How to train your artificial intelligence (AI) dragon: an analysis of human triage performance of community-captured images to inform development of AI solutions

Gillian X. M. Chin; Callum Hakimi-Khiabani; Sanaa Butt; Alyson Bryden; Shareen Muthiah; Tamas Suveges; Colin Morton; Andrew Coon; Colin Fleming

doi:10.1111/bjd.21384

How to train your artificial intelligence (AI) dragon: an analysis of human triage performance of community-captured images to inform development of AI solutions

Gillian X. M. Chin (Lead / Corresponding author)
, Callum Hakimi-Khiabani (Lead / Corresponding author)
, Sanaa Butt
, Alyson Bryden
, Shareen Muthiah
, Tamas Suveges
, Colin Morton
, Andrew Coon
, Colin Fleming

Research output: Contribution to journal › Meeting abstract › peer-review

Original language	English
Article number	BT11
Pages (from-to)	124
Number of pages	1
Journal	British Journal of Dermatology
Volume	187
Issue number	S1
Early online date	5 Jul 2022
DOIs	https://doi.org/10.1111/bjd.21384
Publication status	Published - Jul 2022
Event	British Association of Dermatologists 102nd Annual Meeting - Glasgow, United Kingdom Duration: 5 Jul 2022 → 7 Jul 2022 https://badannualmeeting.co.uk/

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10.1111/bjd.21384

2 Meeting abstract

Key steps in the coding of an image dataset for the development of artificial intelligence in dermatology
Muthiah, S. (Lead / Corresponding author), Craig, F., Sinclair, S., Butt, S., Chin, G., Fleming, C. & Morton, C., Jul 2022, In: British Journal of Dermatology. 187, S1, p. 124-125 2 p., BT12.
Research output: Contribution to journal › Meeting abstract › peer-review

Open Access
Prepare to Succeed: Real-World Image Datasets for Artificial Intelligence in Skin Cancer Triage
Chin, G. X. M. (Lead / Corresponding author), Suveges, T., Carse, J., Butt, S., Muthiah, S., Morton, C., Trucco, E., Proby, C., McKenna, S. & Fleming, C., 5 Jul 2022, In: British Journal of Dermatology. 187, S1, p. 125 1 p., BT13.
Research output: Contribution to journal › Meeting abstract › peer-review

Open Access
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Chin, G. X. M., Hakimi-Khiabani, C., Butt, S., Bryden, A., Muthiah, S., Suveges, T., Morton, C., Coon, A., & Fleming, C. (2022). How to train your artificial intelligence (AI) dragon: an analysis of human triage performance of community-captured images to inform development of AI solutions. British Journal of Dermatology, 187(S1), 124. Article BT11. https://doi.org/10.1111/bjd.21384

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title = "How to train your artificial intelligence (AI) dragon: an analysis of human triage performance of community-captured images to inform development of AI solutions",

author = "Chin, \{Gillian X. M.\} and Callum Hakimi-Khiabani and Sanaa Butt and Alyson Bryden and Shareen Muthiah and Tamas Suveges and Colin Morton and Andrew Coon and Colin Fleming",

note = "Copyright: {\textcopyright} 2022 British Association of Dermatologists.; British Association of Dermatologists 102nd Annual Meeting ; Conference date: 05-07-2022 Through 07-07-2022",

year = "2022",

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language = "English",

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Chin, GXM, Hakimi-Khiabani, C, Butt, S, Bryden, A, Muthiah, S, Suveges, T, Morton, C, Coon, A & Fleming, C 2022, 'How to train your artificial intelligence (AI) dragon: an analysis of human triage performance of community-captured images to inform development of AI solutions', British Journal of Dermatology, vol. 187, no. S1, BT11, pp. 124. https://doi.org/10.1111/bjd.21384

How to train your artificial intelligence (AI) dragon: an analysis of human triage performance of community-captured images to inform development of AI solutions. / Chin, Gillian X. M. (Lead / Corresponding author); Hakimi-Khiabani, Callum (Lead / Corresponding author); Butt, Sanaa et al.
In: British Journal of Dermatology, Vol. 187, No. S1, BT11, 07.2022, p. 124.

Research output: Contribution to journal › Meeting abstract › peer-review

TY - JOUR

T1 - How to train your artificial intelligence (AI) dragon

T2 - British Association of Dermatologists 102nd Annual Meeting

AU - Chin, Gillian X. M.

AU - Hakimi-Khiabani, Callum

AU - Butt, Sanaa

AU - Bryden, Alyson

AU - Muthiah, Shareen

AU - Suveges, Tamas

AU - Morton, Colin

AU - Coon, Andrew

AU - Fleming, Colin

PY - 2022/7

Y1 - 2022/7

U2 - 10.1111/bjd.21384

DO - 10.1111/bjd.21384

M3 - Meeting abstract

SN - 0007-0963

VL - 187

SP - 124

JO - British Journal of Dermatology

JF - British Journal of Dermatology

IS - S1

M1 - BT11

Y2 - 5 July 2022 through 7 July 2022

ER -

How to train your artificial intelligence (AI) dragon: an analysis of human triage performance of community-captured images to inform development of AI solutions

Access to Document

Research output

Key steps in the coding of an image dataset for the development of artificial intelligence in dermatology

Prepare to Succeed: Real-World Image Datasets for Artificial Intelligence in Skin Cancer Triage

Cite this