Automatic detection of over 100 anatomical landmarks in medical CT images: A framework with independent detectors and combinatorial optimization

S Hanaoka, A Shimizu, M Nemoto, Y Nomura… - Medical image …, 2017 - Elsevier
An automatic detection method for 197 anatomically defined landmarks in computed
tomography (CT) volumes is presented. The proposed method can handle missed …

Automatic localization and segmentation of vertebral bodies in 3D CT volumes with deep learning

D Shi, Y Pan, C Liu, Y Wang, D Cui, Y Lu - Proceedings of the 2nd …, 2018 - dl.acm.org
Automatic localization and segmentation of vertebral bodies in CT volumes bears many
clinical utilities, such as shape analysis. Variation in the vertebra appearance, unknown field …

Automated vertebral segmentation from CT images for computation of lumbolumbar angle

R Kundu, A Chakrabarti, P Lenka - Applied Computation and Security …, 2015 - Springer
Abstract Evaluation of lumbolumbar (LL) angle of the vertebral column from medical images
is a common measure in case of patients suffering from lower back pain (LBP). There are …

Coarse X-ray lumbar vertebrae pose localization and registration using triangulation correspondence

W Yookwan, S Limchareon, SH Lee, JS Jang, D Lee… - Processes, 2022 - mdpi.com
Plain film X-ray scanners are indispensable for medical diagnostics and clinical procedures.
This type of device typically produces two radiographic images of the human spine …

[PDF][PDF] Osteoporosis Detection in Lumbar Spine L1-L4 Based on Trabecular Bone Texture Features.

KA Patil, KV Mahendra Prashanth… - International Journal of …, 2021 - inass.org
The proposed work can be divided into two parts: first, remove the noise from the trabecular
lumbar spine L1-L4 of the X-ray images using two-stage principal component analysis with …

BUU-LSPINE: A thai open lumbar spine dataset for spondylolisthesis detection

P Klinwichit, W Yookwan, S Limchareon… - Applied Sciences, 2023 - mdpi.com
(1) Background: Spondylolisthesis, a common disease among older individuals, involves the
displacement of vertebrae. The condition may gradually manifest with age, allowing for …

Research on Extraction Algorithm of Central Point in Femoral Backbone

S Geng, W He, Y Li, Z Jiang… - CAIBDA 2022; 2nd …, 2022 - ieeexplore.ieee.org
Central points in femoral backbone are invisible, and these points provide clinicians with key
anatomical marker points in surgical procedures to assist clinicians to complete TKA (Total …

Deep learning system assisted detection and localization of lumbar spondylolisthesis

J Zhang, H Lin, H Wang, M Xue, Y Fang… - … in Bioengineering and …, 2023 - frontiersin.org
Objective: Explore a new deep learning (DL) object detection algorithm for clinical auxiliary
diagnosis of lumbar spondylolisthesis and compare it with doctors' evaluation to verify the …

An automatic method for landmark identification of the 3D vertebrae

B Li, W Yu, J Zhang, X Luo - … of the 8th International Conference on …, 2022 - dl.acm.org
Accurate spinal landmarks are essential for registration and three-dimensional (3D)
reconstruction of the vertebrae. To avoid operator variability of manual landmarks, we …

Mid-sagittal cross-section identification for vertebra landmarking in MR spine images

K Ibragimov, G Podobnik, T Trojner… - Medical Imaging …, 2024 - spiedigitallibrary.org
Geometrical parameters of the spine have been identified as valuable for describing spinal
deformities, and their measurement is commonly based on landmarks, identified in …