Statistical shape and appearance models of bones
When applied to bones, statistical shape models (SSM) and statistical appearance models
(SAM) respectively describe the mean shape and mean density distribution of bones within …
(SAM) respectively describe the mean shape and mean density distribution of bones within …
Vertebral morphometry: current methods and recent advances
G Guglielmi, D Diacinti, C Van Kuijk, F Aparisi… - European …, 2008 - Springer
Vertebral fractures are the hallmark of osteoporosis and are associated with increased
morbility and mortality. Because a majority of vertebral fractures often occur in absence of …
morbility and mortality. Because a majority of vertebral fractures often occur in absence of …
A framework for automated spine and vertebrae interpolation-based detection and model-based segmentation
R Korez, B Ibragimov, B Likar… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Automated and semi-automated detection and segmentation of spinal and vertebral
structures from computed tomography (CT) images is a challenging task due to a relatively …
structures from computed tomography (CT) images is a challenging task due to a relatively …
Deep learning based vertebral body segmentation with extraction of spinal measurements and disorder disease classification
Assessment of medical images and diagnostic decision making of lumbar associated
diseases by clinicians is invariably subjective, time consuming and challenging task …
diseases by clinicians is invariably subjective, time consuming and challenging task …
Personalized X-ray 3-D reconstruction of the scoliotic spine from hybrid statistical and image-based models
This paper presents a novel 3-D reconstruction method of the scoliotic spine using prior
vertebra models with image-based information taken from biplanar X-ray images. We first …
vertebra models with image-based information taken from biplanar X-ray images. We first …
SPIRS: a Web-based image retrieval system for large biomedical databases
PURPOSE: With the increasing use of images in disease research, education, and clinical
medicine, the need for methods that effectively archive, query, and retrieve these images by …
medicine, the need for methods that effectively archive, query, and retrieve these images by …
A Framework of Vertebra Segmentation Using the Active Shape Model‐Based Approach
M Benjelloun, S Mahmoudi… - International journal of …, 2011 - Wiley Online Library
We propose a medical image segmentation approach based on the Active Shape Model
theory. We apply this method for cervical vertebra detection. The main advantage of this …
theory. We apply this method for cervical vertebra detection. The main advantage of this …
Vertebra identification using template matching modelmp and -means clustering
Purpose Accurate vertebra detection and segmentation are essential steps for automating
the diagnosis of spinal disorders. This study is dedicated to vertebra alignment …
the diagnosis of spinal disorders. This study is dedicated to vertebra alignment …
Vertebral morphometry: semiautomatic determination of detailed shape from dual-energy X-ray absorptiometry images using active appearance models
M Roberts, TF Cootes, JE Adams - Investigative radiology, 2006 - journals.lww.com
Objectives: Manual point placement for vertebral morphometry is time-consuming and
imprecise. We evaluated the accuracy of semiautomatic computer determination of the …
imprecise. We evaluated the accuracy of semiautomatic computer determination of the …
Quantitative vertebral fracture detection on DXA images using shape and appearance models
M Roberts, T Cootes, E Pacheco, J Adams - Academic radiology, 2007 - Elsevier
RATIONALE AND OBJECTIVES: Current quantitative morphometric methods of vertebral
fracture detection lack specificity, particularly with mild fractures. We use more detailed …
fracture detection lack specificity, particularly with mild fractures. We use more detailed …