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

Andrew O'Malley, Miriam Veenhuizen, Ayla Ahmed

JMIR AI 2024;3:e58275

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Impact of Skin Pigmentation on Pulse Oximetry Blood Oxygenation and Wearable Pulse Rate Accuracy: Systematic Review and Meta-Analysis

Sanidhya Singh, Miles Romney Bennett, Chen Chen, Sooyoon Shin, Hamid Ghanbari, Benjamin W Nelson

J Med Internet Res 2024;26:e62769

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Skin of Color Representation Trends in JAAD Case Reports 2015-2021: Content Analysis

Nathaniel A Marroquin, Alexa Carboni, Morgan Zueger, Mindy D Szeto, Jessica Kirk, Jieying Wu, Hamza Ajmal, Robert P Dellavalle

JMIR Dermatol 2023;6:e40816

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Dynamic Region of Interest Selection in Remote Photoplethysmography: Proof-of-Concept Study

Adam Kiddle, Helen Barham, Simon Wegerif, Connie Petronzio

JMIR Form Res 2023;7:e44575

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Skin of Color Dermatology Representation in American College of Mohs Surgery Educational Cases on Instagram: Content Analysis

Morgan Zueger, Paige Nahod, Nathaniel A Marroquin, Mindy D Szeto, Hamza Ajmal, Olnita Martini, Colin Burnette, Alyssa P Quinn, Garrett Furth, Michelle Militello, Robert P Dellavalle

JMIR Dermatol 2023;6:e44103

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Equity-Driven Sensing System for Measuring Skin Tone–Calibrated Peripheral Blood Oxygen Saturation (OptoBeat): Development, Design, and Evaluation Study

Alexander T Adams, Ilan Mandel, Yixuan Gao, Bryan W Heckman, Rajalakshmi Nandakumar, Tanzeem Choudhury

JMIR Biomed Eng 2022;7(1):e34934

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Performance of Artificial Intelligence Imaging Models in Detecting Dermatological Manifestations in Higher Fitzpatrick Skin Color Classifications

Pushkar Aggarwal

JMIR Dermatol 2021;4(2):e31697

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