Personalized uncertainty quantification in artificial intelligence

Tapabrata Chakraborti; Christopher R. S. Banerji; Ariane Marandon; Vicky Hellon; Robin Mitra; Brieuc Lehmann; Leandra Brauninger; Sarah McGough; Cagatay Turkay; Alejandro F. Frangi; Ginestra Bianconi; Weizi Li; Owen Rackham; Deepak Parashar; Chris Harbron; Ben MacArthur

doi:10.1038/s42256-025-01024-8

Personalized uncertainty quantification in artificial intelligence

Tapabrata Chakraborti, Christopher R. S. Banerji, Ariane Marandon, Vicky Hellon, Robin Mitra, Brieuc Lehmann, Leandra Brauninger, Sarah McGough, Cagatay Turkay, Alejandro F. Frangi, Ginestra Bianconi, Weizi Li, Owen Rackham, Deepak Parashar, Chris Harbron, Ben MacArthur

Research output: Contribution to journal › Review article › peer-review

Original language	English
Pages (from-to)	522-530
Number of pages	9
Journal	Nature Machine Intelligence
Volume	7
Issue number	4
DOIs	https://doi.org/10.1038/s42256-025-01024-8
Publication status	Published - Apr 2025

Access to Document

10.1038/s42256-025-01024-8

Cite this

Chakraborti, T., Banerji, C. R. S., Marandon, A., Hellon, V., Mitra, R., Lehmann, B., Brauninger, L., McGough, S., Turkay, C., Frangi, A. F., Bianconi, G., Li, W., Rackham, O., Parashar, D., Harbron, C., & MacArthur, B. (2025). Personalized uncertainty quantification in artificial intelligence. Nature Machine Intelligence, 7(4), 522-530. https://doi.org/10.1038/s42256-025-01024-8

@article{1e7f8d23f20a483e8116c50b32da3c1e,

title = "Personalized uncertainty quantification in artificial intelligence",

author = "Tapabrata Chakraborti and Banerji, {Christopher R. S.} and Ariane Marandon and Vicky Hellon and Robin Mitra and Brieuc Lehmann and Leandra Brauninger and Sarah McGough and Cagatay Turkay and Frangi, {Alejandro F.} and Ginestra Bianconi and Weizi Li and Owen Rackham and Deepak Parashar and Chris Harbron and Ben MacArthur",

year = "2025",

month = apr,

doi = "10.1038/s42256-025-01024-8",

language = "English",

volume = "7",

pages = "522--530",

journal = "Nature Machine Intelligence",

issn = "2522-5839",

publisher = "Springer Nature",

number = "4",

}

Chakraborti, T, Banerji, CRS, Marandon, A, Hellon, V, Mitra, R, Lehmann, B, Brauninger, L, McGough, S, Turkay, C, Frangi, AF, Bianconi, G, Li, W, Rackham, O, Parashar, D, Harbron, C & MacArthur, B 2025, 'Personalized uncertainty quantification in artificial intelligence', Nature Machine Intelligence, vol. 7, no. 4, pp. 522-530. https://doi.org/10.1038/s42256-025-01024-8

TY - JOUR

T1 - Personalized uncertainty quantification in artificial intelligence

AU - Chakraborti, Tapabrata

AU - Banerji, Christopher R. S.

AU - Marandon, Ariane

AU - Hellon, Vicky

AU - Mitra, Robin

AU - Lehmann, Brieuc

AU - Brauninger, Leandra

AU - McGough, Sarah

AU - Turkay, Cagatay

AU - Frangi, Alejandro F.

AU - Bianconi, Ginestra

AU - Li, Weizi

AU - Rackham, Owen

AU - Parashar, Deepak

AU - Harbron, Chris

AU - MacArthur, Ben

PY - 2025/4

Y1 - 2025/4

UR - https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=pure_starter&SrcAuth=WosAPI&KeyUT=WOS:001473586200002&DestLinkType=FullRecord&DestApp=WOS_CPL

U2 - 10.1038/s42256-025-01024-8

DO - 10.1038/s42256-025-01024-8

M3 - Review article

SN - 2522-5839

VL - 7

SP - 522

EP - 530

JO - Nature Machine Intelligence

JF - Nature Machine Intelligence

IS - 4

ER -

Personalized uncertainty quantification in artificial intelligence

Access to Document

Other files and links

Cite this