3rd Annual Deep Recon Workshop

Massachusetts General Hospital and CAMCA proudly hosted the 3rd Annual Deep Recon Workshop

November 14-November 15, 2021

A Workshop for Brainstorming and Collaboration Focusing on Innovative Uses of Machine Learning in Tomographic Reconstruction

VIDEOS CAN BE FOUND AT THE BOTTOM OF THIS PAGE

Schedule:

Day One:

 

Plenary Talk from Rongping Zeng, FDA

SESSION ONE    

Deep CT Recon                                                   J. Webster Stayman, JHU

Deep MR Recon                                                  Patricia Johnson, NYU

Deep Ultrasound Recon                                   Jong Chul Ye, KAIST

SESSION TWO   

Deep PET Recon                                                   Jinyi Qi, UC Davis

Deep CT Recon                                                      Jerome Liang, Stony Brook University

Clinical Applications of Imaging ML Tools     Gilberto Gonzalez, MGH

SESSION THREE

Deep CT Recon                                                      Bruno De Man, GE Global Research

Deep MR Recon                                                     Justin Haldar, USC

Deep PET Recon                                                    Alan McMillan, U of Wisconsin

Deep CT Recon                                                       Hengyong Yu, UMASS

SESSION FOUR  

Deep Ultrasound Recon                                        Brett Byram, Vanderbilt University

Deep CT Recon                                                        Guang Hong Chen, U of Wisconsin

Applications of US Recon/Clinical                      Anthony Samir, MGH

Panel Discussion                           

  • Rongping Zeng, FDA
  • Scott D Wollenweber, GE
  • Sven Zuehlsdorff, Siemens
  • Zhou Yu, Cannon
  • Gilberto Gonzalez, MGH

Day Two:

Plenary Talk from Bing Dong, PKU

Session One: 

Deep PET/SPECT Recon                                         Andrew Reader, Kings College London

Deep CT Recon                                                         Ge Wang, RPI

Deep MR Recon                                                        Matt Rosen, MGH

Session Two:

Applications of CT Recon/Clinical                        Subba Digumarthy, MGH

Deep PET Recon                                                       Quanzheng Li, MGH

Model Based Deep Learning                                 Yonina Eldar, Weizmann Institute of Science

with Applications to Imaging

Session Three:

Deep MR Recon                                                        Fang Liu, MGH

Deep PET/SPECT Recon                                         Chi Liu, Yale University

Deep CT Recon                                                          Xiaochuan Pan, University of Chicago

Deep MR Recon                                                         Saiprasad Ravishankar, Michigan State University

SESSION FOUR  

Deep Ultrasound Recon                                        Shuhang Wang, MGH

Deep CT Recon                                                        Xun Jia, UT Southwestern Medical Center

Applications of Nuclear Med Recon/Clinical   Babak Saboury, NIH

Panel Discussion              

  • Xiaochuan Pan , U of Chicago
  • Babak Saboury, NIH
  • Matthew Muckley, NYU
  • Lifeng Yu, Mayo Clinic
  • Anthony Samir, MGH

Videos of the Third Deep Recon Workshop can be found below.

     

     

     

     

    Day One Plenary Talk130.64 MB
    Day One Session One - Web Stayman108.22 MB
    Day One Session One - Patricia Johnson and Jong Chul Ye165.35 MB
    Day One Session Two - Jinyi Qi37.6 MB
    Day One Session Two - Jerome Liang, Gilberto Gonzalez222.18 MB
    Day One Session Three - Bruno De Man and Justin Haldar173.99 MB
    Day One Session Three - Alan McMillan and Hengyong Yu192.67 MB
    Day One Session Four - Brett Byram and Guang Hong Chen178.32 MB
    Day One Session Four - Anthony Samir102.65 MB
    Day One Panel Discussion - Part One131.97 MB
    Day One Panel Discussion - Part Two210.58 MB
    Day Two Plenary Talk88.51 MB
    Day Two Session One224.19 MB
    Day Two Session Two231.79 MB
    Day Two Session Three - Saiprasad Ravishankar40.19 MB
    Day Two Session Three - Chi Liu and Xiaochuan Pan185.13 MB
    Day Two Session Four218.5 MB
    Day Two Panel Discussion - Part One100.12 MB
    Day Two Panel Discussion - Part Two176.39 MB