Yazar "Öncü, Emir" için listeleme
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AI-Powered Prediction of Dental Space Maintainer Needs Using X-Ray Imaging: A CNN-Based Approach for Pediatric Dentistry
Yelkenci, Aslıhan; Polat, Günseli Güven; Öncü, Emir; Çiftçi, Fatih (MDPI, 2025)Space maintainers (SMs) are essential for preserving dental arch integrity after premature tooth loss. This study aimed to develop a deep learning model to predict the necessity of SMs and identify specific teeth requiring ... -
Comparative Analysis of Deep Learning Models for Predicting Biocompatibility in Tissue Scaffold Images
Öncü, Emir; Ayanoğlu, Kadriye Yasemin Usta; Çiftçi, Fatih (Elsevier, 2025)Motivation: Bioprinting enables the creation of complex tissue scaffolds, which are vital for tissue engineering. However, predicting scaffold biocompatibility before fabrication remains a critical challenge, potentially ... -
Machine Learning-Assisted Classification of Hip Conditions in Pediatric Cerebral Palsy Patients Using Migration Percentage Measurements
Birsel, Sema Ertan; Demirci, Ekrem; Şeker, Ali; Ayanoğlu, Kadriye Yasemin Usta; Öncü, Emir; Çiftçi, Fatih (Elsevier, 2025)Hip displacement is a significant concern in children with cerebral palsy (CP), necessitating accurate and timely assessment to prevent long-term complications. This study developed a support vector machine (SVM) model ... -
Multimodal AI Framework for Lung Cancer Diagnosis: Integrating CNN and ANN Models for Imaging and Clinical Data Analysis
Öncü, Emir; Çiftçi, Fatih (Elsevier, 2025)Lung cancer remains a leading cause of cancer-related mortality worldwide, emphasizing the critical need for accurate and early diagnostic solutions. This study introduces a novel multimodal artificial intelligence ...
