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Application of Swin Transformer for Alzheimer’s Disease Classification on Structural MRI and FDG-PET Brain Scans Using ADNI Data

Categorizing liver stiffness in children and adults through deep learning and multiparametric MRI with segmented liver and spleen data

Cross-Attention Mechanism and Vision Transformer-Enhanced Multimodal Medical Imaging Fusion for Nasopharyngeal Carcinoma Segmentation

Decoding Brain Dynamic Functional Connectivity Implicated in ADHD via Graph Neural Networks and Transformers

Author:Deepank Girish  Yi Hao Chan  Jing Xia  Jagath Rajapakse  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML: Vision Transformers in MRI  

Program Number:1961  

Room Session:Exhibition Hall (Hall 403)  

Institution:Nanyang Technological University  

A deep learning based approach to generate synthetic CT images from multi-modal MRI data

Generalizable Transformer-based Automatic MRI Quality Control for Infant Brain Imaging

Hybrid attention SwinV2 transformer cascade design for Accelerated Multi-Coil MRI Reconstruction

Author:Tahsin Rahman  Ali Bilgin  Sergio Cabrera  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML: Vision Transformers in MRI  

Program Number:1960  

Room Session:Exhibition Hall (Hall 403)  

Institution:The University of Texas at El Paso  University of Arizona  

Intracranial Large Vessel Severe Stenosis and Occlusion Detection Based on Vision Transformer Fusion Model from Multi-parametric MRI

Longitudinal oncology lesion tracking using self-supervised vision transformers.

Manifold-Aware Swin UNET Transformer for High-Fidelity Diffusion Tensor Imaging from Six Directions

Author:Noga Kertes  Moti Freiman  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML: Vision Transformers in MRI  

Program Number:1958  

Room Session:Exhibition Hall (Hall 403)  

Institution:Technion - Israel Institute of Technology  

Multi Complex-valued Spatio-temporal Fusion Networks for Robust MRF Reconstruction

Self-Supervised Pre-Training Based Hybrid Network for Deep Gray Matter Nuclei Segmentation

Transformer residual cross (T-REX) networks for volumetric super-resolution.