Deep Learning and Imaging for the Orthopaedic Surgeon: How Machines "Read" Radiographs.
Brandon G HillJustin D KrogueDavid S JevsevarPeter L SchillingPublished in: The Journal of bone and joint surgery. American volume (2022)
The success of deep learning in the analysis of medical imaging has been propelling the field forward so rapidly that now is the time for surgeons to pause and understand how this technology works at a conceptual level, before (not after) the technology ends up in front of us and our patients. That is the purpose of this article.
Keyphrases
- deep learning
- end stage renal disease
- high resolution
- ejection fraction
- newly diagnosed
- healthcare
- chronic kidney disease
- artificial intelligence
- peritoneal dialysis
- convolutional neural network
- machine learning
- prognostic factors
- quality improvement
- patient reported outcomes
- fluorescence imaging
- mass spectrometry
- thoracic surgery