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Constructing age-specific MRI brain templates based on a uniform healthy population across life span with transformer

Author:Chenghao Zhang  Mikhail Morgan  Yanting Yang  Ye Tian  Jia Guo  

Session Type:Oral  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI New Ideas  

Program Number:0988  

Room Session:701B  

Institution :Columbia University  

Optimizing background suppression for dual-module velocity-selective ASL and characterizing the temporal noise

Author:Jia Guo  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion: Technical Developments  

Program Number:2752  

Room Session:Exhibition Halls D/E  

Institution :University of California Riverside  

3D Artificial Cerebral Blood Volume Generation from T1W Structural MRI

Author:Vishwanatha Rao  Scott Small  Jia Guo  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume I  

Program Number:2915  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  Columbia University Medical Center  

Deep Learning-based MRI Reconstruction with Artificial Fourier Transform(AFT)-Net

Author:Yanting Yang  Andrew F. Laine  Jia Guo  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2935  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  

Magnetic Resonance Spectroscopy Spectral Registration with Unsupervised Deep Learning

Author:David Ma  Yanting Yang  Natalia Harguindeguy  Ye Tian  Scott Small  Feng Liu  Douglas Rothman  Jia Guo  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Spectroscopy, MT, CEST  

Program Number:3430  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  Yale University  

GABA spectroscopic imaging at 9.4T to localize the epileptogenic zone in an animal model of focal epilepsy

Cycle Inverse Consistent Deformable Medical Image Registration with Transfomer

Author:Chenghao Zhang  Mikhail Morgan  Yanting Yang  Ye Tian  Jia Guo  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4359  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  

Improving Across-Dataset Schizophrenia Classification with Structural Brain MRI Using Multi-scale Transformer

Author:Ye Tian  Junhao Zhang  Vish Rao  Jia Guo  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4746  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  

Synthesizing CT Image from Single-echo UTE-MRI using Multi-Task Framework

Author:Zhuoyao Xin  Vishwanatha Mitnala Rao  Dong Liu  Yanting Yang  Ye Tian  Chenghao Zhang  Andrew F. Laine  Jia Guo  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Image Reconstruction: UTE & ZTE  

Program Number:5103  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  

DeepMRS-Net: QUANTIFICATION OF MAGNETIC RESONANCE SPECTROSCOPY MEGA-PRESS DATA USING DEEP LEARNING

Author:Christopher Wu  Jia Guo  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for Data Synthesis, Generative Models & Quantitative MRI II  

Program Number:5186  

Room Session:Exhibition Halls D/E  

Institution :Columbia University