Tackling bias in AI datasets through the STANDING together initiative

Shaswath  Ganapathi; Jo  Palmer; Joseph Alderman; Melanie Calvert; Cyrus Espinoza; Jacqui Gath; Marzyeh Ghassemi; Katherine  Heller; Francis  Mckay; Alan  Karthikesalingam; Stephanie  Kuku; Maxine  Mackintosh; Sinduja  Manohar; Bilal Mateen; Rubeta N. Matin; Melissa M McCradden; Lauren Oakden-Rayner; Johan  Ordish; Russell  Pearson; Stephen R  Pfohl; Negar Rostamzadeh; Elizabeth Sapey; Neil J Sebire; Viknesh  Sounderajah; Charlotte  Summers; Darren Treanor; Alastair Denniston; Xiaoxuan Liu

doi:10.1038/s41591-022-01987-w

Tackling bias in AI datasets through the STANDING together initiative

Shaswath Ganapathi
, Jo Palmer
, Joseph Alderman
, Melanie Calvert
, Cyrus Espinoza
, Jacqui Gath
, Marzyeh Ghassemi
, Katherine Heller
, Francis Mckay
, Alan Karthikesalingam
, Stephanie Kuku
, Maxine Mackintosh
, Sinduja Manohar
, Bilal Mateen
, Rubeta N. Matin
, Melissa M McCradden
, Lauren Oakden-Rayner
, Johan Ordish
, Russell Pearson
, Stephen R Pfohl

Negar Rostamzadeh, Elizabeth Sapey, Neil J Sebire, Viknesh Sounderajah, Charlotte Summers, Darren Treanor, Alastair Denniston, Xiaoxuan Liu^*

^*Corresponding author for this work

Research output: Contribution to journal › Comment/debate › peer-review

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Original language	English
Journal	Nature Medicine
DOIs	https://doi.org/10.1038/s41591-022-01987-w
Publication status	Published - 26 Sept 2022

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Ganapathi, S., Palmer, J., Alderman, J., Calvert, M., Espinoza, C., Gath, J., Ghassemi, M., Heller, K., Mckay, F., Karthikesalingam, A., Kuku, S., Mackintosh, M., Manohar, S., Mateen, B., Matin, R. N., McCradden, M. M., Oakden-Rayner, L., Ordish, J., Pearson, R., ... Liu, X. (2022). Tackling bias in AI datasets through the STANDING together initiative. Nature Medicine. https://doi.org/10.1038/s41591-022-01987-w

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author = "Shaswath Ganapathi and Jo Palmer and Joseph Alderman and Melanie Calvert and Cyrus Espinoza and Jacqui Gath and Marzyeh Ghassemi and Katherine Heller and Francis Mckay and Alan Karthikesalingam and Stephanie Kuku and Maxine Mackintosh and Sinduja Manohar and Bilal Mateen and Matin, \{Rubeta N.\} and McCradden, \{Melissa M\} and Lauren Oakden-Rayner and Johan Ordish and Russell Pearson and Pfohl, \{Stephen R\} and Negar Rostamzadeh and Elizabeth Sapey and Sebire, \{Neil J\} and Viknesh Sounderajah and Charlotte Summers and Darren Treanor and Alastair Denniston and Xiaoxuan Liu",

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Ganapathi, S, Palmer, J, Alderman, J , Calvert, M, Espinoza, C, Gath, J, Ghassemi, M, Heller, K, Mckay, F, Karthikesalingam, A, Kuku, S, Mackintosh, M, Manohar, S, Mateen, B, Matin, RN, McCradden, MM, Oakden-Rayner, L, Ordish, J, Pearson, R, Pfohl, SR, Rostamzadeh, N, Sapey, E, Sebire, NJ, Sounderajah, V, Summers, C, Treanor, D, Denniston, A & Liu, X 2022, 'Tackling bias in AI datasets through the STANDING together initiative', Nature Medicine. https://doi.org/10.1038/s41591-022-01987-w

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T1 - Tackling bias in AI datasets through the STANDING together initiative

AU - Ganapathi, Shaswath

AU - Palmer, Jo

AU - Alderman, Joseph

AU - Calvert, Melanie

AU - Espinoza, Cyrus

AU - Gath, Jacqui

AU - Ghassemi, Marzyeh

AU - Heller, Katherine

AU - Mckay, Francis

AU - Karthikesalingam, Alan

AU - Kuku, Stephanie

AU - Mackintosh, Maxine

AU - Manohar, Sinduja

AU - Mateen, Bilal

AU - Matin, Rubeta N.

AU - McCradden, Melissa M

AU - Oakden-Rayner, Lauren

AU - Ordish, Johan

AU - Pearson, Russell

AU - Pfohl, Stephen R

AU - Rostamzadeh, Negar

AU - Sapey, Elizabeth

AU - Sebire, Neil J

AU - Sounderajah, Viknesh

AU - Summers, Charlotte

AU - Treanor, Darren

AU - Denniston, Alastair

AU - Liu, Xiaoxuan

PY - 2022/9/26

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DO - 10.1038/s41591-022-01987-w

M3 - Comment/debate

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JO - Nature Medicine

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