Vertebral body insufficiency fractures: detection of vertebrae at risk on standard CT images using texture analysis and machine learning
Purpose To evaluate the diagnostic performance of bone texture analysis (TA) combined
with machine learning (ML) algorithms in standard CT scans to identify patients with …
with machine learning (ML) algorithms in standard CT scans to identify patients with …
Texture analysis of cardiac cine magnetic resonance imaging to detect nonviable segments in patients with chronic myocardial infarction
A Larroza, MP López‐Lereu, JV Monmeneu… - Medical …, 2018 - Wiley Online Library
Purpose To investigate the ability of texture analysis to differentiate between infarcted
nonviable, viable, and remote segments on cardiac cine magnetic resonance imaging (MRI) …
nonviable, viable, and remote segments on cardiac cine magnetic resonance imaging (MRI) …
A computed tomography-based radiomics nomogram for predicting osteoporotic vertebral fractures: a longitudinal study
M Wang, X Chen, W Cui, X Wang, N Hu… - The Journal of …, 2023 - academic.oup.com
Context Fractures are a serious consequence of osteoporosis in older adults. However, few
longitudinal studies have shown the role of computed tomography (CT)-based radiomics in …
longitudinal studies have shown the role of computed tomography (CT)-based radiomics in …
Magnetic resonance imaging radiomic feature analysis of radiation-induced femoral head changes in prostate cancer radiotherapy
Background and Purpose: As a feasible approach, radiotherapy has a great role in prostate
cancer (Pca) management. However, Pca patients have an increased risk of femoral head …
cancer (Pca) management. However, Pca patients have an increased risk of femoral head …
[HTML][HTML] Bone texture analysis for prediction of incident radiographic hip osteoarthritis using machine learning: data from the Cohort Hip and Cohort Knee (CHECK) …
Objective To assess the ability of radiography-based bone texture variables in proximal
femur and acetabulum to predict incident radiographic hip osteoarthritis (rHOA) over a 10 …
femur and acetabulum to predict incident radiographic hip osteoarthritis (rHOA) over a 10 …
CT texture analysis predicts abdominal aortic aneurysm post-endovascular aortic aneurysm repair progression
N Ding, Y Hao, Z Wang, X Xuan, L Kong, H Xue… - Scientific Reports, 2020 - nature.com
The aim of this study is to investigate the role of early postoperative CT texture analysis in
aneurysm progression. Ninety-nine patients who had undergone post-endovascular …
aneurysm progression. Ninety-nine patients who had undergone post-endovascular …
[HTML][HTML] Quantification of differences in bone texture from plain radiographs in knees with and without osteoarthritis
Objective To quantify differences in bone texture between subjects with different stages of
knee osteoarthritis (OA) and age-and gender-matched controls from plain radiographs using …
knee osteoarthritis (OA) and age-and gender-matched controls from plain radiographs using …
Vertebral trabecular bone texture analysis in opportunistic MRI and CT scan can distinguish patients with and without osteoporotic vertebral fracture: A preliminary …
F Poullain, P Champsaur, V Pauly, P Knoepflin… - European Journal of …, 2023 - Elsevier
Purpose To investigate the potential of texture parameters from opportunistic MRI and CT for
the detection of patients with vertebral fragility fracture, to design a decision tree and to …
the detection of patients with vertebral fragility fracture, to design a decision tree and to …
Cost-effectiveness of virtual bone strength testing in osteoporosis screening programs for postmenopausal women in the United States
Purpose To investigate whether assessment of bone strength with quantitative computed
tomography (CT) in combination with dual-energy x-ray absorptiometry (DXA) is cost …
tomography (CT) in combination with dual-energy x-ray absorptiometry (DXA) is cost …
Anorexia nervosa: analysis of trabecular texture with CT
Purpose To determine indexes of skeletal integrity by using computed tomographic (CT)
trabecular texture analysis of the lumbar spine in patients with anorexia nervosa and normal …
trabecular texture analysis of the lumbar spine in patients with anorexia nervosa and normal …