Opportunistic screening techniques for analysis of CT scans

K Engelke, O Chaudry, S Bartenschlager - Current Osteoporosis Reports, 2023 - Springer
Abstract Purpose of Review Opportunistic screening is a combination of techniques to
identify subjects of high risk for osteoporotic fracture using routine clinical CT scans …

New horizons: artificial intelligence tools for managing osteoporosis

HP Dimai - The Journal of Clinical Endocrinology & Metabolism, 2023 - academic.oup.com
Osteoporosis is a disease characterized by low bone mass and microarchitectural
deterioration leading to increased bone fragility and fracture risk. Typically, osteoporotic …

Interpretable vertebral fracture quantification via anchor-free landmarks localization

A Zakharov, M Pisov, A Bukharaev, A Petraikin… - Medical Image …, 2023 - Elsevier
Vertebral body compression fractures are early signs of osteoporosis. Though these
fractures are visible on Computed Tomography (CT) images, they are frequently missed by …

Towards improved identification of vertebral fractures in routine computed tomography (CT) scans: Development and external validation of a machine learning …

J Nicolaes, MK Skjødt, S Raeymaeckers… - Journal of Bone and …, 2023 - academic.oup.com
Vertebral fractures (VFs) are the hallmark of osteoporosis, being one of the most frequent
types of fragility fracture and an early sign of the disease. They are associated with …

Grading loss: a fracture grade-based metric loss for vertebral fracture detection

M Husseini, A Sekuboyina, M Loeffler… - … Image Computing and …, 2020 - Springer
Osteoporotic vertebral fractures have a severe impact on patients' overall well-being but are
severely under-diagnosed. These fractures present themselves at various levels of severity …

[HTML][HTML] Vertebral compression fracture detection using imitation learning, patch based convolutional neural networks and majority voting

S Iyer, A Blair, C White, L Dawes, D Moses… - Informatics in Medicine …, 2023 - Elsevier
Vertebral compression fractures often go clinically undetected and consequently untreated,
resulting in severe secondary fractures due to osteoporosis, and potentially leading to …

Keypoints localization for joint vertebra detection and fracture severity quantification

M Pisov, V Kondratenko, A Zakharov… - … Image Computing and …, 2020 - Springer
Vertebral body compression fractures are reliable early signs of osteoporosis. Though these
fractures are visible on Computed Tomography (CT) images, they are frequently missed by …

[HTML][HTML] Real-world effectiveness of osteoporosis screening in older Swedish women (SUPERB)

M Zoulakis, KF Axelsson, H Litsne, L Johansson… - Bone, 2024 - Elsevier
Older women diagnosed with osteoporosis and referred to their general practitioners (GPs)
exhibited significantly higher osteoporosis treatment rates and a reduced fracture risk …

Automated detection of vertebral fractures from X-ray images: A novel machine learning model and survey of the field

LW Cheng, HH Chou, YX Cai, KY Huang, CC Hsieh… - Neurocomputing, 2024 - Elsevier
Vertebral fractures are a common problem and the most prevalent of thoracolumbar
compression and burst fractures. However, vertebral fractures are difficult to diagnose: an …

3D convolutional sequence to sequence model for vertebral compression fractures identification in CT

D Chettrit, T Meir, H Lebel, M Orlovsky… - … Image Computing and …, 2020 - Springer
An osteoporosis-related fracture occurs every three seconds worldwide, affecting one in
three women and one in five men aged over 50. The early detection of at-risk patients …