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Fast Quantitative Susceptibility Mapping with Temporal Feature Augmented and Spatiotemporal Sampling Pattern Optimized Network

Author:Jinwei Zhang  Hang Zhang  Pascal Spincemaille  Chao Li  Thanh Nguyen  Mert Sabuncu  Yi Wang  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction II  

Program Number:3501  

Room Session:2  

Institution:Cornell University  Weill Cornell Medicine  

High resolution3D whole brain T1, T2, T2* and QSM mapping within 3.5 mins

Incorporating Histological Grading for Brain Tumor Segmentation

Motion Artifact Reduction in Quantitative Susceptibility Mapping using Deep Neural Network

Author:Chao Li  Hang Zhang  Jinwei Zhang  Pascal Spincemaille  Thanh Nguyen  Yi Wang  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 22: Processing & Analysis  

Session Name:Processing & Analysis III  

Program Number:3908  

Room Session:2  

Institution:Cornell University  

Physics-based network fine-tuning for robust susceptibility mapping from high-pass filtered phase

Author:Jinwei Zhang  Alexey Dimov  Hang Zhang  Chao Li  Thanh Nguyen  Pascal Spincemaille  Yi Wang  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 16: Diffusion  

Session Name:Diffusion I  

Program Number:3558  

Room Session:1  

Institution:Cornell University  Weill Cornell Medicine  

Predicting isocitrate dehydrogenase mutation status using contrastive learning and graph neural networks