTUCU
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2022-2022
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Completed
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11
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Object Detection and Classification on Lamella Pieces Used in Solid Panel Production
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2022-2023
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Completed
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12
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Detection and Classification of Cancer on Bone Tissue Using Deep Learning Approaches
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NATIONAL
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TUBITAK
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Project Supported by TUBA and TUBITAK
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Assoc. Prof. Dr. Caner ÖZCAN
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2023-2024
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Completed
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13
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Analysis and Detection of Dental Caries on Panoramic Radiography Images with Deep Learning Based Methods
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2023-2024
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Completed
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14
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Analysis of Y-Balance Data Used in Sports Sciences with Machine Learning Methods
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2023-2024
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Completed
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15
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Ensemble Learning Based Approach in Classification of SAR Images for Land Cover and Use
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2023-2024
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Completed
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16
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Prediction of Pressure Injury Risk of Patients in Intensive Care Unit Using Machine Learning Methods
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2023-2025
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Completed
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17
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Development of a Hybrid Method for Image Fusion Using SAR and Optical Images
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2023-2025
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Completed
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18
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Complex Network Based Classification for Detection of Alzheimer's Disease
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Asst. Prof. Dr. Emrah ÖZKAYNAK
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2024-
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Ongoing
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19
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Deep Learning Based AI Software in Incidental Kidney Cancer Screening and Diagnosis
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NATIONAL
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TUSEB
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Other Public Institutions (Excluding Higher Education Institutions)
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Assoc. Prof. Dr. Caner ÖZCAN
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2024-
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Ongoing
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20
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Autosomal Dominant Polycystic Kidney Disease MRI Based AI Decision Support System: Preliminary Study on Prognosis Prediction and Treatment Selection
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NATIONAL
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TUSEB
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Other Public Institutions (Excluding Higher Education Institutions)
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Assoc. Prof. Dr. Caner ÖZCAN
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2024-
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Ongoing
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21
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Prediction of Posterior Canal Benign Paroxysmal Positional Vertigo with Machine Learning: Development of Anamnesis-Based Mobile Application
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Asst. Prof. Dr. Sait DEMİR
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2024-2025
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Completed
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22
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Colorectal Cancer Detection on Histopathological Images Using Foundation Models
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NATIONAL
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TUBITAK
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Project Supported by TUBA and TUBITAK
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Assoc. Prof. Dr. Caner ÖZCAN
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2025-
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Ongoing
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23
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Development of Deep Learning Based Software for Early Diagnosis and Treatment of Diseases in Panoramic Radiographs Used in Dentistry
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NATIONAL
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TUSEB
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Other Public Institutions (Excluding Higher Education Institutions)
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Assoc. Prof. Dr. Caner ÖZCAN
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2025-
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Ongoing
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24
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Designing a MOOC to Improve AI Literacy of Pre-service Teachers and Investigating Its Effectiveness
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NATIONAL
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TUBITAK
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Project Supported by TUBA and TUBITAK
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Assoc. Prof. Dr. Caner ÖZCAN
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2025-
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Ongoing
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25
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New Approaches in Cervical Cancer Diagnosis with Self-Supervised Learning
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Assoc. Prof. Dr. Caner ÖZCAN
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2025-
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Ongoing
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26
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Mamnet-Tr: Deep Learning Based Breast Cancer Early Detection System from Mammography Images of Turkish Population
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NATIONAL
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TUBITAK
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Project Supported by TUBA and TUBITAK
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Assoc. Prof. Dr. Hakan KUTUCU
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2025-
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Ongoing
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27
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Determining the Effectiveness of Virtual Reality Application in Claustrophobia Patients
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NATIONAL
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Karabuk University
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Scientific Research Project Supported by Higher Education Institutions
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Asst. Prof. Dr. Sait DEMİR
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2025-
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Ongoing
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