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Three-dimensional magnetic resonance imaging-based statistical shape analysis and machine learning-based prediction of patellofemoral instability
This study performed three-dimensional (3D) magnetic resonance imaging (MRI)-based statistical shape analysis (SSA) by comparing patellofemoral...
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Procrustes analysis of a shape of pediatric supracondylar humerus fractures
Shape of supracondylar fracture of the humeral of pediatric patients is analysed with Procrustes method. XR-images of fractures are considered both...
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Analysing functional implications of differences in left ventricular morphology using statistical shape modelling
Functional implications of left ventricular (LV) morphological characterization in congenital heart disease are not widely explored. This study...
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A statistical shape model of soleus muscle morphology in spastic cerebral palsy
This study investigated morphological characteristics of the soleus muscle in cerebral palsy (CP) and typically develo** (TD) cohorts using a...
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Integration of Swin UNETR and statistical shape modeling for a semi-automated segmentation of the knee and biomechanical modeling of articular cartilage
Simulation studies, such as finite element (FE) modeling, provide insight into knee joint mechanics without patient involvement. Generic FE models...
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Fetal face shape analysis from prenatal 3D ultrasound images
3D ultrasound imaging of fetal faces has been predominantly confined to qualitative assessment. Many genetic conditions evade diagnosis and...
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A three-dimensional statistical shape model of the growing mandible
Mandibular growth and morphology are important topics in the field of oral and maxillofacial surgery. For diagnostic and planning purposes, a...
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The PECAn image and statistical analysis pipeline identifies Minute cell competition genes and features
Investigating organ biology often requires methodologies to induce genetically distinct clones within a living tissue. However, the 3D nature of...
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Shape-recovery of implanted shape-memory devices remotely triggered via image-guided ultrasound heating
Shape-memory materials hold great potential to impart medical devices with functionalities useful during implantation, locomotion, drug delivery, and...
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Discrete Element Analysis of Shape Effect on the Shear Behaviors of Ballast
Railway ballast layer is an indispensable component of railway transport. Ballast morphology plays an important effect in ballast-sleeper interaction...
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Post-pubertal developmental trajectories of laryngeal shape and size in humans
Laryngeal morphotypes have been hypothesized related to both phonation and to laryngeal pathologies. Morphotypes have not been validated or...
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Shape-changing chains for morphometric analysis of 2D and 3D, open or closed outlines
Morphometrics is a multivariate technique for shape analysis widely employed in biological, medical, and paleoanthropological applications. Commonly...
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Statistical morphological analysis reveals characteristic paraspinal muscle asymmetry in unilateral lumbar disc herniation
Growing evidence suggests an association of lumbar paraspinal muscle morphology with low back pain (LBP) and lumbar pathologies. Unilateral spinal...
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Statistical shape modeling of the talocrural joint using a hybrid multi-articulation joint approach
Historically, conventional radiographs have been the primary tool to morphometrically evaluate the talocrural joint, which is comprised of the distal...
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Tactile shape discrimination for moving stimuli
In this study, we explored spatial-temporal dependencies and their impact on the tactile perception of moving objects. Building on previous research...
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The effect of tumor shape irregularity on Gamma Knife treatment plan quality and treatment outcome: an analysis of 234 vestibular schwannomas
The primary aim of Gamma Knife (GK) radiosurgery is to deliver high-dose radiation precisely to a target while conforming to the target shape. In...
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Biventricular shape modes discriminate pulmonary valve replacement in tetralogy of Fallot better than imaging indices
Current indications for pulmonary valve replacement (PVR) in repaired tetralogy of Fallot (rTOF) rely on cardiovascular magnetic resonance (CMR)...
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Landslide type inference based on statistical analysis of a high-resolution digital elevation model in Gorce National Park, Poland
High-resolution digital elevation models are commonly utilized for detecting and classifying landslides. In this study, we aim to refine landslide...
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Sparse convolutional neural network for high-resolution skull shape completion and shape super-resolution
Traditional convolutional neural network (CNN) methods rely on dense tensors, which makes them suboptimal for spatially sparse data. In this paper,...
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Estimation of footprints of the canine stifle ligaments using deformable shape templates of bones
Knowledge regarding the ligament footprints in the canine stifle is essential for biomechanical modeling of the joint and patient-specific surgical...
