Ali Bilgin

University of Arizona — United States

Computer Science · Physical Sciences

24h-index2.7kcitations217works0.32yr avg
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Research Topics

Advanced Data Compression Techniques(86), Image and Signal Denoising Methods(71), Advanced MRI Techniques and Applications(60), Digital Filter Design and Implementation(32), Medical Imaging Techniques and Applications(30)

Publications217 total

Multi-Robot Rendezvous with Dynamic Obstacles: A Laplacian Matrix-Based Artificial Potential Function
2025
In an older‐age vascular cohort, carotid stenosis is associated with processing speed and executive function cognitive deficits, which correlate with p‐tau217
Alzheimer s & Dementia·2025Open Access
Revisiting the Role of Structural Connectivity-Based Parcellation in Thalamic Nuclei Segmentation: comparison with recent state-of-the-art methods
2025Open Access
Respiratory triggered abdominal T2-weighted imaging for concurrent T2water mapping and PDFF quantification using RADGRASE
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Micro Transformer Cascades for Accelerated Multi-Coil MRI Reconstruction with Overlapped SwinV2 Attention
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
A Hybrid Multi-Echo Radial Look-Locker (hME-rLL) multi-slice framework for efficient liver coverage in joint T1-water, PDFF, and R2* estimation
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Fast and Efficient Diffusion-based Thalamic Segmentation Using Spectral Clustering
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Automated streaking artifact suppression for multi-echo radial abdominal data compatible with advanced reconstruction techniques
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Diagnosing abdominal neoplasms using a T2 mapping radial turbo spin-echo technique with partial volume correction
European Radiology·2025Open Access
Accelerated free‐breathing abdominal T2 mapping with deep learning reconstruction of radial turbo spin‐echo data
Magnetic Resonance in Medicine·2025Open Access
Real-Time RRT-based Off-Road Navigation
2025
Accelerated diffusion tensor imaging with self-supervision and fine-tuning
Scientific Reports·2025· 2 citedOpen Access
Multi-channel MRI reconstruction using cascaded Swinμ transformers with overlapped attention
Physics in Medicine and Biology·2025· 3 citedOpen Access
Concurrent water T2 and fat fraction mapping of the breast using the radial gradient and spin echo (RADGRASE) pulse sequence
Magnetic Resonance Imaging·2025
Investigation of the Effect of Camellia Sinensis Essence Cream on Skin Burns
Life·2025· 2 citedOpen Access
Conditional generative diffusion deep learning for accelerated diffusion tensor and kurtosis imaging
Magnetic Resonance Imaging·2024
Characterization of small liver lesions using a partial volume corrected T2 mapping technique
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Impact of Vessel Removal on Classification of Chronic Liver Disease using Radiomics Features and Quantitative T2 Mapping
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Hybrid attention SwinV2 transformer cascade design for Accelerated Multi-Coil MRI Reconstruction
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Accelerated Diffusion Tensor Imaging using A Diffusion Generative Deep Learning Model
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
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Frequent Co-authors

Michael W. Marcellin(30), María I. Altbach(14), Mariappan S. Nadar(7), Zhenyu Wu(5), Theodore P. Trouard(5), Mahesh Keerthivasan(5), Diego R. Martín(5), Joseph C. Dagher(4), Kevin M. Johnson(4), Chuan Huang(3), Zhiqiang Li(3), Arthur F. Gmitro(3), Zhiyang Fu(3), Lavanya Umapathy(3), Zhitao Li(3), Christian Graff(2), Eric Clarkson(2), Feng Liu(2), George Zweig(2), Thomas Flohr(2)