Clinical AI tools must convey predictive uncertainty for each individual patient

Christopher R S Banerji^{1

2

3}, Tapabrata Chakraborti^{4

5}, Chris Harbron⁶, Ben D MacArthur^{7

8

9}

Affiliations

¹ The Alan Turing Institute, London, UK. cbanerji@turing.ac.uk.
² University College London Hospitals, NHS Foundation Trust, London, UK. cbanerji@turing.ac.uk.
³ UCL Cancer Institute, Faculty of Medical Sciences, University College London, London, UK. cbanerji@turing.ac.uk.
⁴ The Alan Turing Institute, London, UK.
⁵ UCL Cancer Institute, Faculty of Medical Sciences, University College London, London, UK.
⁶ Roche Pharmaceuticals, Welwyn Garden City, UK.
⁷ The Alan Turing Institute, London, UK. bmacarthur@turing.ac.uk.
⁸ Faculty of Medicine, University of Southampton, Southampton, UK. bmacarthur@turing.ac.uk.
⁹ Mathematical Sciences, University of Southampton, Southampton, UK. bmacarthur@turing.ac.uk.

Christopher R S Banerji et al. Nat Med. 2023 Dec.

. 2023 Dec;29(12):2996-2998.

doi: 10.1038/s41591-023-02562-7.

Christopher R S Banerji^{1

2

3}, Tapabrata Chakraborti^{4

5}, Chris Harbron⁶, Ben D MacArthur^{7

8

9}

¹ The Alan Turing Institute, London, UK. cbanerji@turing.ac.uk.
² University College London Hospitals, NHS Foundation Trust, London, UK. cbanerji@turing.ac.uk.
³ UCL Cancer Institute, Faculty of Medical Sciences, University College London, London, UK. cbanerji@turing.ac.uk.
⁴ The Alan Turing Institute, London, UK.
⁵ UCL Cancer Institute, Faculty of Medical Sciences, University College London, London, UK.
⁶ Roche Pharmaceuticals, Welwyn Garden City, UK.
⁷ The Alan Turing Institute, London, UK. bmacarthur@turing.ac.uk.
⁸ Faculty of Medicine, University of Southampton, Southampton, UK. bmacarthur@turing.ac.uk.
⁹ Mathematical Sciences, University of Southampton, Southampton, UK. bmacarthur@turing.ac.uk.

No abstract available

References

1. Kelly, C. J., Karthikesalingam, A., Suleyman, M., Corrado, G. & King, D. BMC Med. 17, 1–9 (2019). - DOI
1. Andaur Navarro, C. L. et al. BMJ 375, 2281 (2021). - DOI
1. Gaube, S. et al. npj Digit. Med. 4, 1–8 (2021). - DOI
1. Murdoch, B. BMC Med. Ethics 22, 1–5 (2021). - DOI
1. Evans, W. E. & Relling, M. V. Science 286, 487–491 (1999). - DOI - PubMed