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AUTOMAP Image Reconstruction of Ultra-Low Field Human Brain MR Data

Author:Neha Koonjoo  Bo Zhu  Matthew Christensen  John Kirsch  Matthew Rosen  

Institution:A.A Martinos Biomedical Imaging Center / MGH  Harvard Medical School  Harvard Medical School  Harvard University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Reconstruction: Optimised  

Program Number:4780  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 62  

AUTOmated pulse SEQuence generation (AUTOSEQ) and neural network decoding for fast quantitative MR parameter measurement using continuous and simultaneous RF transmit and receive

Author:Bo Zhu  Jeremiah Liu  Neha Koonjoo  Bruce Rosen  Matthew Rosen  

Institution:Harvard University  MGH Martinos Center for Biomedical Imaging  Harvard Medical School  Harvard Medical School  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

Program Number:1090  

Presentation Time:08:15   

Room Number:Room 520A-F  

Computer Number:

AUTOmated pulse SEQuence generation (AUTOSEQ) for MR spatial encoding in unknown inhomogeneous B0 fields

Author:Bo Zhu  Jeremiah Liu  Neha Koonjoo  Bruce Rosen  Matthew Rosen  

Institution:Harvard University  MGH Martinos Center for Biomedical Imaging  Harvard Medical School  Harvard Medical School  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Machine Learning Unleashed 1  

Program Number:0477  

Presentation Time:13:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

AUTOmated pulse SEQuence generation (AUTOSEQ) for MR spatial encoding in unknown inhomogeneous B0 fields

Author:Bo Zhu  Jeremiah Liu  Neha Koonjoo  Bruce Rosen  Matthew Rosen  

Institution:Harvard University  MGH Martinos Center for Biomedical Imaging  Harvard Medical School  Harvard Medical School  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Poster: Machine Learning Unleashed 1  

Program Number:0477  

Presentation Time:14:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 28  

Diffusion-weighted MR Image Reconstruction using Automated Transform by Manifold Approximation (AUTOMAP) on Human Brains

Author:Neha Koonjoo  Bo Zhu  Matthew Christensen  John Kirsch  Bragi Sveinsson  Matthew Rosen  

Institution:A.A Martinos Biomedical Imaging Center / MGH  Harvard Medical School  Harvard Medical School  Harvard University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

Program Number:4700  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 157  

Learning Image Reconstruction: AUTOMAP

Author:Bo Zhu  

Institution:Massachusetts General Hospital  

Session Type:Weekend Course  

Session Date:Saturday, 11 May 2019  

Session Time:08:00  

Session Name:Humans Learning to Do Machine Learning Right  

Program Number:

Presentation Time:11:10   

Room Number:Room 710A  

Computer Number:

Synthesizing T2 Maps from Morphological OAI Scans Using Conditional GANs and a Split U-Net