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Legg-Calve-Perthes Disease

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Semantic segmentation of the multiform proximal femur and femoral head bones with the deep convolutional neural networks in low quality MRI sections acquired in different MRI protocols.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 32240933
Medical image segmentation is one of the most crucial issues in medical image processing and analysis. In general, segmentation of the various structures in medical images is performed for the further image analyzes such as quantification, assessment...
Adolescent Child Child, Preschool Female Femur Femur Head Humans Image Enhancement Image Processing, Computer-Assisted Legg-Calve-Perthes Disease Magnetic Resonance Imaging Male Neural Networks, Computer
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Multimodal radiomics and deep learning models for predicting early femoral head deformity in LCPD.

European journal of radiology 39454426
PURPOSE: To develop a predictive model combining clinical, radiomic, and deep learning features based on X-ray and MRI to identify risk factors for early femoral head deformity in Legg-Calvé-Perthes disease (LCPD).
Child Child, Preschool Deep Learning Female Femur Head Humans Legg-Calve-Perthes Disease Magnetic Resonance Imaging Male Multimodal Imaging Predictive Value of Tests Radiomics Retrospective Studies
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