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Gaussian Process Morphable Models

IEEE transactions on pattern analysis and machine intelligence, 2018-08, Vol.40 (8), p.1860-1873

2018

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Analysis of the articular cartilage T1ρ and T2 relaxation times changes after ACL reconstruction in injured and contralateral knees and relationships with bone shape

Journal of orthopaedic research, 2017-03, Vol.35 (3), p.707-717

2017

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Synthetic surface mesh generation of aortic dissections using statistical shape modeling

Computers & graphics, 2024-11, Vol.124, p.104070, Article 104070

2024

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Prediction of femoral head coverage from articulated statistical shape models of patients with developmental dysplasia of the hip

Journal of orthopaedic research, 2022-09, Vol.40 (9), p.2113-2126

2022

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Evaluating function in the hallux valgus foot following a 12-week minimalist footwear intervention: A pilot computational analysis

Journal of biomechanics, 2022-02, Vol.132, p.110941-110941, Article 110941

2022

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Morphologic analysis of the subtalar joint using statistical shape modeling

Journal of orthopaedic research, 2020-12, Vol.38 (12), p.2625-2633

2020

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Uncertainty quantification of mechanical behavior of corroded Al-Fe self-pierce riveting joints with statistical shape modeling

Journal of manufacturing processes, 2024-08, Vol.124 (C), p.909-917

2024

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Quantitative statistical shape model‐based analysis of humeral head migration, Part 2: Shoulder osteoarthritis

Journal of orthopaedic research, 2023-01, Vol.41 (1), p.21-31

2023

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3D bone-shape changes and their correlations with cartilage T1ρ and T2 relaxation times and patient-reported outcomes over 3-years after ACL reconstruction

Osteoarthritis and cartilage, 2019-06, Vol.27 (6), p.915-921

2019

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DenseNet-based transfer learning for LV shape Classification: Introducing a novel information fusion and data augmentation using statistical Shape/Color modeling

Expert systems with applications, 2023-03, Vol.213, p.119261, Article 119261

2023

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Comprehensive assessment of global spinal sagittal alignment and related normal spinal loads in a healthy population

Journal of biomechanics, 2024-06, Vol.170, p.112127, Article 112127

2024

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Machine Learning–Derived Acetabular Dysplasia and Cam Morphology Are Features of Severe Hip Osteoarthritis: Findings From UK Biobank

Journal of bone and mineral research, 2022-09, Vol.37 (9), p.1720-1732

2022

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A bi-atrial statistical shape model for large-scale in silico studies of human atria: Model development and application to ECG simulations

Medical image analysis, 2021-12, Vol.74, p.102210-102210, Article 102210

2021

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Covariations between scapular shape and bone density in B‐glenoids: A statistical shape and density modeling‐approach

Journal of orthopaedic research, 2024-05, Vol.42 (5), p.923-933

2024

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Automatic 3D Teeth Reconstruction From Five Intra-Oral Photos Using Parametric Teeth Model

IEEE transactions on visualization and computer graphics, 2024-08, Vol.30 (8), p.4780-4791

2024

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Automated quantification of glenoid bone defects using 3-dimensional measurements

Journal of shoulder and elbow surgery, 2020-05, Vol.29 (5), p.1050-1058

2020

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Toward improved understanding of foot shape, foot posture, and foot biomechanics during running: A narrative review

Frontiers in physiology, 2022-12, Vol.13, p.1062598

2022

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Anatomically Parameterized Statistical Shape Model: Explaining Morphometry Through Statistical Learning

IEEE transactions on biomedical engineering, 2022-09, Vol.69 (9), p.2733-2744

2022

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Statistical shape model‐based tibiofibular assessment of syndesmotic ankle lesions using weight‐bearing CT

Journal of orthopaedic research, 2022-12, Vol.40 (12), p.2873-2884

2022

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Analysis of cam location characteristics in FAI syndrome patients from 3D MR images demonstrates sex‐specific differences

Journal of orthopaedic research, 2024-02, Vol.42 (2), p.385-394

2024

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Above knee socket prosthesis use changes proximal femur morphology

Bone (New York, N.Y.), 2023-07, Vol.172, p.116752-116752, Article 116752

2023

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DeepSSM: A blueprint for image-to-shape deep learning models

Medical image analysis, 2024-01, Vol.91, p.103034-103034, Article 103034

2024

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Population‐based in silico modeling of anatomical shape variation of the knee and its impact on joint loading in knee osteoarthritis

Journal of orthopaedic research, 2024-11, Vol.42 (11), p.2473-2484

2024

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Prediction of premorbid three-dimensional anatomy of the glenoid based on statistical shape modeling

Seminars in arthroplasty, 2024-09, Vol.34 (3), p.698-707

2024

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Lower limb estimation from sparse landmarks using an articulated shape model

Journal of biomechanics, 2016-12, Vol.49 (16), p.3875-3881

2016

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Gaussian Process Morphable Models

Analysis of the articular cartilage T1ρ and T2 relaxation times changes after ACL reconstruction in injured and contralateral knees and relationships with bone shape

Synthetic surface mesh generation of aortic dissections using statistical shape modeling

Prediction of femoral head coverage from articulated statistical shape models of patients with developmental dysplasia of the hip

Evaluating function in the hallux valgus foot following a 12-week minimalist footwear intervention: A pilot computational analysis

Morphologic analysis of the subtalar joint using statistical shape modeling

Uncertainty quantification of mechanical behavior of corroded Al-Fe self-pierce riveting joints with statistical shape modeling

Quantitative statistical shape model‐based analysis of humeral head migration, Part 2: Shoulder osteoarthritis

3D bone-shape changes and their correlations with cartilage T1ρ and T2 relaxation times and patient-reported outcomes over 3-years after ACL reconstruction

DenseNet-based transfer learning for LV shape Classification: Introducing a novel information fusion and data augmentation using statistical Shape/Color modeling

Comprehensive assessment of global spinal sagittal alignment and related normal spinal loads in a healthy population

Machine Learning–Derived Acetabular Dysplasia and Cam Morphology Are Features of Severe Hip Osteoarthritis: Findings From UK Biobank

A bi-atrial statistical shape model for large-scale in silico studies of human atria: Model development and application to ECG simulations

Covariations between scapular shape and bone density in B‐glenoids: A statistical shape and density modeling‐approach

Automatic 3D Teeth Reconstruction From Five Intra-Oral Photos Using Parametric Teeth Model

Automated quantification of glenoid bone defects using 3-dimensional measurements

Toward improved understanding of foot shape, foot posture, and foot biomechanics during running: A narrative review

Anatomically Parameterized Statistical Shape Model: Explaining Morphometry Through Statistical Learning

Statistical shape model‐based tibiofibular assessment of syndesmotic ankle lesions using weight‐bearing CT

Analysis of cam location characteristics in FAI syndrome patients from 3D MR images demonstrates sex‐specific differences

Above knee socket prosthesis use changes proximal femur morphology

DeepSSM: A blueprint for image-to-shape deep learning models

Population‐based in silico modeling of anatomical shape variation of the knee and its impact on joint loading in knee osteoarthritis

Prediction of premorbid three-dimensional anatomy of the glenoid based on statistical shape modeling

Lower limb estimation from sparse landmarks using an articulated shape model

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