Fully automatic cervical vertebrae segmentation framework for X-ray images

SMMR Al Arif, K Knapp, G Slabaugh - Computer methods and programs in …, 2018 - Elsevier
The cervical spine is a highly flexible anatomy and therefore vulnerable to injuries.
Unfortunately, a large number of injuries in lateral cervical X-ray images remain …

Recent advancements and future directions in automatic swallowing analysis via videofluoroscopy: A review

K Shu, S Mao, Z Zhang, JL Coyle, E Sejdić - Computer Methods and …, 2024 - Elsevier
Videofluoroscopic swallowing studies (VFSS) capture the complex anatomy and physiology
contributing to bolus transport and airway protection during swallowing. While clinical …

Vertebral corners detection on sagittal X-rays based on shape modelling, random forest classifiers and dedicated visual features

S Ebrahimi, L Gajny, W Skalli… - Computer Methods in …, 2019 - Taylor & Francis
Quantitative measurements of spine shape parameters on planar X-rays is critical for clinical
applications, but remains tedious and with no fully automated solution demonstrated on the …

Improving an active shape model with random classification forest for segmentation of cervical vertebrae

SMMR Al Arif, M Gundry, K Knapp… - … Methods and Clinical …, 2016 - Springer
X-ray is a common modality for diagnosing cervical vertebrae injuries. Many injuries are
missed by emergency physicians which later causes life threatening complications …

Patch-based corner detection for cervical vertebrae in X-ray images

SMMR Al Arif, M Asad, M Gundry, K Knapp… - Signal Processing …, 2017 - Elsevier
Corners hold vital information about size, shape and morphology of a vertebra in an x-ray
image, and recent literature (Al-Arif et al., 2015)[1, 2] has shown promising performance for …

Automatic detection of cervical vertebral landmarks for fluoroscopic joint motion analysis

IMG Jakobsen, M Plocharski - Scandinavian conference on image …, 2019 - Springer
Real-time motion assessment of the cervical spine provides an understanding of its
mechanics and reveals abnormalities in its motion patterns. In this paper we propose a …

Lumbar spine posterior corner detection in X-rays using Haar-based features

S Ebrahimi, E Angelini, L Gajny… - 2016 IEEE 13th …, 2016 - ieeexplore.ieee.org
3D reconstruction of the spine using biplanar X-rays remains approximate and sometimes
requires human-machine interactions to adjust the position of important features such as …

Enhanced X‐ray image segmentation method using prior shape

HM Mohammadi, JA de Guise - IET Computer Vision, 2017 - Wiley Online Library
An enhanced version of a segmentation algorithm applied in X‐ray images using a prior
shape and a straightened boundary image (SBI) is proposed. In the SBI method, the …

Global localization and orientation of the cervical spine in x-ray images

SMMR Al Arif, M Gundry, K Knapp… - International workshop on …, 2016 - Springer
Injuries in cervical spine X-ray images are often missed by emergency physicians. Many of
these missing injuries cause further complications. Automated analysis of the images has …

Vertebrae detection algorithm in CT scout images

G Zhang, Y Shao, Y Kim, W Guo - … , IGTA 2016, Beijing, China, July 8-9 …, 2016 - Springer
In order to solve the tedious and time-consuming works for CT scan planning manually, we
proposed an automatic detection method of vertebrae in CT scout images. In this method …