Mahmut Yurt

About Mahmut Yurt

Mahmut Yurt, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Bilkent Üniversitesi, specializes in the field of Machine Learning, Computer Vision, Medical Imaging, MRI, Optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deep Learning Reconstruction for Free-breathing Radial Cine Imaging

DTI‐MR fingerprinting for rapid high‐resolution whole‐brain T1, T2, proton density, ADC, and fractional anisotropy mapping

Rapid and accurate navigators for motion and B0 tracking using QUEEN: Quantitatively enhanced parameter estimation from navigators

Spherical Echo-Planar Time-resolved Imaging (sEPTI) for rapid 3D quantitative T2* and Susceptibility imaging

Deep Learning Initialized Compressed Sensing (Deli-CS) in Volumetric Spatio-Temporal Subspace Reconstruction

Deep learning-based reconstruction for cardiac MRI: a review

DDM : Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models

Unsupervised MRI reconstruction via zero-shot learned adversarial transformers

Mahmut Yurt Information

University

Position

Master's Candidate

Citations(all)

1208

Citations(since 2020)

1195

Cited By

177

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Mahmut Yurt Skills & Research Interests

Machine Learning

Computer Vision

Medical Imaging

MRI

Optimization

Top articles of Mahmut Yurt

Deep Learning Reconstruction for Free-breathing Radial Cine Imaging

Journal of Cardiovascular Magnetic Resonance

2024/3/1

DTI‐MR fingerprinting for rapid high‐resolution whole‐brain T1, T2, proton density, ADC, and fractional anisotropy mapping

Magnetic resonance in medicine

2024/3

Rapid and accurate navigators for motion and B0 tracking using QUEEN: Quantitatively enhanced parameter estimation from navigators

Magnetic Resonance in Medicine

2024/1/3

Spherical Echo-Planar Time-resolved Imaging (sEPTI) for rapid 3D quantitative T2* and Susceptibility imaging

bioRxiv

2024

Deep Learning Initialized Compressed Sensing (Deli-CS) in Volumetric Spatio-Temporal Subspace Reconstruction

bioRxiv

2023/3/28

Deep learning-based reconstruction for cardiac MRI: a review

2023/3/6

Mahmut Yurt
Mahmut Yurt

H-Index: 4

Michael Loecher
Michael Loecher

H-Index: 7

DDM : Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models

2023/2/6

Unsupervised MRI reconstruction via zero-shot learned adversarial transformers

IEEE Transactions on Medical Imaging

2022/1/27

Mahmut Yurt
Mahmut Yurt

H-Index: 4

Muzaffer Özbey
Muzaffer Özbey

H-Index: 1

3D Diffusion-prepared MRF (3DM) with cardiac gating for rapid high resolution wholebrain T1, T2, proton density and diffusivity mapping

Proceedings of the Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting

2022

Mesoscale myelin-water fraction and T/T 2/PD mapping through optimized 3D ViSTa-MRF and stochastic reconstruction with preconditioning

2022

Toward a 1-minute high-resolution brain exam-MR fingerprinting with fast reconstruction and ML-synthesized contrasts

Proc Int Soc Magn Reson Med

2022

Semi-supervised learning of MRI synthesis without fully-sampled ground truths

IEEE Transactions on Medical Imaging

2022/8/16

Mahmut Yurt
Mahmut Yurt

H-Index: 4

Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery

Medical Image Analysis

2022/5/1

ResViT: residual vision transformers for multimodal medical image synthesis

IEEE Transactions on Medical Imaging

2022/4/18

Mahmut Yurt
Mahmut Yurt

H-Index: 4

Grjointnet: Synergistic completion and part segmentation on 3d incomplete point clouds

2021/6/9

Mahmut Yurt
Mahmut Yurt

H-Index: 4

Sedat Özer
Sedat Özer

H-Index: 7

mustGAN: multi-stream generative adversarial networks for MR image synthesis

Medical image analysis

2021/5/1

Mahmut Yurt
Mahmut Yurt

H-Index: 4

Erkut Erdem
Erkut Erdem

H-Index: 19

A few-shot learning approach for accelerated MRI via fusion of data-driven and subject-driven priors

arXiv preprint arXiv:2103.07790

2021/3/13

Salman Ul Hassan Dar
Salman Ul Hassan Dar

H-Index: 6

Mahmut Yurt
Mahmut Yurt

H-Index: 4

A semi-supervised learning framework for jointly accelerated multi-contrast MRI synthesis without fully-sampled ground-truths

29th annual meeting of International Society for Magnetic Resonance Imaging (ISMRM),(Virtual Conference)

2021

Zero-shot learning for unsupervised reconstruction of accelerated MRI acquisitions

Proc. ISMRM

2021

Mahmut Yurt
Mahmut Yurt

H-Index: 4

Deep MRI reconstruction with generative vision transformers

2021

See List of Professors in Mahmut Yurt University(Bilkent Üniversitesi)

Co-Authors

academic-engine