Osteoporosis prediction for trabecular bone using machine learning: a review
Trabecular bone holds the utmost importance due to its significance regarding early bone
loss. Diseases like osteoporosis greatly affect the structure of the Trabecular bone which …
loss. Diseases like osteoporosis greatly affect the structure of the Trabecular bone which …
MRI assessment of bone structure and microarchitecture
G Chang, S Boone, D Martel… - Journal of Magnetic …, 2017 - Wiley Online Library
Osteoporosis is a disease of weak bone and increased fracture risk caused by low bone
mass and microarchitectural deterioration of bone tissue. The standard‐of‐care test used to …
mass and microarchitectural deterioration of bone tissue. The standard‐of‐care test used to …
Segmentation of the proximal femur from MR images using deep convolutional neural networks
CM Deniz, S Xiang, RS Hallyburton, A Welbeck… - Scientific reports, 2018 - nature.com
Magnetic resonance imaging (MRI) has been proposed as a complimentary method to
measure bone quality and assess fracture risk. However, manual segmentation of MR …
measure bone quality and assess fracture risk. However, manual segmentation of MR …
Volumetric cortical bone porosity assessment with MR imaging: validation and clinical feasibility
Purpose To develop a method to assess volumetric cortical bone porosity in clinically
practical acquisition times by measuring the signal decay at only two echo times (TEs) as …
practical acquisition times by measuring the signal decay at only two echo times (TEs) as …
Digital topological analysis of in vivo magnetic resonance microimages of trabecular bone reveals structural implications of osteoporosis
Osteoporosis is a disease characterized by bone volume loss and architectural
deterioration. The majority of work aimed at evaluating the structural implications of the …
deterioration. The majority of work aimed at evaluating the structural implications of the …
Kidney transplantation with early corticosteroid withdrawal: paradoxical effects at the central and peripheral skeleton
SP Iyer, LE Nikkel, KK Nishiyama… - Journal of the …, 2014 - journals.lww.com
The use of early corticosteroid withdrawal (ECSW) protocols after kidney transplantation has
become common, but the effects on fracture risk and bone quality are unclear. We enrolled …
become common, but the effects on fracture risk and bone quality are unclear. We enrolled …
Trabecular bone porosity and pore size distribution in osteoporotic patients–A low field nuclear magnetic resonance and microcomputed tomography investigation
D Porrelli, M Abrami, P Pelizzo, C Formentin… - Journal of the …, 2022 - Elsevier
The study of bone morphology is of great importance as bone morphology is influenced by
factors such as age and underlying comorbidities and is associated with bone mechanical …
factors such as age and underlying comorbidities and is associated with bone mechanical …
Advances in imaging approaches to fracture risk evaluation
Fragility fractures are a growing problem worldwide, and current methods for diagnosing
osteoporosis do not always identify individuals who require treatment to prevent a fracture …
osteoporosis do not always identify individuals who require treatment to prevent a fracture …
Finite element analysis applied to 3-T MR imaging of proximal femur microarchitecture: lower bone strength in patients with fragility fractures compared with control …
Purpose To determine the feasibility of using finite element analysis applied to 3-T magnetic
resonance (MR) images of proximal femur microarchitecture for detection of lower bone …
resonance (MR) images of proximal femur microarchitecture for detection of lower bone …
Menopause in CKD
K Vellanki, S Hou - American Journal of Kidney Diseases, 2018 - Elsevier
Most women with dialysis-dependent chronic kidney disease (CKD) stage 5 (CKD stage 5D)
are in the postmenopausal age group. Early menopause is reported for all CKD stages …
are in the postmenopausal age group. Early menopause is reported for all CKD stages …