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Canadian Association of Radiologists White Paper on Ethical and Legal Issues Related to Artificial Intelligence in Radiology  Jacob L. Jaremko, MD, PhD,

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Presentation on theme: "Canadian Association of Radiologists White Paper on Ethical and Legal Issues Related to Artificial Intelligence in Radiology  Jacob L. Jaremko, MD, PhD,"— Presentation transcript:

1 Canadian Association of Radiologists White Paper on Ethical and Legal Issues Related to Artificial Intelligence in Radiology  Jacob L. Jaremko, MD, PhD, FRCPC, Marleine Azar, MSc, Rebecca Bromwich, PhD, LLM, LLB, Andrea Lum, MD, FRCPC, Li Hsia Alicia Cheong, MDCM, Martin Gibert, PhD, François Laviolette, PhD, Bruce Gray, MD, FRCPC, Caroline Reinhold, MD, MSc, FRCPC, Mark Cicero, MD, BESc, FRCPC, Jaron Chong, MD, MHI, FRCPC, James Shaw, PhD, Frank J. Rybicki, MD, PhD, Casey Hurrell, PhD, Emil Lee, MD, FRCPC, An Tang, MD, MSc, FRCPC  Canadian Association of Radiologists Journal  Volume 70, Issue 2, Pages (May 2019) DOI: /j.carj Copyright © 2019 The Authors Terms and Conditions

2 Figure 1 (A) Assuming proper respect of confidentiality and minimal risk associated with data sharing in scenarios where explicit consent is impractical, the balance between ethical principles may shift in the era of machine learning in radiology. (B) It is anticipated that the previous emphasis on fundamental rights of individuals may shift toward civic responsibility for public good. This figure is available in colour online at Canadian Association of Radiologists Journal  , DOI: ( /j.carj ) Copyright © 2019 The Authors Terms and Conditions

3 Figure 2 Example of recognizable personal data hidden within magnetic resonance imaging images. (A) Raw data from an axial fluid-attenuated inversion recovery image. (B) Coronal 3-dimensional reconstruction from this data using a skin threshold, showing the subject's face. This figure is available in colour online at Canadian Association of Radiologists Journal  , DOI: ( /j.carj ) Copyright © 2019 The Authors Terms and Conditions

4 Figure 3 Shifting paradigm: secondary use of electronic medical records in the machine learning paradigm can provide new insights in health care and potential commercial value. This figure is available in colour online at Canadian Association of Radiologists Journal  , DOI: ( /j.carj ) Copyright © 2019 The Authors Terms and Conditions


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