publications

2026

1. Accelerated and Noise-Robust Carotid T1–T2 Mapping Using Deep Learning Reconstruction

   Deniz Karakay, Brian P. Toner, A. Pugazhendhi, and 4 more authors

   In Proceedings of the International Society for Magnetic Resonance in Medicine, May 2026
2. Microstructural Alterations Surrounding White Matter Hyperintensities in the Precision Aging Network Cohort

   Deniz Karakay, C. P. Ugonna, S. Matijevic, and 4 more authors

   In Proceedings of the International Society for Magnetic Resonance in Medicine, May 2026
3. Multi-center Scan–Rescan Reproducibility of Fast Quantitative MRI of Carotid Atherosclerosis

   D. Mitsouras, Deniz Karakay, S.-E. Kim, and 4 more authors

   In Proceedings of the International Society for Magnetic Resonance in Medicine, May 2026

2025

1. 

   Atherosclerosis severity in the internal carotid artery is associated with elevated white matter lesion burden in the supplied brain territories

   Deniz Karakay, Haley Wiskoski, Anna Peckham, and 8 more authors

   ISMRM, May 2025

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2. 

   In an older-age vascular cohort, carotid stenosis is associated with processing speed and executive function cognitive deficits, which correlate with p-tau217

   Summan Zahra, Scott R. French, Juan C. Arias, and 30 more authors

   Alzheimer’s & Dementia, Aug 2025

   DOI

2024

1. 

   Impact of Vessel Removal on Classification of Chronic Liver Disease using Radiomics Features and Quantitative T2 Mapping

   Deniz Karakay, Maria Altbach, Diego R. Martin, and 1 more author

   ISMRM, May 2024

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2. 

   Enhancing Deep Learning-Based Liver Vessel Segmentation on MRI with Image Translation Techniques

   Yanbo Zhang, Ali Bilgin, Sevgi Gokce-Kafali, and 11 more authors

   ISMRM, May 2024

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2022

1. 

   A Gis Aided Approach for Geolocalizing an Unmanned Aerial System Using Deep Learning

   Jianli Wei, Deniz Karakay, and Alper Yilmaz

   IEEE Sensors, May 2022

   arXiv Code