Accelerating low-distortion diffusion MRI of the head and neck with transfer learning from a different organ, acquisition and scanner

Author:Or Alus  Victoria Yu  Ricardo Otazo  Eric Aliotta  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:AI/ML Reconstruction for Precision Imaging  

Program Number:4690  

Room Session:Exhibition Hall (Hall 403)  

Institution:Memorial Sloan Kettering Cancer Center  

AI-based reconstruction of diffusion weighted images to improve image quality and shorten acquisition time in prostate MRI

Can Deep Learning Reconstruction Allow Rapid Diffusion Weighted Imaging for Rectal Cancer?

Data-Driven MRS Signal Decomposition Using Wavelet Analysis

Deep Learning Reconstructed Reduced Field-of-View Diffusion Weighted Imaging in Rectal Cancer: Comparison of Image Quality

Deep Learning-based Super-Resolution Reconstruction for Brain Diffusion-weighted MRI

Deep Learning-Driven Generation of Diffusion-Weighted Imaging for Acute Ischemic Stroke from Non-Contrast Computed Tomography

Image Super-Resolution Using Deep Convolutional Networks Improve the Image quality of Compressed Sensing MRI for Pancreatic DWI.

Improved Low Angular Resolution Diffusion Parametric Maps Using Deep Learning

Intraoperative Precision Sampling of Tumor Microenvironments based on 7T MRSI: A pipeline development

A novel neural network method predicts non-acquired brain diffusion MRI to promote HARDI in children

Author:Olayinka Oladosu  Fanny Lo  Bryce Geeraert  Catherine Lebel  Yunyan Zhang  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:AI/ML Reconstruction for Precision Imaging  

Program Number:4689  

Room Session:Exhibition Hall (Hall 403)  

Institution:University of Calgary  

Playing with k-space lines: downsampling through deep learning to improve clinical sensitivity of diffusion imaging