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Monitoring Achilles tendon healing progress in ultrasound imaging with convolutional neural networks
The obtained estimates show a high correlation with the assessment of expert radiologists, with respect to all key parameters describing healing progress.
Late fusion of deep learning and hand-crafted features for Achilles tendon healing monitoring
In comparison with the previous baseline method, our approach significantly improves correlation in all of the six parameters assessed.
Estimating Achilles tendon healing progress with convolutional neural networks
Quantitative assessment of a treatment progress in the Achilles tendon healing process - one of the most common musculoskeletal disorder in modern medical practice - is typically a long and complex process: multiple MRI protocols need to be acquired and analysed by radiology experts.
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