SCMR/ISMRM Co-Provided Workshop: Session 2: Cardiac MRI Post-Processing and Analysis with ML

2/6/2019

10:15 AM - 11:55 AM

Location: Regency ABCD

Speaker(s)

Bharath Ambale Venkatesh, PhD

Research Faculty, Instructor
Johns Hopkins University

Presenter(s)

Hung Do, PhD

Mgr Clinical Collaborations
Canon Medical Systems USA, Inc.
Pedro Ferreira, PhD

Physicist
The Royal Brompton Hospital

Speaker(s)

Karim Lekadir

Ramon y Cajal Senior Researcher
Universitat Pompeu Fabra
Avan Suinesiaputra, PhD

Research Fellow
University of Auckland, New Zealand

Presenter(s)

Pim van Ooij, PhD

Post-doc Researcher
Amsterdam University Medical Center, AMC
YZ

Yanjie Zhu, PhD

Research Fellow
Beth Israel Deaconess Medical Center and Harvard Medical School

Author Only(s)

Ahmed Fahmy, PhD, MSc

Research Fellow
Beth Israel Deaconess Medical Center and Harvard Medical School
MF

Martijn Froeling, PhD

Post-doc researcher
University Medical Center Utrecht
Andrew Scott

Physicist
The Royal Brompton Hospital
AY

Andrew Yoon, MD

Cardiologist
Long Beach Memorial Medical Center, University of California, Irvine
Chong Duan, PhD

Research Fellow
Beth Israel Deaconess Medical Center and Harvard Medical School
EF

Emile Farag, MD

MD
Amsterdam University Medical Center
Zohya Khalique, MD

Academic clinical lecturer
Royal Brompton Hospital
Krishna Nayak, PhD

Professor
University of Southern California
SN

Shiro Nakamori, MD

Research fellow
Beth Israel Deaconess Medical Center
RP

R. Nils Planken, MD, PhD

Radiologist
Amsterdam University Medical Center
GY

Guang Yang, PhD, MSc

Senior Research Fellow
Imperial College London
Tim Leiner, MD, PhD

Professor of Radiology
Utrecht University Medical Center
RN

Reza Nezafat, PhD

Associate Professor of Medicine
Department of Medicine (Cardiovascular Division) Beth Israel Deaconess Medical Center
Sonia Nielles-Vallespin, PhD, MSc, BSc

Principal Physicist
Royal Brompton Hospital, Imperial College of London
Dudley Pennell, MD, FSCMR

Director CMR Unit
Royal Brompton Hospital
DF

David Firmin, PhD

Professor of Biomedical Imaging
Royal Brompton Hospital

Presentations:

10:15 AM - 10:35 AM
Cardiac function and computer assisted diagnosis
Avan Suinesiaputra, PhD – University of Auckland, New Zealand
10:35 AM - 10:55 AM
Radiomics for Cardiac Magnetic Resonance
Karim Lekadir – Universitat Pompeu Fabra
10:55 AM - 11:15 AM
Machine Learning for high throughput CMR analysis
Bharath Ambale Venkatesh, PhD – Johns Hopkins University
11:15 AM - 11:25 AM
Automated Analysis for Myocardial T2 and ECV Mapping based on Transfer Learning
Yanjie Zhu, PhD – Beth Israel Deaconess Medical Center and Harvard Medical School; Ahmed Fahmy, PhD, MSc – Beth Israel Deaconess Medical Center and Harvard Medical School; Chong Duan, PhD – Beth Israel Deaconess Medical Center and Harvard Medical School; Shiro Nakamori, MD – Beth Israel Deaconess Medical Center; Reza Nezafat, PhD – Department of Medicine (Cardiovascular Division) Beth Israel Deaconess Medical Center
11:25 AM - 11:35 AM
Machine learning for automatic three-dimensional segmentation of the aorta in 4D flow MRI
Pim van Ooij, PhD – Amsterdam University Medical Center, AMC; Martijn Froeling, PhD – University Medical Center Utrecht; Emile S. Farag, MD – Amsterdam University Medical Center; R. Nils Planken, MD, PhD – Amsterdam University Medical Center; Tim Leiner, MD, PhD – Utrecht University Medical Center
11:35 AM - 11:45 AM
dnoiseNET: Deep Convolutional Neural Network for Image Denoising
Hung P. Do, PhD – Canon Medical Systems USA, Inc.; Andrew J. Yoon, MD – Long Beach Memorial Medical Center, University of California, Irvine; Krishna S. Nayak, PhD – University of Southern California
11:45 AM - 11:55 AM
Fully automated DT-CMR analysis with deep learning
Pedro F. Ferreira, PhD – The Royal Brompton Hospital; Andrew D. Scott – The Royal Brompton Hospital; Zohya Khalique, MD – Royal Brompton Hospital; Guang Yang, PhD, MSc – Imperial College London; Sonia Nielles-Vallespin, PhD, MSc, BSc – Royal Brompton Hospital, Imperial College of London; Dudley J. Pennell, MD, FSCMR – Royal Brompton Hospital; David N. Firmin, PhD – Royal Brompton Hospital