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Magnetic resonance based quantitative assessment of myocardial microvascular and microstructural function using STEAM-tIVIM

Lead Research Organisation: Imperial College London
Department Name: National Heart and Lung Institute

Abstract

An inadequate blood supply to the heart, often causing chest pain during exercise, is typically caused by narrowing of the blood vessels that supply the heart muscle. However, in around half of these patients no severe narrowing is visible in pictures of the vessels and the pain is often due to disease in the microscopic blood vessels of the heart. This condition is known as microvascular dysfunction. We will develop a new type of MRI scan known as STEAM-tIVIM that provides information on both the blood flow in the microscopic vessels and the microscopic structure of the heart muscle. This method detects the random movement of water molecules as they move around inside and outside the cells of our bodies. As the microscopic vessels of the heart have many twists and turns in a short distance, the movement of blood appears random and can also be detected with STEAM-tIVIM. We will be able to detect the direction of blood flow and the direction that the brick-like muscle cells are pointing in. No other method exists that provides this information without removing a piece of the heart and studying it under a microscope. Our MRI technique uses no radiation or injection of dyes.

We will assess how sensitive our MRI scan is to changes in blood flow by adding microscopic blood vessels to a computer model of the heart muscle on a microscopic scale that we have developed. This model will tell us what the smallest change in blood flow that we will be able to detect using our scans is and what the scanner settings for the highest sensitivity will be.

We will programme the MRI scanner to collect the data and turn this stream of numbers into the pictures showing how measures such as the flow of blood within microscopic blood vessels, how much blood is in the vessels and the direction of the blood vessels vary across the heart. From these same scans, other pictures will show how the heart muscle cells are aligned. Our programmes will be tested using our computer model, then by scanning test objects (bottles of water-based liquids) and then 10 volunteers to check how well the scans work in a beating heart. These scans take around 1 hour, there is no radiation and we monitor the heartbeat using an ECG to allow us scan in the part of the heartbeat when the heart is moving least.

To confirm how sensitive the MRI scan pictures are to changes in the flow of blood through the microscopic blood vessels we will scan pigs' hearts. The hearts come from butchered pigs and would otherwise be thrown away. We will pump blood-like liquid through the vessels of the pig hearts while we scan. By varying the flow of liquid we can check how sensitive our methods are. We will also add a medicine to the liquid which makes arteries wider in healthy hearts, mimicking exercise to check that we can detect the extra blood in the heart with our MRI scan pictures when we give this medicine. Our new MRI scan will be compared to another type of MRI scan that is available at the moment, but needs injection of a dye into the heart so is not possible in some patients. Scientists are also concerned about the build-up of this dye in the body when patients have many scans using it.

Finally, we will check that the MRI scan can detect changes in blood flow in the heart muscle of patients with microvascular dysfunction. Many patients who doctors think have microvascular dysfunction have MRI scans as part of their normal care and we will invite them to come back for a second scan. In this second scan, we will run our new STEAM-tIVIM method twice, once while the patient is injected with the medicine used to simulate exercise. We will scan 20 patients and scan the same number of volunteers of a similar age and male to female ratio as the patients. We believe that when we simulate exercise, the increase in blood flow to the heart muscle measured in patients will be smaller than in the volunteers.

Publications

10 25 50

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Barbaroux H (2025) DENSE-SIM: A modular pipeline for the evaluation of cine DENSE images with sub-voxel ground-truth strain. in Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance

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Garza-Villarreal EA (2024) Ethical considerations of preclinical models in imaging research. in Magnetic resonance in medicine

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Lim E (2025) Adenosine stress STEAM-IVIM: optimised protocols and preliminary results in Journal of Cardiovascular Magnetic Resonance

 
Description Cardiac diffusion-weighted and tensor imaging: A consensus statement from the special interest group of the Society for Cardiovascular Magnetic Resonance
Geographic Reach Multiple continents/international 
Policy Influence Type Participation in a guidance/advisory committee
URL https://doi.org/10.1016/j.jocmr.2024.101109
 
Description Multi-centre Investigation of Cardiac Diffusion Tensor Imaging in Healthy Volunteers by SCMR Cardiac Diffusion Special Interest Group Network (SIGNET)
Geographic Reach Multiple continents/international 
Policy Influence Type Participation in a guidance/advisory committee
URL https://medicinehealth.leeds.ac.uk/faculty-/dir-record/research-projects/1836/multi-centre-investiga...
 
Description SCMR Diffusion Consensus statement
Geographic Reach Multiple continents/international 
Policy Influence Type Participation in a guidance/advisory committee
 
Description Clinical Cardiovascular Magnetic Resonance in a third of the time through robust Simultaneous Multi-Slice Parallel Imaging Technology
Amount £246,174 (GBP)
Funding ID NET24-100009 
Organisation Heart Research UK 
Sector Charity/Non Profit
Country United Kingdom
Start 12/2024 
End 12/2027
 
Description Equipment Grant
Amount £445,000 (GBP)
Organisation Royal Brompton & Harefield Hospitals Charity 
Sector Charity/Non Profit
Country United Kingdom
Start 02/2024 
End 02/2024
 
Description Equipment Grant
Amount £250,000 (GBP)
Organisation National Heart and Lung Institute Foundation 
Sector Charity/Non Profit
Country United Kingdom
Start 02/2024 
End 02/2024
 
Description ISMRM Trainee Stipend to Camila Munoz for the workshop "Moving Forward with Intravoxel Incoherent Motion Modeling for Diffusion-Weighted MRI: An Attempt at Consensus"
Amount $600 (USD)
Organisation International Society for Magnetic Resonance in Medicine (ISMRM) 
Sector Charity/Non Profit
Country United States
Start 03/2024 
End 04/2024
 
Description In vivo Cellular-level Human Cardiac Imaging
Amount $2,377,647 (USD)
Organisation Chan Zuckerberg Initiative 
Sector Private
Country United States
Start 03/2024 
End 03/2028
 
Description Myocardial microstructure dynamics in the clinic: robust multislice multiphase diffusion tensor cardiovascular magnetic resonance
Amount £121,469 (GBP)
Funding ID PhD24-100011 
Organisation Heart Research UK 
Sector Charity/Non Profit
Country United Kingdom
Start 09/2025 
End 04/2029
 
Description NHLI Travel Award to Camila Munoz
Amount £1,065 (GBP)
Organisation National Heart and Lung Institute Foundation 
Sector Charity/Non Profit
Country United Kingdom
Start 04/2024 
End 06/2024
 
Description NHLI Travel Award to Eun Ji Lim
Amount £1,000 (GBP)
Organisation National Heart and Lung Institute Foundation 
Sector Charity/Non Profit
Country United Kingdom
Start 04/2025 
End 05/2025
 
Description Next-Generation Diffusion Tensor Cardiovascular Magnetic Resonance to Characterise Cardiac Microstructure in Health and Disease
Amount £1,646,533 (GBP)
Funding ID RG/F/23/110115 
Organisation British Heart Foundation (BHF) 
Sector Charity/Non Profit
Country United Kingdom
Start 05/2024 
End 05/2029
 
Title 3D ex vivo diffusion tensor cardiovascular magnetic resonance 
Description 3 dimensional spatial encoding with diffusion encoding provides ultrahigh spatial resolution microstructural information across the whole myocardium in ex vivo samples. 
Type Of Material Technology assay or reagent 
Year Produced 2025 
Provided To Others? No  
Impact These methods provide the highest spatial resolution diffusion tensor data in whole large animal hearts. 
 
Title Cima.X scanner at RBH 
Description We secured funding, planned and had installed a new Siemens Cima.X scanner at the Royal Brompton Hospital for use in our DTCMR research. This scanner provides a 3-fold increase in maximum gradient strength providing substantial increases in imaging efficiency and/or spatial resolution. 
Type Of Material Improvements to research infrastructure 
Year Produced 2024 
Provided To Others? No  
Impact Initial results have shown 50% reductions in imaging voxel volume or the ability to image the whole heart in a research feasible protocol. 
 
Title DTCMR acquisition methods for ultrahigh gradient strength MRI scanners 
Description We have developed DTCMR sequences for the new Siemens Cima.X scanner installed at Royal Brompton Hospital January 2024. These sequences make full use of the ultrahigh gradient strength available. We developed similar sequences for the Siemens Connectom at University of Cardiff. 
Type Of Material Technology assay or reagent 
Year Produced 2024 
Provided To Others? No  
Impact These sequences reduce the echo time compared to comparable sequences on previous scanners, which has enabled increases in scan efficiency (shorter scans) and increases in spatial resolution. 
 
Title Flip back motion compensated spin echo diffusion tensor imaging 
Description Motion compensated spin echo methods benefit from a reduced field of view and interleaved multislice imaging. The flip back motion compensated spin echo method provides these advantages without the signal loss associated with the increased echo time that is typical for other similar techniques (e.g. 2D RF pulses) and is compatible with advanced fat suppression techniques. 
Type Of Material Technology assay or reagent 
Year Produced 2025 
Provided To Others? Yes  
Impact This technique provides improved signal to noise ratio over other similar techniques and we have demonstrated that this enables more efficient suppression of unwanted fat signals. The method was published in this abstract: Yaqing Luo, Pedro Ferreira, Dudley Pennell, Guang Yang, Sonia Nielles-Vallespin, Andrew D. Scott, Flip-back motion compensated spin echo imaging for reduced field of view multi-slice in vivo diffusion tensor cardiovascular magnetic resonance, Journal of Cardiovascular Magnetic Resonance, Volume 27, Supplement 1, 2025, https://doi.org/10.1016/j.jocmr.2024.101398. 
URL https://doi.org/10.1016/j.jocmr.2024.101398.
 
Title Higher order motion compensated spin echo imaging 
Description Higher order motion compensated spin echo imaging compensates for more complex motion during the diffusion encoding than more typical 2nd order motion compensation. 
Type Of Material Technology assay or reagent 
Year Produced 2025 
Provided To Others? Yes  
Impact More motion robust motion compensated spin echo imaging. Described in the abstract: Ke Wen, Rick Wage, Pedro Ferreira, Karl P. Kunze, Dudley Pennell, Andrew D. Scott, Sonia Nielles-Vallespin, Comparative evaluation of third-order motion-compensated in vivo diffusion tensor CMR across cardiac phases using an ultra-high-gradient strength clinical scanner, Journal of Cardiovascular Magnetic Resonance, Volume 27, Supplement 1, 2025, https://doi.org/10.1016/j.jocmr.2024.101266. 
URL https://doi.org/10.1016/j.jocmr.2024.101266
 
Title INDI - in vivo cardiac diffusion imaging tool 
Description INDI is an open source software tool developed in Python for post-processing in vivo cardiac diffusion tensor imaging data. 
Type Of Material Technology assay or reagent 
Year Produced 2024 
Provided To Others? Yes  
Impact INDI is the tool that will be used in the SIGNET international multicentre study of cardiac diffusion tensor imaging. The tool is open source and available online via Github (see below). 
URL https://github.com/ImperialCollegeLondon/INDI.git
 
Title Model of the effects of perfusion on DTCMR 
Description We developed computational models demonstrating the effects of blood flow in the microvasculature on typical DTCMR parameters obtained using multiple DTCMR sequences. Our model can be used to study variations in flow distribution, velocity, vascular fraction and temporal variations in flow. 
Type Of Material Model of mechanisms or symptoms - human 
Year Produced 2023 
Provided To Others? Yes  
Impact These results have informed our design of methods that can assess perfusion and diffusion simultaneously. They will also be used to inform design of methods for assessing the cardiac microstructure that are insensitive to perfusion 
 
Title Model of the effects of strain on measures obtained for diffusion tensor CMR 
Description Measures of microstructure obtained from diffusion tensor CMR are affected by the strain of the heart as it beats. We have developed Monte Carlo random walk based computational simulations of diffusion in a myocardium-like substrate with semi-permeable cell membranes and includes the effects of strain. 
Type Of Material Model of mechanisms or symptoms - human 
Year Produced 2024 
Provided To Others? No  
Impact None as yet, but these results will inform the interpretation of DTCMR measures obtained in vivo and guide the design of new acquisition strategies. 
 
Title Myocardial MR microscopy 
Description Myocardial MR microscopy uses ultrahigh resolution acquisitions to provide direct assessment of the myocardial microstructure. Unlike diffusion based measures of microstructure, MR microscopy allows direct visualisation of the microstructure in the magnitude images. 
Type Of Material Technology assay or reagent 
Year Produced 2025 
Provided To Others? Yes  
Impact The method provides an alternative to diffusion tensor or histological assessment of the microstructure over the whole heart. The method is described in the following abstract: Munoz C, di Biase A, McCarthy KP, Kunze KP, Speier P, Krug A, Pennell DJ, Scott AD, Ferreira PF, Nielles-Vallepin S. Whole-heart MR microscopy with ultrahigh gradient strength clinical MRI scanner. In Proceedings of the SCMR 28th Annual Scientific Sessions, Washington DC, Jan 2025. https://www.sciencedirect.com/science/article/pii/S1097664724014224 
URL https://www.sciencedirect.com/science/article/pii/S1097664724014224
 
Title One-step simultaneous multislice reconstruction for DTCMR 
Description Developed a novel one-step reconstruction framework for Cardiac Magnetic Resonance (CMR) using Simultaneous Multi-Slice (SMS) imaging with in-plane acceleration to improve imaging efficiency while suppressing leakage artifacts. Implemented an innovative extended controlled aliasing and calibration technique, comprising data upsampling, null space operator learning, and constrained optimization, as a tangible tool for one-step SMS CMR. 
Type Of Material Technology assay or reagent 
Year Produced 2024 
Provided To Others? No  
Impact Compared to conventional methods, the proposed method showcased robust artifact suppression and improved quantification accuracy. 
 
Title STEAM DTCMR sequence 
Description STEAM provides robust microstructural assessment of the myocardium in multiple cardiac phases on standard performance gradient hardware. 
Type Of Material Technology assay or reagent 
Year Produced 2024 
Provided To Others? Yes  
Impact The sequence is available on the Siemens Teamplay platform to groups participating in the SIGNET international multicentre study of cardiac diffusion tensor imaging. 
URL https://www.siemens-healthineers.com/en-uk/digital-health-solutions/teamplay-digital-health-platform
 
Title STEAM-IVIM 
Description Novel MRI sequence to enable the acquisition of STEAM IVIM data with phase cycling. Sequence developed for Siemens 3T scanner, software version XA31, by Camila Munoz. This sequence provide simultaneous assessment of microvascular function and cardiac microstructure. 
Type Of Material Physiological assessment or outcome measure 
Year Produced 2024 
Provided To Others? Yes  
Impact We were able to provide the first simultaneous measures of cardiac microvascular perfusion and microstructure in 20 healthy volunteers. 
 
Title INDI - in vivo diffusion imaging tool 
Description INDI is an open source tool written in Python for post-processing cardiac diffusion tensor imaging data acquired in vivo. 
Type Of Material Data analysis technique 
Year Produced 2024 
Provided To Others? Yes  
Impact INDI will be used for the SIGNET international study of cardiac diffusion tensor imaging reproducibility. INDI is freely available at the Github page provided below. 
URL https://github.com/ImperialCollegeLondon/INDI.git
 
Title STEAM IVIM data in healthy volunteers 
Description 20 complete STEAM IVIM acquisitions in a mid-ventricular short axis slice were acquired at peak systole. Data were processed to provide microstructural measures and microvascular assessment. Data were acquired in healthy volunteers. Ethical approval and the need for data sharing agreements limits the ability to readily share this dataset. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? No  
Impact Demonstrates the potential of STEAM-IVIM to simultaneously assess the microvasculature and the microstructure. A publication is due to be submitted Q2 2024. 
 
Description Cardiac diffusion simulations of advanced encoding waveforms 
Organisation Stanford University
Country United States 
Sector Academic/University 
PI Contribution Our team is providing, using and adapting Monte Carlo random walk methods for simulating the diffusion of water molecules within the cardiac microstructure. The simulations take a virtual microstructure simulate the diffusion, perfusion, strain and imaging, demonstrating the sensitivity of the developed imaging techniques to changes in microstructure, perfusion and strain.
Collaborator Contribution Professor Daniel Ennis and his team at Stanford University are providing advanced diffusion encoding waveforms that are less sensitive to cardiac motion and more time efficient on high performance MRI scanners, such as the Siemens Cima system available at the Royal Brompton Hospital and NHLI, Imperial College.
Impact This project is in the initial planning stages. A visit is planned by one of our researchers to Stanford.
Start Year 2025
 
Description Cima Users group 
Organisation Texas A&M University-Central Texas
Country United States 
Sector Academic/University 
PI Contribution We will be collaborating with Dr Roderic Pettrigrew and the group of researchers that he is developing to ensure that we use the new Siemens Cima.X scanner to it's full potential. We will be sharing our experience and providing guidance to other groups on how to make best use of the ultrahigh strength gradient system and avoid any associated artefacts.
Collaborator Contribution Similar to our contribution, we hope to learn from the other groups in this collaboration.
Impact The first meeting occurred as part of the SCMR 2024 meeting in February in London.
Start Year 2024
 
Description Investigation of DMD related myocardial microstructure changes using DTCMR 
Organisation Royal Veterinary College (RVC)
Country United Kingdom 
Sector Academic/University 
PI Contribution We are providing techniques (sequences, reconstruction methods and post-processing) and expertise in both in-vivo and ex-vivo diffusion tensor CMR.
Collaborator Contribution - Ex-vivo DMD and wild type hearts from a colony of carrier dogs, for development and provision of pilot data. - Access to in vivo scanning of DMD and wild type hearts using DT-CMR methods.
Impact Application for funding underway. Pilot data acquired in 2 ex-vivo heatrts.
Start Year 2024
 
Description Multi-centre Investigation of Repeatability and Reproducibility in Cardiac DTI in Healthy Volunteers 
Organisation Boston Children's Hospital
Country United States 
Sector Hospitals 
PI Contribution We are part of the core team in charge of designing and coordinating the study. We will be one of the central sites involved in recruiting travelling volunteers, collecting data, and analysing data.
Collaborator Contribution Our partners are part of the same core team with the same responsibilities.
Impact Sequence setup and internal validation - completed Travelling/non-travelling volunteer sites - identified Choice of phantom - confirmed Ethics application - ready for submission
Start Year 2023
 
Description Multi-centre Investigation of Repeatability and Reproducibility in Cardiac DTI in Healthy Volunteers 
Organisation Cleveland Clinic
Country United States 
Sector Hospitals 
PI Contribution We are part of the core team in charge of designing and coordinating the study. We will be one of the central sites involved in recruiting travelling volunteers, collecting data, and analysing data.
Collaborator Contribution Our partners are part of the same core team with the same responsibilities.
Impact Sequence setup and internal validation - completed Travelling/non-travelling volunteer sites - identified Choice of phantom - confirmed Ethics application - ready for submission
Start Year 2023
 
Description Multi-centre Investigation of Repeatability and Reproducibility in Cardiac DTI in Healthy Volunteers 
Organisation University Hospital Zürich
Country Switzerland 
Sector Hospitals 
PI Contribution We are part of the core team in charge of designing and coordinating the study. We will be one of the central sites involved in recruiting travelling volunteers, collecting data, and analysing data.
Collaborator Contribution Our partners are part of the same core team with the same responsibilities.
Impact Sequence setup and internal validation - completed Travelling/non-travelling volunteer sites - identified Choice of phantom - confirmed Ethics application - ready for submission
Start Year 2023
 
Description Multi-centre Investigation of Repeatability and Reproducibility in Cardiac DTI in Healthy Volunteers 
Organisation University of Leeds
Department Leeds School of Medicine
Country United Kingdom 
Sector Academic/University 
PI Contribution We are part of the core team in charge of designing and coordinating the study. We will be one of the central sites involved in recruiting travelling volunteers, collecting data, and analysing data.
Collaborator Contribution Our partners are part of the same core team with the same responsibilities.
Impact Sequence setup and internal validation - completed Travelling/non-travelling volunteer sites - identified Choice of phantom - confirmed Ethics application - ready for submission
Start Year 2023
 
Description SCMR diffusion working group 
Organisation Boston Children's Hospital
Country United States 
Sector Hospitals 
PI Contribution We have organised meetings, presented at meetings and contributed to multicentre studies and consensus statements.
Collaborator Contribution Similar to our contributions.
Impact Consensus paper on cardiac diffusion imaging under review. A multicentre reproducibility study is in the planning stages.
Start Year 2014
 
Description SCMR diffusion working group 
Organisation Cleveland Clinic
Country United States 
Sector Hospitals 
PI Contribution We have organised meetings, presented at meetings and contributed to multicentre studies and consensus statements.
Collaborator Contribution Similar to our contributions.
Impact Consensus paper on cardiac diffusion imaging under review. A multicentre reproducibility study is in the planning stages.
Start Year 2014
 
Description SCMR diffusion working group 
Organisation ETH Zurich
Country Switzerland 
Sector Academic/University 
PI Contribution We have organised meetings, presented at meetings and contributed to multicentre studies and consensus statements.
Collaborator Contribution Similar to our contributions.
Impact Consensus paper on cardiac diffusion imaging under review. A multicentre reproducibility study is in the planning stages.
Start Year 2014
 
Description SCMR diffusion working group 
Organisation Stanford University
Country United States 
Sector Academic/University 
PI Contribution We have organised meetings, presented at meetings and contributed to multicentre studies and consensus statements.
Collaborator Contribution Similar to our contributions.
Impact Consensus paper on cardiac diffusion imaging under review. A multicentre reproducibility study is in the planning stages.
Start Year 2014
 
Description SCMR diffusion working group 
Organisation University of Leeds
Country United Kingdom 
Sector Academic/University 
PI Contribution We have organised meetings, presented at meetings and contributed to multicentre studies and consensus statements.
Collaborator Contribution Similar to our contributions.
Impact Consensus paper on cardiac diffusion imaging under review. A multicentre reproducibility study is in the planning stages.
Start Year 2014
 
Description Siemens Healthineers 
Organisation Siemens Healthcare
Country Germany 
Sector Private 
PI Contribution - Providing feedback and data from prototype and works in progress techniques provided by Siemens. - Development of DT-CMR methods (sequences and reconstructions) and provision of these sequences and data to Siemens. - Sharing of DT-CMR methods with other sites via the Siemens Teamplay site.
Collaborator Contribution - Provision of source code for sequences and reconstruction methods. - Support for development of sequences and reconstructions methods in the IDEA platform. - Testing of sequences on in-house scanners at the Siemens factory Erlangen, Germany.
Impact - STEAM DT-CMR sequences shared via Teamplay site for the imminent multi-centre reproducibility of cardiac diffusion tensor imaging study - Abstracts and papers with Siemens healthcare co-authors. e.g. Barbaroux et al. https://doi.org/10.1016/j.jocmr.2025.101866 Huo et al. DOI: 10.1002/mrm.30012 Barbaroux et al. DOI: 10.1186/s12968-023-00927-y Wen et al. https://doi.org/10.1016/j.jocmr.2024.101266
 
Description Siemens Healthineers - STEAM IVIM 
Organisation Siemens AG
Country Germany 
Sector Private 
PI Contribution We have developed STEAM IVIM sequences and reconstruction methods for Siemens scanners using their IDEA environment. These sequences will be made available to Siemens at the appropriate time.
Collaborator Contribution Siemens provides source code for selected product sequences and support with technical issues.
Impact We have acquired STEAM IVIM in 20 healthy volunteers to demonstrate the ability of the technique to simultaneously obtain information on microvasculature and microstructure. This work has been published as: Camila Munoz, Eunji Lim, Pedro F. Ferreira, Dudley J. Pennell, Sonia Nielles-Vallespin, Andrew D. Scott, Simultaneous non-contrast assessment of cardiac microstructure and perfusion in vivo in the human heart, Journal of Cardiovascular Magnetic Resonance, Volume 27, Issue 1, 2025 https://doi.org/10.1016/j.jocmr.2024.101129.
Start Year 2022
 
Description Simulations of DENSE 
Organisation Stanford University
Country United States 
Sector Academic/University 
PI Contribution - Development of existing simulations of DENSE to incorporate more details of the image acquisition, motion models and input cardiac geometries. - Demonstration of the use of these simulations in assessing the accuracy of commonly used DENSE analysis techniques.
Collaborator Contribution Professor Daniel Ennis' team provided the original methods for simulating DENSE acquisitions of the heart.
Impact Paper and abstracts: Hugo Barbaroux, Michael Loecher, Yannick Brackenier, Karl P. Kunze, Radhouene Neji, Dudley J. Pennell, Daniel B. Ennis, Sonia Nielles-Vallespin, Andrew D. Scott, Alistair A. Young, DENSE-SIM: A modular pipeline for the evaluation of cine DENSE images with sub-voxel ground-truth strain, Journal of Cardiovascular Magnetic Resonance, 2025, https://doi.org/10.1016/j.jocmr.2025.101866. Hugo Barbaroux, Michael Loecher, Karl P. Kunze, Daniel B. Ennis, Sonia Nielles-Vallespin, Andrew D. Scott, Alistair Young, Validating DENSE strain using synthetic data from a modular simulation pipeline, Journal of Cardiovascular Magnetic Resonance, Volume 27, Supplement 1, 2025, https://doi.org/10.1016/j.jocmr.2024.101391.
Start Year 2022
 
Title DENSE-Sim 
Description Simulation of DENSE methods for measuring myocardial strain. 
Type Of Technology Software 
Year Produced 2025 
Open Source License? Yes  
Impact Publication: Hugo Barbaroux, Michael Loecher, Yannick Brackenier, Karl P. Kunze, Radhouene Neji, Dudley J. Pennell, Daniel B. Ennis, Sonia Nielles-Vallespin, Andrew D. Scott, Alistair A. Young, DENSE-SIM: A modular pipeline for the evaluation of cine DENSE images with sub-voxel ground-truth strain, Journal of Cardiovascular Magnetic Resonance, 2025, https://doi.org/10.1016/j.jocmr.2025.101866. 
 
Title INDI 
Description INDI is an open source tool developed in Python for post processing of in vivo diffusion tensor cardiovascular magnetic resonance data. 
Type Of Technology Software 
Year Produced 2024 
Open Source License? Yes  
Impact INDI will be used in the SIGNET international study of diffusion tensor cardiovascular magnetic resonance reproducibility. 
URL https://github.com/ImperialCollegeLondon/INDI.git
 
Description Dudley Pennell British Society of Cardiovascular Magnetic Resonance 2024 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Professor Pennell was invited to give a talk at the 2024 BSCMR meeting on diffusion tensor imaging in the heart.
Year(s) Of Engagement Activity 2024
 
Description Dudley Pennell Post-Graduate Course on Heart Failure 2025 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Professor Pennell delivered a lecture on diffusion tensor imaging in the heart to the Annual Post-Graduate Course on Heart Failure, London.
Year(s) Of Engagement Activity 2025
URL https://www.zhh.ch/en/postgraduate-course-heart-failure-london
 
Description Dudley Pennell Royal Society of Medicine 2024 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Professor Pennell was invited to deliver a lecture on diffusion tensor imaging in the heart to the Royal Society of Medicine.
Year(s) Of Engagement Activity 2024
 
Description Dudley Pennell The National University of Singapore 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Professor Pennell was invited to delivery a lecture at the National University of Singapore, December 2024 on the subject of diffusion tensor imaging of the heart.
Year(s) Of Engagement Activity 2024
 
Description School visit (London) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact 2 groups of school children (year 4-6) attended a workshop on cardiac MRI at their school during science week, led by Andrew Scott.
Year(s) Of Engagement Activity 2023