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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Hüseyin Kutlu

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Open access Oct 2026

Segmentation and Classification in Radiological Images Using Deep Learning Approaches: A Comprehensive Comparison Study on Carotid Artery and Breast Lesions

Aim: This study aimed to comprehensively compare the performance of different deep learning architectures for automatic segmentation of carotid artery ultrasound images and classification of breast ultrasound images, and to develop clinical decision support systems.Material and Methods: Nine segmentation algorithms (U-...

Hüseyin Kutlu, Cemil Çolak · 0 citations
Open access Oct 2026

Cross-Dataset Generalization in Phonocardiogram Murmur Classification: A Benchmark Study of Domain-Conditional Performance and the Role of Multi-Representation Fusion

Background/Objectives: Automated phonocardiogram (PCG) analysis is a candidate tool for scaling up cardiac auscultation, but the internal accuracy reported in many studies may not reflect performance when a model is applied to recordings from a different source. This study evaluated how a broad range of classifiers gen...

Hüseyin Kutlu, Cemil Çolak · 0 citations

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