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If radiologists become relegated to niche consultative roles or replaced in routine interpretation, how will that affect the physician-patient relationship and broader notions of healing? Eric Topol, MD, in his book Deep Medicine , suggests that AI could liberate clinicians to focus on empathy and care. RadioGraphics.
Geoffrey Hinton, a key pioneer in deep learning, famously remarked in 2016 that we should stop training radiologists because machine learning might soon outperform them at imageinterpretation, with a time frame of five to 10 years. RadioGraphics. Basic Books; 2019. American College of Radiology. Harvey HB, et al.
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