Search Results - "Acici, Koray"

Machine Learning Analysis of RNA-seq Data for Diagnostic and Prognostic Prediction of Colon Cancer by Bostanci, Erkan, Kocak, Engin, Unal, Metehan, Guzel, Mehmet Serdar, Acici, Koray, Asuroglu, Tunc

“…Data from omics studies have been used for prediction and classification of various diseases in biomedical and bioinformatics research. In recent years,…”
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Femoral neck fracture detection in X-ray images using deep learning and genetic algorithm approaches by Beyaz, Salih

“…OBJECTIVESThis study aims to detect frontal pelvic radiograph femoral neck fracture using deep learning techniques. PATIENTS AND METHODSThis retrospective…”
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Comparison of different machine learning approaches to detect femoral neck fractures in x-ray images by Açıcı, Koray, Sümer, Emre, Beyaz, Salih

“…Femoral neck fractures are a serious health problem, especially in the elderly population. Misdiagnosis leads to improper treatment and adversely affects the…”
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Enhancing Tissue Equivalence in 7Li Heavy Ion Therapy with MC Algorithm Optimized Polymer-Based Bioinks by Ekinci, Fatih, Acici, Koray, Asuroglu, Tunc

“…The unique physical properties of heavy ion beams, particularly their distinctive depth–dose distribution and sharp lateral dose reduction profiles, have led…”
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The Future of Microreactors: Technological Advantages, Economic Challenges, and Innovative Licensing Solutions with Blockchain by Ekinci, Fatih, Guzel, Mehmet Serdar, Acici, Koray, Asuroglu, Tunc

“…This study details the unique advantages and challenges associated with microreactors. Microreactors offer rapid installation and flexible application…”
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Exploring Blockchain for Nuclear Material Tracking: A Scoping Review and Innovative Model Proposal by Ecemis, Irem Nur, Ekinci, Fatih, Acici, Koray, Guzel, Mehmet Serdar, Medeni, Ihsan Tolga, Asuroglu, Tunc

“…Ensuring safe and transparent tracking of nuclear materials in the modern era is critical for global security and compliance with international regulations…”
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Multilabel Genre Prediction Using Deep-Learning Frameworks by Unal, Fatima Zehra, Guzel, Mehmet Serdar, Bostanci, Erkan, Acici, Koray, Asuroglu, Tunc

“…In this study, transfer learning has been used to overcome multilabel classification tasks. As a case study, movie genre classification by using posters has…”
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Cloud type classification using deep learning with cloud images by Guzel, Mehmet, Kalkan, Muruvvet, Bostanci, Erkan, Acici, Koray, Asuroglu, Tunc

“…Clouds play a pivotal role in determining the weather, impacting the daily lives of everyone. The cloud type can offer insights into whether the weather will…”
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Artificial Intelligence in Biomaterials: A Comprehensive Review by Gokcekuyu, Yasemin, Ekinci, Fatih, Guzel, Mehmet Serdar, Acici, Koray, Aydin, Sahin, Asuroglu, Tunc

“…The importance of biomaterials lies in their fundamental roles in medical applications such as tissue engineering, drug delivery, implantable devices, and…”
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Categorization of Alzheimer's disease stages using deep learning approaches with McNemar's test by Şener, Begüm, Acici, Koray, Sümer, Emre

“…Early diagnosis is crucial in Alzheimer's disease both clinically and for preventing the rapid progression of the disease. Early diagnosis with awareness…”
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Parkinson's disease monitoring from gait analysis via foot-worn sensors by Aşuroğlu, Tunç, Açıcı, Koray, Berke Erdaş, Çağatay, Kılınç Toprak, Münire, Erdem, Hamit, Oğul, Hasan

“…In Parkinson’s disease (PD), neuronal loss in the substantia nigra ultimate in dopaminergic denervation of the stiratum is followed by disarraying of the…”
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A New Approach for Gastrointestinal Tract Findings Detection and Classification: Deep Learning-Based Hybrid Stacking Ensemble Models by Sivari, Esra, Bostanci, Erkan, Guzel, Mehmet Serdar, Acici, Koray, Asuroglu, Tunc, Ercelebi Ayyildiz, Tulin

“…Endoscopic procedures for diagnosing gastrointestinal tract findings depend on specialist experience and inter-observer variability. This variability can cause…”
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Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning by Ozsari, Sifa, Yapicioglu, Fatima Rabia, Yilmaz, Dilek, Kamburoglu, Kivanc, Guzel, Mehmet Serdar, Bostanci, Gazi Erkan, Acici, Koray, Asuroglu, Tunc

“…In recent years, Machine Learning (ML), especially Deep Learning (DL) approaches, has attracted great attention in medical field. In this study, we proposed a…”
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Semantic Segmentation with High-Resolution Sentinel-1 SAR Data by Erten, Hakan, Bostanci, Erkan, Acici, Koray, Guzel, Mehmet Serdar, Asuroglu, Tunc, Aydin, Ayhan

“…The world’s high-resolution images are supplied by a radar system named Synthetic Aperture Radar (SAR). Semantic SAR image segmentation proposes a…”
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Crohn’s Disease Prediction Using Sequence Based Machine Learning Analysis of Human Microbiome by Unal, Metehan, Bostanci, Erkan, Ozkul, Ceren, Acici, Koray, Asuroglu, Tunc, Guzel, Mehmet Serdar

“…Human microbiota refers to the trillions of microorganisms that inhabit our bodies and have been discovered to have a substantial impact on human health and…”
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MC TRIM Algorithm in Mandibula Phantom in Helium Therapy by Ekinci, Fatih, Acici, Koray, Asuroglu, Tunc, Emek Soylu, Busra

“…Helium ion beam therapy, one of the particle therapies developed and studied in the 1950s for cancer treatment, resulted in clinical trials starting at…”
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Advancing Crayfish Disease Detection: A Comparative Study of Deep Learning and Canonical Machine Learning Techniques by Atilkan, Yasin, Kirik, Berk, Acici, Koray, Benzer, Recep, Ekinci, Fatih, Guzel, Mehmet Serdar, Benzer, Semra, Asuroglu, Tunc

“…This study evaluates the effectiveness of deep learning and canonical machine learning models for detecting diseases in crayfish from an imbalanced dataset. In…”
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Deep Learning in Diagnosis of Dental Anomalies and Diseases: A Systematic Review by Sivari, Esra, Senirkentli, Guler Burcu, Bostanci, Erkan, Guzel, Mehmet Serdar, Acici, Koray, Asuroglu, Tunc

“…Deep learning and diagnostic applications in oral and dental health have received significant attention recently. In this review, studies applying deep…”
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HANDY: A Benchmark Dataset for Context-Awareness via Wrist-Worn Motion Sensors by Açıcı, Koray, Erdaş, Çağatay Berke, Aşuroğlu, Tunç, Oğul, Hasan

“…Being aware of a personal context is a promising task for various applications, such as biometry, human-computer interactions, telemonitoring, remote care,…”
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T4SS Effector Protein Prediction with Deep Learning by Açıcı, Koray, Aşuroğlu, Tunç, Erdaş, Çağatay, Oğul, Hasan

“…Extensive research has been carried out on bacterial secretion systems, as they can pass effector proteins directly into the cytoplasm of host cells. The…”
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