[HTML][HTML] Magnetic resonance imaging techniques for the quantitative analysis of skeletal muscle: state of the art
Background Magnetic resonance imaging (MRI) is the dominant 3D imaging modality to
quantify muscle properties in skeletal muscle disorders, in inherited and acquired muscle …
quantify muscle properties in skeletal muscle disorders, in inherited and acquired muscle …
[HTML][HTML] Artificial intelligence and abdominal adipose tissue analysis: a literature review
Body composition imaging relies on assessment of tissues composition and distribution.
Quantitative data provided by body composition imaging analysis have been linked to …
Quantitative data provided by body composition imaging analysis have been linked to …
Automated deep learning–based segmentation of abdominal adipose tissue on Dixon MRI in adolescents: a prospective population-based study
BACKGROUND. The prevalence of childhood obesity has increased significantly worldwide,
highlighting a need for accurate noninvasive quantification of body fat distribution in …
highlighting a need for accurate noninvasive quantification of body fat distribution in …
Analysis of volume and topography of adipose tissue in the trunk: Results of MRI of 11,141 participants in the German National Cohort
This research addresses the assessment of adipose tissue (AT) and spatial distribution of
visceral (VAT) and subcutaneous fat (SAT) in the trunk from standardized magnetic …
visceral (VAT) and subcutaneous fat (SAT) in the trunk from standardized magnetic …
Abdominal fat quantification using convolutional networks
D Schneider, T Eggebrecht, A Linder, N Linder… - European …, 2023 - Springer
Objectives To present software for automated adipose tissue quantification of abdominal
magnetic resonance imaging (MRI) data using fully convolutional networks (FCN) and to …
magnetic resonance imaging (MRI) data using fully convolutional networks (FCN) and to …
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 …
More than skin-deep: visceral fat is strongly associated with disease activity, function and metabolic indices in psoriatic disease
T Blake, NJ Gullick, CE Hutchinson, A Bhalerao… - Arthritis Research & …, 2023 - Springer
Objective To compare body composition between patients with psoriatic disease (PsD),
including cutaneous psoriasis (PsO) and psoriatic arthritis (PsA), and controls, and to …
including cutaneous psoriasis (PsO) and psoriatic arthritis (PsA), and controls, and to …
Clinical artificial intelligence applications in radiology: chest and abdomen
S Lee, RM Summers - Radiologic Clinics, 2021 - radiologic.theclinics.com
How wonderful would it be if an automated assistant would go through our daily chest
radiographs and sort out the ones that need our immediate attention; or maybe pick out the …
radiographs and sort out the ones that need our immediate attention; or maybe pick out the …
GA-Net: A geographical attention neural network for the segmentation of body torso tissue composition
J Dai, T Liu, DA Torigian, Y Tong, S Han, P Nie… - Medical Image …, 2024 - Elsevier
Purpose Body composition analysis (BCA) of the body torso plays a vital role in the study of
physical health and pathology and provides biomarkers that facilitate the diagnosis and …
physical health and pathology and provides biomarkers that facilitate the diagnosis and …
Automated segmentation of visceral, deep subcutaneous, and superficial subcutaneous adipose tissue volumes in MRI of neonates and young children
YM Kway, K Thirumurugan, MT Tint… - Radiology: Artificial …, 2021 - pubs.rsna.org
Purpose To develop and evaluate an automated segmentation method for accurate
quantification of abdominal adipose tissue (AAT) depots (superficial subcutaneous adipose …
quantification of abdominal adipose tissue (AAT) depots (superficial subcutaneous adipose …