3D MRI Processing Using a Video Domain Transfer Deep Learning Neural Network

Author:Jong Bum Son  Mark D. Pagel  Jingfei Ma  

Institution:The University of Texas MD Anderson Cancer Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: General Applications  

Program Number:3574  

Room Live Q&A Session:

Comparison of Selective Excitation and IDEAL for Chemical Shift Imaging of Hyperpolarized [1-13C]Pyruvate

Author:Keith Michel  Christopher Walker  Matthew Merritt  James Bankson  

Institution:The University of Texas MD Anderson Cancer Center  University of Florida  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Hyperpolarization and Molecular Imaging  

Session Name:Hyperpolarization 3  

Program Number:3030  

Room Live Q&A Session:

Computer-aided detection and segmentation of brain metastases in MRI for stereotactic radiosurgery via a deep learning ensemble

Author:Zijian Zhou  Jeremiah Sanders  Jason Johnson  Tina Briere  Mark Pagel  Jing Li  Jingfei Ma  

Institution:The University of Texas MD Anderson Cancer Center  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Emerging AI Applications in Neuro-Oncology  

Program Number:0421  

Room Live Q&A Session:Tuesday Parallel 2  

A Deuterated 13C-Urea Reference to Eliminate 1H Imaging Artifacts in Hyperpolarized 13C MRI Studies

Development of a standard phantom for Chemical Exchange Saturation Transfer MRI

The filtering effect of signal excitations on hyperpolarized imaging agents

Author:James Bankson  Keith Michel  Zhan Xu  Collin Harlan  Gary Martinez  Christopher Walker  

Institution:The University of Texas MD Anderson Cancer Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Hyperpolarization and Molecular Imaging  

Session Name:Hyperpolarization 2  

Program Number:3017  

Room Live Q&A Session:

The impact of radiomic feature reproducibility on a head and neck cancer radiotherapy response model: a comparison of two common analysis packages

Optimized CEST acquisition and analysis for treatment assessment of response to neoadjuvant chemotherapy in triple negative breast cancer

Semi-Supervised Image Domain Transfer for Dixon Water and Fat Separation

Water and Fat Separation with a Dixon Conditional Generative Adversarial Network (DixonCGAN)