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07/26/2023
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower Extremities
Purpose: Obtaining manual annotations to train deep learning (DL) models...
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07/21/2023
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography
Osteoporosis is a prevalent bone disease that causes fractures in fragil...
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05/31/2023
MSKdeX: Musculoskeletal (MSK) decomposition from an X-ray image for fine-grained estimation of lean muscle mass and muscle volume
Musculoskeletal diseases such as sarcopenia and osteoporosis are major o...
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07/07/2022
BMD-GAN: Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning
We propose a method for estimating the bone mineral density (BMD) from a...
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12/21/2020
Automated segmentation of an intensity calibration phantom in clinical CT images using a convolutional neural network
Purpose: To apply a convolutional neural network (CNN) to develop a syst...
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10/26/2019