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MRFE-CNN: multi-route feature extraction model for breast tumor segmentation in Mammograms using a convolutional neural network

Annals of operations research, 2023-09, Vol.328 (1), p.1021-1042

2023

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Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network

Medical image analysis, 2019-10, Vol.57, p.1-17

2019

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Body Composition Assessment in Axial CT Images Using FEM-Based Automatic Segmentation of Skeletal Muscle

IEEE transactions on medical imaging, 2016-02, Vol.35 (2), p.512-520

2016

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Improved Threshold Based and Trainable Fully Automated Segmentation for Breast Cancer Boundary and Pectoral Muscle in Mammogram Images

IEEE access, 2020, Vol.8, p.203097-203116

2020

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Bi-Graph Reasoning for Masticatory Muscle Segmentation from Cone-Beam Computed Tomography

IEEE transactions on medical imaging, 2023-12, Vol.PP (12), p.1-1

2023

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An Efficient Muscle Segmentation Method via Bayesian Fusion of Probabilistic Shape Modeling and Deep Edge Detection

IEEE transactions on biomedical engineering, 2024-11, Vol.71 (11), p.3263-3274

2024

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Shape differences in the semitendinosus following tendon harvesting for anterior cruciate ligament reconstruction

Journal of orthopaedic research, 2023-01, Vol.41 (1), p.44-53

2023

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Pixel-Level Deep Segmentation: Artificial Intelligence Quantifies Muscle on Computed Tomography for Body Morphometric Analysis

Journal of digital imaging, 2017-08, Vol.30 (4), p.487-498

2017

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Muscle segmentation in axial computed tomography (CT) images at the lumbar (L3) and thoracic (T4) levels for body composition analysis

Computerized medical imaging and graphics, 2019-07, Vol.75, p.47-55

2019

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Deep learning method for localization and segmentation of abdominal CT

Computerized medical imaging and graphics, 2020-10, Vol.85, p.101776-101776, Article 101776

2020

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Positional contrastive learning for improved thigh muscle segmentation in MR images

NMR in biomedicine, 2024-10, Vol.37 (10), p.e5197-n/a

2024

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The Impact of Fatty Infiltration on MRI Segmentation of Lower Limb Muscles in Neuromuscular Diseases: A Comparative Study of Deep Learning Approaches

Journal of magnetic resonance imaging, 2023-12, Vol.58 (6), p.1826-1835

2023

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HA-Net: Hierarchical Attention Network Based on Multi-Task Learning for Ciliary Muscle Segmentation in AS-OCT

IEEE signal processing letters, 2023, Vol.30, p.1342-1346

2023

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Deep learning methods for automatic segmentation of lower leg muscles and bones from MRI scans of children with and without cerebral palsy

NMR in biomedicine, 2021-12, Vol.34 (12), p.e4609-n/a

2021

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Deep learning muscle segmentation model for CT images in DICOM format

Cybernetics and physics, 2023-11 (Volume 12, 2023, Number 3), p.201-206

2023

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Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders

Computerized medical imaging and graphics, 2020-07, Vol.83 (101733), p.101733-12, Article 101733

2020

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A review of breast boundary and pectoral muscle segmentation methods in computer-aided detection/diagnosis of breast mammography

The Artificial intelligence review, 2020-03, Vol.53 (3), p.1873-1918

2020

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Efficient musculoskeletal annotation using free-form deformation

Scientific reports, 2024-07, Vol.14 (1), p.16077-11, Article 16077

2024

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Towards a fully automatic workflow for investigating the dynamics of lung cancer cachexia during radiotherapy using cone beam computed tomography

Physics in medicine & biology, 2024-10, Vol.69 (20), p.205005

2024

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Automated measurement of fat infiltration in the hip abductors from Dixon magnetic resonance imaging

Magnetic resonance imaging, 2020-10, Vol.72, p.61-70

2020

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A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation

IEEE transactions on biomedical engineering, 2019-04, Vol.66 (4), p.1069-1081

2019

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New insights into intrinsic foot muscle morphology and composition using ultra-high-field (7-Tesla) magnetic resonance imaging

BMC musculoskeletal disorders, 2021-01, Vol.22 (1), p.97-97, Article 97

2021

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Automated CT-derived skeletal muscle mass determination in lower hind limbs of mice using a 3D U-Net deep learning network

Journal of applied physiology (1985), 2020-01, Vol.128 (1), p.42-49

2020

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Automatic hip abductor muscle fat fraction estimation and association with early OA cartilage degeneration biomarkers

Journal of orthopaedic research, 2021-11, Vol.39 (11), p.2376-2387

2021

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The Generalized Log-Ratio Transformation: Learning Shape and Adjacency Priors for Simultaneous Thigh Muscle Segmentation

IEEE transactions on medical imaging, 2015-09, Vol.34 (9), p.1773-1787

2015

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MRFE-CNN: multi-route feature extraction model for breast tumor segmentation in Mammograms using a convolutional neural network

Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network

Body Composition Assessment in Axial CT Images Using FEM-Based Automatic Segmentation of Skeletal Muscle

Improved Threshold Based and Trainable Fully Automated Segmentation for Breast Cancer Boundary and Pectoral Muscle in Mammogram Images

Bi-Graph Reasoning for Masticatory Muscle Segmentation from Cone-Beam Computed Tomography

An Efficient Muscle Segmentation Method via Bayesian Fusion of Probabilistic Shape Modeling and Deep Edge Detection

Shape differences in the semitendinosus following tendon harvesting for anterior cruciate ligament reconstruction

Pixel-Level Deep Segmentation: Artificial Intelligence Quantifies Muscle on Computed Tomography for Body Morphometric Analysis

Muscle segmentation in axial computed tomography (CT) images at the lumbar (L3) and thoracic (T4) levels for body composition analysis

Deep learning method for localization and segmentation of abdominal CT

Positional contrastive learning for improved thigh muscle segmentation in MR images

The Impact of Fatty Infiltration on MRI Segmentation of Lower Limb Muscles in Neuromuscular Diseases: A Comparative Study of Deep Learning Approaches

HA-Net: Hierarchical Attention Network Based on Multi-Task Learning for Ciliary Muscle Segmentation in AS-OCT

Deep learning methods for automatic segmentation of lower leg muscles and bones from MRI scans of children with and without cerebral palsy

Deep learning muscle segmentation model for CT images in DICOM format

Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders

A review of breast boundary and pectoral muscle segmentation methods in computer-aided detection/diagnosis of breast mammography

Efficient musculoskeletal annotation using free-form deformation

Towards a fully automatic workflow for investigating the dynamics of lung cancer cachexia during radiotherapy using cone beam computed tomography

Automated measurement of fat infiltration in the hip abductors from Dixon magnetic resonance imaging

A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation

New insights into intrinsic foot muscle morphology and composition using ultra-high-field (7-Tesla) magnetic resonance imaging

Automated CT-derived skeletal muscle mass determination in lower hind limbs of mice using a 3D U-Net deep learning network

Automatic hip abductor muscle fat fraction estimation and association with early OA cartilage degeneration biomarkers

The Generalized Log-Ratio Transformation: Learning Shape and Adjacency Priors for Simultaneous Thigh Muscle Segmentation

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