Accelerating DT-CMR with Deep Learning-based Tensor De-noising and Breath Hold Reduction

• Michael Tanzer, MSc, BSc,
• Andrew Scott, PhD, FSCMR,
• Zohya Khalique, MD, PhD,
• Maria Dwornik, PhD,
• Ramyah Rajakulasingam, MD,
• Ranil de Silva, MD, PhD,
• Dudley Pennell, MD, PhD,
• Pedro Ferreira, PhD,
• Guang Yang, PhD,
• Daniel Rueckert, PhD,
• Sonia Nielles-Vallespin, PhD

Affiliations

Michael Tanzer, MSc, BSc

Imperial College London

Andrew Scott, PhD, FSCMR

Royal Brompton Hospital and Imperial College London, London

Zohya Khalique, MD, PhD

Royal Brompton Hospital and Imperial College London, London

Maria Dwornik, PhD

National Heart and Lung Institute, Imperial College London

Ramyah Rajakulasingam, MD

Royal Brompton Hospital and Imperial College London, London

Ranil de Silva, MD, PhD

Royal Brompton Hospital and Imperial College London, London

Dudley Pennell, MD, PhD

Imperial College London

Pedro Ferreira, PhD

Royal Brompton Hospital and Imperial College London, London

Guang Yang, PhD

Imperial College London

Daniel Rueckert, PhD

Technical University of Munich

Sonia Nielles-Vallespin, PhD

Royal Brompton Hospital