We enjoyed this systematic review quite a bit. Useful to bear in mind while constructing and validating deep learning models.
Faes, Livia and Liu, Xiaoxuan: Deep Learning Under Scrutiny: Performance Against Health Care Professionals in Detecting Diseases from Medical Imaging - Systematic Review and Meta-Analysis (May 8, 2019). Available at SSRN: https://ssrn.com/abstract=3384923
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