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Accurate and efficient co-registration of diffusion and T1-weighted MRI using self-supervised deep learning

Author:Keyu Chen  Ziyu Li  Zihan Li  Qiyuan Tian  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Self-Supervised AI/ML Techniques  

Program Number:1758  

Room Session:Exhibition Hall (Hall 403)  

Institution:Beihang University  Tsinghua University  University of Oxford  

A Contrastive Learning Approach for Unsupervised Anomaly Detection on Contrast-Enhanced Brain MRI Images

Denoising intrinsic MRI repetitions using self-supervised iterative residual learning

Enhancing Low-Count PET Image Quality via Unsupervised Deep Learning using Novel Cost Function – A PET/MRI study

Improved lesion conspicuity on liver ADC maps using self supervised DDPMs

Joint Multi-Contrast Image Reconstruction with Self-Supervised Learning

Multi-Contrast Low-field MR Image Enhancement via Self-supervision

Author:Long Wang  Zechen Zhou  Ryan Chamberlain  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Self-Supervised AI/ML Techniques  

Program Number:1764  

Room Session:Exhibition Hall (Hall 403)  

Institution:Subtle Medical  

Multi-Slice-Aware Denoising Model for 7T MR Angiography

Non-central chi likelihood loss for quantitative MRI from parallel acquisitions with self-supervised deep learning

Author:Christopher Parker  Daniel Alexander  Hui Zhang  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Self-Supervised AI/ML Techniques  

Program Number:1766  

Room Session:Exhibition Hall (Hall 403)  

Institution:University College London  

Pretraining using masked language modeling improves label noise robustness on the metadata standardization task

Author:Ben Duffy  Ryan Chamberlain  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Self-Supervised AI/ML Techniques  

Program Number:1763  

Room Session:Exhibition Hall (Hall 403)  

Institution:Subtle Medical Inc.  

Quantitative MRI with Automated Histogram Analysis Based on Self-Supervised Learning of Organ Segmentation: Demonstration for Liver T1 Mapping

TransGRAPPA: Self-supervised Transformer Network for k-Space Interpolation

Unsupervised Neural Network for Super-Resolving Non-Contrast-Enhanced Whole-Heart MRI Using REACT

Author:Corbin Maciel  Qing Zou  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Self-Supervised AI/ML Techniques  

Program Number:1761  

Room Session:Exhibition Hall (Hall 403)  

Institution:University of Texas Southwestern Medical Center  

Weak supervision in multi-coil accelerated MR image reconstruction