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
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 via GoogleDrive:
Day One Plenary Talk
Day One Session One – Web Stayman
Day One Session One – Patricia Johnson and Jong Chul Ye
Day One Session Two – Jinyi Qi
Day One Session Two – Jerome Liang, Gilberto Gonzalez
Day One Session Three – Bruno De Man and Justin Haldar
Day One Session Three – Alan McMillan and Hengyong Yu
Day One Session Four – Brett Byram and Guang Hong Chen
Day One Session Four – Anthony Samir
Day One Panel Discussion – Part One
Day One Panel Discussion – Part Two
Day Two Plenary Talk
Day Two Session One
Day Two Session Two
Day Two Session Three – Saiprasad Ravishankar
Day Two Session Three – Chi Liu and Xiaochuan Pan
Day Two Session Four
Day Two Panel Discussion – Part One
Day Two Panel Discussion – Part Two