Search Results for author: Roberto Novoa

Found 2 papers, 1 papers with code

SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained model debugging and analysis

no code implementations1 Feb 2023 Roxana Daneshjou, Mert Yuksekgonul, Zhuo Ran Cai, Roberto Novoa, James Zou

To provide a medical dataset densely annotated by domain experts with annotations useful across multiple disease processes, we developed SkinCon: a skin disease dataset densely annotated by dermatologists.

Interpretable Machine Learning

Development and Clinical Evaluation of an AI Support Tool for Improving Telemedicine Photo Quality

1 code implementation12 Sep 2022 Kailas Vodrahalli, Justin Ko, Albert S. Chiou, Roberto Novoa, Abubakar Abid, Michelle Phung, Kiana Yekrang, Paige Petrone, James Zou, Roxana Daneshjou

To address this issue, we developed TrueImage 2. 0, an artificial intelligence (AI) model for assessing patient photo quality for telemedicine and providing real-time feedback to patients for photo quality improvement.

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