Focus Session

SCMR 22nd Annual Scientific Sessions

Focus Session 4: MR Techniques and Methods: Advances in CMR Analysis

Speaker(s)

• 

  Ahmed Fahmy, PhD, MSc

  Research Fellow
  Beth Israel Deaconess Medical Center and Harvard Medical School

Presenter(s)

• 

  Marco Guglielmo, MD

  Cardiologist
  Centro Cardiologico Monzino
• 

  Yin Guo, MSc, BEng

  Student
  Yale University
• VJ

  Vivek Jani, MSc

  Graduate student
  The Johns Hopkins University
• BN

  Berk Norman

  Machine Learning Scientist
  

Speaker(s)

• 

  Alistair Young, PhD

  Professor
  The University of Auckland, New Zealand

Presenter(s)

• 

  Qiang Zhang

  Postdoctoral research fellow
  University of Oxford

Author Only(s)

• JL

  Jifan Li, MSc

  Student
  Tsinghua University
• GM

  Giuseppe Muscogiuri, MD

  Consultant
  Centro Cardiologico Monzino
• MS

  Martin Simonovsky

  Machine Learning Intern
  Arterys, Inc.
• GT

  Gisela Teixidó-Turà, MD

  Faculty
  Hospital Vall d'Hebron
• 

  Konrad Werys, PhD

  Post-doc
  Universty of Oxford
• MG

  Marco Gatti, MD

  Medical Doctor
  Department of surgical sciences, University of Turin
• NK

  Nadjia Kachenoura, PhD

  PhD
  Sorbonne Université, INSERM, CNRS
• FL

  Felix Lau, BEng

  Senior Machine Learning Scientist
  Arterys, Inc.
• DL

  Dingkun Liu, PhD

  Student
  Tsinghua University
• EL

  Elena Lukaschuk, BSc

  Image Analyst
  University of Oxford
• KB

  Kevin Bouaou, PhD

  PhD student
  Sorbonne Université, INSERM, CNRS
• SC

  Shuo Chen, PhD

  Postdoc
  Tsinghua University
• SD

  Serena Dell'Aversana, MD

  Radiologist
  Università degli Studi di Napoli "Federico II"
• SS

  Sean Sall, BA

  Senior ML Scientist
  Arterys
• 

  Cody Wu, MSc, BSc

  Visiting Researcher
  University of Oxford
• AD

  Alain De Cesare, PhD

  PhD
  Sorbonne Université, INSERM, CNRS
• DG

  Daniel Golden, PhD

  Director of Machine Learning
  Arterys, Inc
• 

  Jiachen Ji, BSc

  senior student
  Tsinghua University
• SP

  Silvia Pica, MD

  Research Cardiologist
  Fondazione Istituto Di Ricovero e Cura a Carattere Scientifico (IRCCS) Policlinico San Matteo
• 

  Iulia Popescu

  Research Associate
  University of Oxford
• DA

  Daniele Andreini, MD, PhD

  Director
  Centro Cardiologico Monzino
• EH

  Evan Hann

  PhD Student
  University of Oxford
• AH

  Albert Hsiao, MD, PhD

  Assistant Professor
  University of California, San Diego
• CW

  Colin Wu, PhD

  Mathematical Statistician
  National Institutes of Health
• 

  Chun Yuan, PhD

  Professor
  University of Washington
• 

  David Bluemke, MD, PhD

  Professor
  University of Wisconsin School of Medicine and Public Health
• AG

  Andrea Igoren Guaricci, MD

  Cardiologist
  Università degli Studi di Bari
• 

  Rui Li, PhD

  Associate Professor
  Tsinghua University
• 

  Stefan Neubauer, MD

  Director, Oxford Centre for Clinical Magnetic Resonance Research
  University of Oxford
• AB

  Andrea Baggiano, MD

  Cardiologist
  Centro Cardiologico Monzino
• 

  Vanessa Ferreira, MD, PhD

  Deputy Clinical Director, Oxford Centre for Clinical Magnetic Resonance Research
  University of Oxford
• 

  Joao Lima, MD

  Professor of Medicine, Radiology and Epidemiology
  Johns Hopkins University
• 

  Bharath Ambale-Venkatesh, PhD

  Instructor
  The Johns Hopkins University
• SM

  Saima Mushtaq, MD

  Cardiologist Assistant
  Centro Cardiologico Monzino
• 

  Stefan Piechnik, PhD

  Head of Advanced Cardiovascular Image Processing, Oxford Centre for Clinical Magnetic Resonance Research
  University of Oxford
• EC

  Edoardo Conte, MD

  Cardiologist
  Centro Cardiologico Monzino
• AA

  Andrea Annoni, MD

  Radiologist
  Centro Cardiologico Monzino
• AF

  Alberto Formenti, MD

  Radiologist
  Centro Cardiologico Monzino
• EM

  Elisabetta Mancini, MD

  Radiologist
  Centro Cardiologico Monzino
• PG

  Paola Gripari, MD, PhD

  Cardiologist
  Centro Cardiologico Monzino, IRCCS
• MR

  Mark Rabbat, MD

  Associate Professor of Medicine and Radiology. Division of Cardiology
  Loyola University Medical Center
• MP

  Mauro Pepi, MD

  Director Cardiac Imaging Dpt
  Centro Cardiologico Monzino, IRCCS, Milan ITALY
• GP

  Gianluca Pontone, MD, PhD

  Cardiologist, Radiologist
  Centro Cardiologico Monzino

Presentations:

• 4:40 PM - 4:55 PM

  Machine Learning in Evaluating Function and Anatomy
  Alistair A. Young, PhD – The University of Auckland, New Zealand
• 4:55 PM - 5:10 PM

  Emerging Applications of Machine Learning in Cardiac MR
  Ahmed Fahmy, PhD, MSc – Beth Israel Deaconess Medical Center and Harvard Medical School
• 5:10 PM - 5:19 PM

  Automated aortic analysis on phase-contrast MRI using deep-learning: The Multi-Ethnic Study of Atherosclerosis
  Vivek Jani, MSc – The Johns Hopkins University; Gisela Teixidó-Turà, MD – Hospital Vall d'Hebron; Nadjia Kachenoura, PhD – Sorbonne Université, INSERM, CNRS; Kevin Bouaou, PhD – Sorbonne Université, INSERM, CNRS; Alain De Cesare, PhD – Sorbonne Université, INSERM, CNRS; Colin O. Wu, PhD – National Institutes of Health; David A. Bluemke, MD, PhD – University of Wisconsin School of Medicine and Public Health; Joao A.C. Lima, MD – Johns Hopkins University; Bharath Ambale-Venkatesh, PhD – The Johns Hopkins University
• 5:19 PM - 5:28 PM

  Automated Detection of Motion Artefacts in Cardiac T1-mapping with Accountability for Clinical Applications: Deep Learning with Saliency Visualisation
  Qiang Zhang – University of Oxford; Konrad Werys, PhD – Universty of Oxford; Elena Lukaschuk, BSc – University of Oxford; Cody G. Wu, MSc, BSc – University of Oxford; Iulia Popescu – University of Oxford; Evan Hann – University of Oxford; Stefan Neubauer, MD – University of Oxford; Vanessa M. Ferreira, MD, PhD – University of Oxford; Stefan K. Piechnik, PhD – University of Oxford
• 5:28 PM - 5:37 PM

  Carotid Plaque Composition Segmentation in Multi-contrast MRI with U-net
  Yin Guo, MSc, BEng – Yale University; Jifan Li, MSc – Tsinghua University; Dingkun Liu, PhD – Tsinghua University; Shuo Chen, PhD – Tsinghua University; Jiachen Ji, BSc – Tsinghua University; Chun Yuan, PhD – University of Washington; Rui Li, PhD – Tsinghua University
• 5:37 PM - 5:46 PM

  DeformationNet: unsupervised deep learning co-registration for ventricular segmentation of short axis perfusion MR images
  Berk D. Norman; Martin Simonovsky – Arterys, Inc.; Felix Lau, BEng – Arterys, Inc.; Sean Sall, BA – Arterys; Daniel I. Golden, PhD – Arterys, Inc; Albert Hsiao, MD, PhD – University of California, San Diego
• 5:46 PM - 5:55 PM

  Single breath hold 3D cine kat-arc versus 2D cine BSSFP for the assessment of biventricular dimensions and function
  Marco Guglielmo, MD – Centro Cardiologico Monzino; Giuseppe Muscogiuri, MD – Centro Cardiologico Monzino; Marco Gatti, MD – Department of surgical sciences, University of Turin; Serena Dell'Aversana, MD – Università degli Studi di Napoli "Federico II"; Silvia Pica, MD – Fondazione Istituto Di Ricovero e Cura a Carattere Scientifico (IRCCS) Policlinico San Matteo; Daniele Andreini, MD, PhD – Centro Cardiologico Monzino; Andrea Igoren Guaricci, MD – Università degli Studi di Bari; Andrea Baggiano, MD – Centro Cardiologico Monzino; Saima Mushtaq, MD – Centro Cardiologico Monzino; Edoardo Conte, MD – Centro Cardiologico Monzino; Andrea Annoni, MD – Centro Cardiologico Monzino; Alberto Formenti, MD – Centro Cardiologico Monzino; Elisabetta Mancini, MD – Centro Cardiologico Monzino; Paola Gripari, MD, PhD – Centro Cardiologico Monzino, IRCCS; Mark Rabbat, MD – Loyola University Medical Center; Mauro Pepi, MD – Centro Cardiologico Monzino, IRCCS, Milan ITALY; Gianluca Pontone, MD, PhD – Centro Cardiologico Monzino