Vertebral body insufficiency fractures: detection of vertebrae at risk on standard CT images using texture analysis and machine learning

UJ Muehlematter, M Mannil, AS Becker, KN Vokinger… - European …, 2019 - Springer
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 …

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) …

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 …

Magnetic resonance imaging radiomic feature analysis of radiation-induced femoral head changes in prostate cancer radiotherapy

H Abdollahi, SR Mahdavi, I Shiri, B Mofid… - Journal of cancer …, 2019 - journals.lww.com
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 …

[HTML][HTML] Bone texture analysis for prediction of incident radiographic hip osteoarthritis using machine learning: data from the Cohort Hip and Cohort Knee (CHECK) …

J Hirvasniemi, WP Gielis, S Arbabi, R Agricola… - Osteoarthritis and …, 2019 - Elsevier
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 …

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 …

[HTML][HTML] Quantification of differences in bone texture from plain radiographs in knees with and without osteoarthritis

J Hirvasniemi, J Thevenot, V Immonen… - Osteoarthritis and …, 2014 - Elsevier
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 …

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 …

Cost-effectiveness of virtual bone strength testing in osteoporosis screening programs for postmenopausal women in the United States

CA Agten, AJ Ramme, S Kang, S Honig, G Chang - Radiology, 2017 - pubs.rsna.org
Purpose To investigate whether assessment of bone strength with quantitative computed
tomography (CT) in combination with dual-energy x-ray absorptiometry (DXA) is cost …

Anorexia nervosa: analysis of trabecular texture with CT

A Tabari, M Torriani, KK Miller, A Klibanski, MK Kalra… - Radiology, 2017 - pubs.rsna.org
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 …