Kidney segmentation in renal magnetic resonance imaging-current status and prospects
Magnetic resonance imaging has achieved an increasingly important role in the clinical
work-up of renal diseases such chronic kidney disease (CKD). A large panel of parameters …
work-up of renal diseases such chronic kidney disease (CKD). A large panel of parameters …
Renal MRI: from nephron to NMR signal
Renal diseases pose a significant socio‐economic burden on healthcare systems. The
development of better diagnostics and prognostics is well‐recognized as a key strategy to …
development of better diagnostics and prognostics is well‐recognized as a key strategy to …
[HTML][HTML] Automated imaging-based abdominal organ segmentation and quality control in 20,000 participants of the UK Biobank and German National Cohort Studies
Large epidemiological studies such as the UK Biobank (UKBB) or German National Cohort
(NAKO) provide unprecedented health-related data of the general population aiming to …
(NAKO) provide unprecedented health-related data of the general population aiming to …
Multi-input Unet model based on the integrated block and the aggregation connection for MRI brain tumor segmentation
L Fang, X Wang - Biomedical Signal Processing and Control, 2023 - Elsevier
With the growth of data information and the development of computer equipment, it is
extremely time-consuming and laborious to rely on the traditional manual segmentation of …
extremely time-consuming and laborious to rely on the traditional manual segmentation of …
[HTML][HTML] Artifact-free fat-water separation in Dixon MRI using deep learning
N Basty, M Thanaj, M Cule, EP Sorokin, Y Liu… - Journal of Big Data, 2023 - Springer
Chemical-shift encoded MRI (CSE-MRI) is a widely used technique for the study of body
composition and metabolic disorders, where derived fat and water signals enable the …
composition and metabolic disorders, where derived fat and water signals enable the …
Deep-learning-based ensemble method for fully automated detection of renal masses on magnetic resonance images
Purpose Accurate detection of small renal masses (SRM) is a fundamental step for
automated classification of benign and malignant or indolent and aggressive renal tumors …
automated classification of benign and malignant or indolent and aggressive renal tumors …
MIMIR: deep regression for automated analysis of UK Biobank MRI Scans
T Langner, A Martínez Mora, R Strand… - Radiology: Artificial …, 2022 - pubs.rsna.org
UK Biobank (UKB) has recruited more than 500 000 volunteers from the United Kingdom,
collecting health-related information on genetics, lifestyle, blood biochemistry, and more …
collecting health-related information on genetics, lifestyle, blood biochemistry, and more …
[HTML][HTML] Uncertainty-aware body composition analysis with deep regression ensembles on UK Biobank MRI
Along with rich health-related metadata, medical images have been acquired for over
40,000 male and female UK Biobank participants, aged 44–82, since 2014. Phenotypes …
40,000 male and female UK Biobank participants, aged 44–82, since 2014. Phenotypes …
[HTML][HTML] Better together: data harmonization and cross-study analysis of abdominal MRI data from UK biobank and the German National Cohort
Objectives The UK Biobank (UKBB) and German National Cohort (NAKO) are among the
largest cohort studies, capturing a wide range of health-related data from the general …
largest cohort studies, capturing a wide range of health-related data from the general …
[HTML][HTML] The interaction of genetics and physical activity in the pathogenesis of metabolic dysfunction associated liver disease
Genetic variants associated with increased liver fat and volume have been reported, but
whether physical activity (PA) can attenuate the impact of genetic susceptibility to these traits …
whether physical activity (PA) can attenuate the impact of genetic susceptibility to these traits …