Project

Diagnosing Diagnosis in Dermatology

matt

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Publication

Deep learning-aided decision support for diagnosis of skin disease across skin tones

Groh, M., Badri, O., Daneshjou, R. et al. Deep learning-aided decision support for diagnosis of skin disease across skin tones. Nat Med (2024). https://doi.org/10.1038/s41591-023-02728-3

Publication

Towards Transparency in Dermatology Image Datasets with Skin Tone Annotations by Experts, Crowds, and an Algorithm

Groh, Matthew, Caleb Harris, Roxana Daneshjou, Omar Badri, and Arash Koochek. "Towards transparency in dermatology image datasets with skin tone annotations by experts, crowds, and an algorithm." CSCW (2022).

Publication

Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset

Groh, Matthew, Caleb Harris, Luis Soenksen, Felix Lau, Rachel Han, Aerin Kim, Arash Koochek, and Omar Badri. "Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset." arXiv preprint arXiv:2104.09957 (2021). Accepted at CVPR ISIC 2021 workshop. Publication pending.