This paper is in the following e-collection/theme issue:

Applications of AI (167) Artificial Intelligence (1685) Ethical, Legal, and Social Issues in AI (58) Ethics, Privacy, and Legal Issues (544) Equity and Digital Divide (275) Demographics of Users, Social & Digital Divide (825) Systemic Racism and Racial Bias in Health Care and Society (94)

Published on in Vol 3 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/58275, first published .
Ensuring Appropriate Representation in Artificial Intelligence–Generated Medical Imagery: Protocol for a Methodological Approach to Address Skin Tone Bias

Ensuring Appropriate Representation in Artificial Intelligence–Generated Medical Imagery: Protocol for a Methodological Approach to Address Skin Tone Bias

Ensuring Appropriate Representation in Artificial Intelligence–Generated Medical Imagery: Protocol for a Methodological Approach to Address Skin Tone Bias

Authors of this article:

Andrew O'Malley1 Author Orcid Image ;   Miriam Veenhuizen1 Author Orcid Image ;   Ayla Ahmed1 Author Orcid Image
Article Authors Cited by (2) Tweetations (5) Metrics Author Video
All Time | Last Month | Last Six Months | Last Year
Dr Andrew O'Malley Dr Andrew O'Malley @OMalleyFife

???? Our new paper has been published! We have developed a protocol that uses prompt injection to force #genAI to accurately reflect population-specific diversity in skin tones. ✋????✋????✋????✋????✋???? @OpenAI @univofstandrews @jmirpub @sama @Scottish_AI https://t.co/NO2ICEgxZV

5:07 PM · Nov 27, 2024

1
1
Dr Andrew O'Malley Dr Andrew O'Malley @OMalleyFife

RT @OMalleyFife: ???? Our new paper has been published! We have developed a protocol that uses prompt injection to force #genAI to accuratel…

6:17 PM · Nov 27, 2024

1
1
Dr Andrew O'Malley Dr Andrew O'Malley @OMalleyFife

@JayBitground It’s a problem. https://t.co/NO2ICEgxZV

6:18 PM · Nov 27, 2024

0
0
Dr Andrew O'Malley Dr Andrew O'Malley @OMalleyFife

Hi @EllisMonk — I thought you might be interested in our new study… we’ve measured biases in skin tones in images generated by genAI and developed a technique to restore diversity. ✋????✋????✋????✋????✋???? https://t.co/NO2ICEgxZV

6:29 PM · Nov 27, 2024

2
1
Janet Law Janet Law @jlbps

RT @OMalleyFife: Hi @EllisMonk — I thought you might be interested in our new study… we’ve measured biases in skin tones in images generate…

6:36 PM · Nov 27, 2024

2
1
Eveline Ruehlin Eveline Ruehlin @enilev

RT @chidambara09: https://t.co/TtYZFP3y2W ???????????? ???????????????? @BetaMoroney sir ????#BOSCh #DATA #bigdata #ML #Cyber #crypto #Technology #Cloud #ai #Onc…

3:19 AM · Nov 28, 2024

7
3
Antonio Morales Antonio Morales @GlobalAntM

RT @chidambara09: https://t.co/TtYZFP3y2W ???????????? ???????????????? @BetaMoroney sir ????#BOSCh #DATA #bigdata #ML #Cyber #crypto #Technology #Cloud #ai #Onc…

4:00 AM · Nov 28, 2024

7
3
JMIR Publications JMIR Publications @jmirpub

RT @OMalleyFife: ???? Our new paper has been published! We have developed a protocol that uses prompt injection to force #genAI to accuratel…

3:50 PM · Nov 28, 2024

2
2
Hunter Auck Hunter Auck @hauck_23

RT @OMalleyFife: ???? Our new paper has been published! We have developed a protocol that uses prompt injection to force #genAI to accuratel…

12:44 PM · Nov 29, 2024

3
3
Dr Andrew O'Malley Dr Andrew O'Malley @OMalleyFife

RT @OMalleyFife: ???? Our new paper has been published! We have developed a protocol that uses prompt injection to force #genAI to accuratel…

7:51 PM · Dec 22, 2024

4
3