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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Asiye Sözeri

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Open access Oct 2026

Collateral circulation as a predictor of reperfusion injury: insights from mechanical thrombectomy in stroke patients ​

Background/aim: The purpose of this study was to evaluate the association between collateral circulation (CC) status on preprocedural brain CT angiography (BCTA) and the development of postthrombectomy hemorrhagic transformation (HeT) and contrast extravasation (CE) in patients with acute ischemic stroke. Materials and...

Elif Uzun Ata, Asiye Sözeri, Gürdal Orhan · 0 citations
Open access Oct 2026

CT Radiomics and Machine Learning for Three-Class Bone Density Classification: An Exploratory Comparison Across Lumbar Vertebral Levels

Objectives: The aim of this study is to provide early diagnosis of osteoporosis, osteopenia, and normal bone mineral density (BMD) on CT scans utilizing machine learning and radiomics techniques. Methods: In this retrospective study, 874 patients who met the predefined eligibility criteria were included. BMD was catego...

Asiye Sözeri, Halitcan Batur, N. Çay · 0 citations

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