Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images. - Noel Codella; Junjie Cai; Mani Abedini; Rahil Garnavi; Alan Halpern; John R. Smith (MLMI, 2015)

Classification of dermoscopy patterns using deep convolutional neural networks. - Sergey Demyanov; Rajib Chakravorty; Mani Abedini; Alan Halpern; Rahil Garnavi (ISBI, 2016)

Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC). - David A. Gutman; Noel C. F. Codella; M. Emre Celebi 001; Brian Helba; Michael A. Marchetti; Nabin K. Mishra; Allan Halpern (CoRR, 2016)

Deep learning ensembles for melanoma recognition in dermoscopy images. - Noel C. F. Codella; Quoc-Bao Nguyen; Sharath Pankanti; David A. Gutman; Brian Helba; Alan Halpern; John R. Smith (IBM J. Res. Dev., 2017)

Skin lesion analysis toward melanoma detection: A challenge at the 2017 International symposium on biomedical imaging (ISBI), hosted by the international skin imaging collaboration (ISIC). - Noel C. F. Codella; David A. Gutman; M. Emre Celebi 001; Brian Helba; Michael A. Marchetti; Stephen W. Dusza; Aadi Kalloo; Konstantinos Liopyris; Nabin K. Mishra; Harald Kittler; Allan Halpern (ISBI, 2018)

Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images. - Noel C. F. Codella; Chung-Ching Lin; Allan Halpern; Michael Hind; Rogério Schmidt Feris; John R. Smith (MLCN/DLF/iMIMIC@MICCAI, 2018)

Transforming Dermatologic Imaging for the Digital Era: Metadata and Standards. - Liam J. Caffery; David A. Clunie; Clara Curiel-Lewandrowski; Josep Malvehy; H. Peter Soyer; Allan Halpern (J. Digit. Imaging, 2018)

Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC). - Noel C. F. Codella; Veronica Rotemberg; Philipp Tschandl; M. Emre Celebi 001; Stephen W. Dusza; David A. Gutman; Brian Helba; Aadi Kalloo; Konstantinos Liopyris; Michael A. Marchetti; Harald Kittler; Allan Halpern (CoRR, 2019)

BCN20000: Dermoscopic Lesions in the Wild. - Marc Combalia; Noel C. F. Codella; Veronica Rotemberg; Brian Helba; Verónica Vilaplana; Ofer Reiter; Allan C. Halpern; Susana Puig; Josep Malvehy (CoRR, 2019)

Dermoscopy Image Analysis: Overview and Future Directions. - M. Emre Celebi 001; Noel Codella; Allan Halpern (IEEE J. Biomed. Health Informatics, 2019)

Guest Editorial Skin Lesion Image Analysis for Melanoma Detection. - M. Emre Celebi 001; Noel Codella; Allan Halpern; Dinggang Shen (IEEE J. Biomed. Health Informatics, 2019)

A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context. - Veronica Rotemberg; Nicholas R. Kurtansky; Brigid Betz-Stablein; Liam J. Caffery; Emmanouil Chousakos; Noel Codella; Marc Combalia; Stephen W. Dusza; Pascale Guitera; David A. Gutman; Allan Halpern; Harald Kittler; et al. (CoRR, 2020)

DICOM in Dermoscopic Research: an Experience Report and a Way Forward. - Liam J. Caffery; Jochen Weber 001; Nicholas R. Kurtansky; David A. Clunie; Steve Langer; George Shih; Allan Halpern; Veronica Rotemberg (J. Digit. Imaging, 2021)

Guest editorial: Image analysis in dermatology. - M. Emre Celebi 001; Catarina Barata; Allan Halpern; Philipp Tschandl; Marc Combalia; Yuan Liu 019 (Medical Image Anal., 2022)

Nonexpert Crowds Outperform Expert Individuals in Diagnostic Accuracy on a Skin Lesion Diagnosis Task. - Erik P. Duhaime; Mike Jin; Taylor Moulton; Jochen Weber 001; Nicholas R. Kurtansky; Allan Halpern; Veronica Rotemberg (ISBI, 2023)

Prospective validation of dermoscopy-based open-source artificial intelligence for melanoma diagnosis (PROVE-AI study). - Michael A. Marchetti; Emily A. Cowen; Nicholas R. Kurtansky; Jochen Weber 001; Megan Dauscher; Jennifer Defazio; Liang Deng; Stephen W. Dusza; Helen Haliasos; Allan C. Halpern; Sharif Hosein; Zaeem H. Nazir; et al. (npj Digit. Medicine, 2023)

Guest Editorial Skin Image Analysis in the Age of Deep Learning. - M. Emre Celebi 001; Catarina Barata; Allan Halpern; Philipp Tschandl; Marc Combalia; Yuan Liu 019 (IEEE J. Biomed. Health Informatics, 2023)