AIMC Topic: Growth Plate

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A deep learning-based framework for standardized analysis of trabecular bone compartments from micro-CT imaging data in the mouse tibia.

Scientific reports Oct 14, 2025
Understanding bone remodeling and disease progression is crucial in preclinical skeletal research, particularly for assessing pharmacological and mechanical interventions in the long bones of murine models. High-resolution micro-computed tomography (...
Animals Deep Learning Image Processing, Computer-Assisted Mice Tibia Growth Plate X-Ray Microtomography Epiphyses Cancellous Bone
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Impact of Deep Learning Denoising Algorithm on Diffusion Tensor Imaging of the Growth Plate on Different Spatial Resolutions.

Tomography (Ann Arbor, Mich.) Apr 2, 2024
To assess the impact of a deep learning (DL) denoising reconstruction algorithm applied to identical patient scans acquired with two different voxel dimensions, representing distinct spatial resolutions, this IRB-approved prospective study was conduc...
Humans Algorithms Prospective Studies Female Male Deep Learning Child Image Processing, Computer-Assisted Signal-To-Noise Ratio Growth Plate Diffusion Tensor Imaging
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Automated localization of the medial clavicular epiphyseal cartilages using an object detection network: a step towards deep learning-based forensic age assessment.

International journal of legal medicine Feb 2, 2023
BACKGROUND: Deep learning is a promising technique to improve radiological age assessment. However, expensive manual annotation by experts poses a bottleneck for creating large datasets to appropriately train deep neural networks. We propose an objec...
Humans Neural Networks, Computer Tomography, X-Ray Computed Deep Learning Growth Plate Clavicle
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[Application of three-dimensional printing in the operation of distal tibia fracture involving epiphyseal plate injury for teenagers].

Zhongguo xiu fu chong jian wai ke za zhi = Zhongguo xiufu chongjian waike zazhi = Chinese journal of reparative and reconstructive surgery Oct 15, 2017
OBJECTIVE: To investigate the application value of three-dimensional (3-D) printing technology in the operation of distal tibia fracture involving epiphyseal plate injury for teenagers.
Humans Retrospective Studies Female Male Adolescent Child Fracture Fixation, Internal Printing, Three-Dimensional Tibia Growth Plate Salter-Harris Fractures Tibial Fractures
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