MRI‐based quantitative osteoporosis imaging at the spine and femur

N Sollmann, MT Löffler, S Kronthaler… - Journal of Magnetic …, 2021 - Wiley Online Library
Osteoporosis is a systemic skeletal disease with a high prevalence worldwide, characterized
by low bone mass and microarchitectural deterioration, predisposing an individual to fragility …

Opportunistic diagnosis of osteoporosis, fragile bone strength and vertebral fractures from routine CT scans; a review of approved technology systems and pathways …

V Aggarwal, C Maslen, RL Abel… - Therapeutic …, 2021 - journals.sagepub.com
Osteoporosis causes bones to become weak, porous and fracture more easily. While a
vertebral fracture is the archetypal fracture of osteoporosis, it is also the most difficult to …

CT‐based automatic spine segmentation using patch‐based deep learning

SF Qadri, H Lin, L Shen, M Ahmad… - … Journal of Intelligent …, 2023 - Wiley Online Library
CT vertebral segmentation plays an essential role in various clinical applications, such as
computer‐assisted surgical interventions, assessment of spinal abnormalities, and vertebral …

VerSe: a vertebrae labelling and segmentation benchmark for multi-detector CT images

A Sekuboyina, ME Husseini, A Bayat, M Löffler… - Medical image …, 2021 - Elsevier
Vertebral labelling and segmentation are two fundamental tasks in an automated spine
processing pipeline. Reliable and accurate processing of spine images is expected to …

A vertebral segmentation dataset with fracture grading

MT Löffler, A Sekuboyina, A Jacob, AL Grau… - Radiology: Artificial …, 2020 - pubs.rsna.org
Keywords: CT, Computer Aided Diagnosis (CAD), Computer Applications-General
(Informatics), Convolutional Neural Network (CNN), Diagnosis, Neural Networks …

MSEva: A musculoskeletal rehabilitation evaluation system based on EMG signals

Y Dai, J Wu, Y Fan, J Wang, J Niu, F Gu… - ACM Transactions on …, 2022 - dl.acm.org
In order to better assist the rehabilitation treatment of patients with musculoskeletal injury,
standard rehabilitation actions are needed to guide the musculoskeletal rehabilitation …

Automatic opportunistic osteoporosis screening in routine CT: improved prediction of patients with prevalent vertebral fractures compared to DXA

MT Löffler, A Jacob, A Scharr, N Sollmann, E Burian… - European …, 2021 - Springer
Objectives To compare spinal bone measures derived from automatic and manual
assessment in routine CT with dual energy X-ray absorptiometry (DXA) in their association …

Opportunistic osteoporosis screening using chest CT with artificial intelligence

J Yang, M Liao, Y Wang, L Chen, L He, Y Ji… - Osteoporosis …, 2022 - Springer
Osteoporosis has a high incidence and a low detection rate. If it is not detected in time, it will
cause osteoporotic fracture and other serious consequences. This study showed that the …

MRI-based score for assessment of bone mineral density in operative spine patients

AYE Kim, K Lyons, M Sarmiento, V Lafage, S Iyer - Spine, 2023 - journals.lww.com
Study Design. Retrospective comparison. Objective. The aim was to determine whether a
previously developed magnetic resonance imaging (MRI)-derived bone mineral density …

Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography

Y Gu, Y Otake, K Uemura, M Soufi, M Takao… - Medical Image …, 2023 - Elsevier
Osteoporosis is a prevalent bone disease that causes fractures in fragile bones, leading to a
decline in daily living activities. Dual-energy X-ray absorptiometry (DXA) and quantitative …