Is attention all you need in medical image analysis? A review

G Papanastasiou, N Dikaios, J Huang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Medical imaging is a key component in clinical diagnosis, treatment planning and clinical
trial design, accounting for almost 90% of all healthcare data. CNNs achieved performance …

Hybrid PET/MR imaging in myocardial inflammation post-myocardial infarction

B Wilk, G Wisenberg, R Dharmakumar… - Journal of Nuclear …, 2020 - Springer
Hybrid PET/MR imaging is an emerging imaging modality combining positron emission
tomography (PET) and magnetic resonance imaging (MRI) in the same system. Since the …

MRI and CT coronary angiography in survivors of COVID-19

T Singh, TA Kite, SS Joshi, NB Spath, L Kershaw… - Heart, 2022 - heart.bmj.com
Objectives To determine the contribution of comorbidities on the reported widespread
myocardial abnormalities in patients with recent COVID-19. Methods In a prospective two …

Early left ventricular microvascular dysfunction in diabetic pigs: a longitudinal quantitative myocardial perfusion CMR study

L Jiang, WF Yan, L Zhang, HY Xu, YK Guo… - Cardiovascular …, 2024 - Springer
Background Microvascular pathology is one of the main characteristics of diabetic
cardiomyopathy; however, the early longitudinal course of diabetic microvascular …

Manganese-enhanced magnetic resonance imaging in dilated cardiomyopathy and hypertrophic cardiomyopathy

NB Spath, T Singh, G Papanastasiou… - European Heart …, 2021 - academic.oup.com
Aims The aim of this study is to quantify altered myocardial calcium handling in non-
ischaemic cardiomyopathy using magnetic resonance imaging. Methods and results …

[HTML][HTML] Quantitative assessment of myocardial blood flow in coronary artery disease by cardiovascular magnetic resonance: comparison of Fermi and distributed …

G Papanastasiou, MC Williams, MR Dweck… - Journal of …, 2016 - Elsevier
Background Mathematical modeling of perfusion cardiovascular magnetic resonance (CMR)
data allows absolute quantification of myocardial blood flow and can potentially improve the …

Detection of Myocardial Ischemia Using Cardiovascular MRI Stress T1 Map**: A Miniature-Swine Validation Study

B Zhuang, C Cui, J He, J Xu, G Yin, X Duan… - Radiology …, 2023 - pubs.rsna.org
Purpose To assess the efficacy of cardiac MRI stress T1 map** in detecting ischemic and
infarcted myocardium in a miniature-swine model, using pathologic findings as the reference …

Multimodality Quantitative Assessments of Myocardial Perfusion Using Dynamic Contrast Enhanced Magnetic Resonance and 15O-Labeled Water Positron Emission …

G Papanastasiou, MC Williams… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Kinetic modeling of myocardial perfusion imaging data allows the absolute quantification of
myocardial blood flow (MBF) and can improve the diagnosis and clinical assessment of …

Measurement of extracellular volume and transit time heterogeneity using contrast‐enhanced myocardial perfusion MRI in patients after acute myocardial infarction

KP Kunze, C Rischpler, C Hayes… - Magnetic …, 2017 - Wiley Online Library
Purpose To assess the ability of dynamic contrast‐enhanced myocardial perfusion MRI to
measure extracellular volume (ECV) and to investigate the possibility of estimating capillary …

MRI detects tubulointerstitial changes in mouse models of radiation‐induced nephropathy

J Stabinska, J Piccolo, A Chhabra… - Magnetic resonance …, 2025 - Wiley Online Library
Purpose We hypothesized that radiation‐induced tubulointerstitial changes in the kidney
can be assessed using MRI‐based T2 relaxation time measurements. Methods We …