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)

Slim-YOLO: A Simplified Object Detection Model for the Detection of Pigmented Iris Freckles as a Potential Biomarker for Cutaneous Melanoma. - D. Nathasha U. Naranpanawa; Yanyang Gu; Shekhar S. Chandra; Brigid Betz-Stablein; Richard A. Sturm; H. Peter Soyer; Anders P. Eriksson (DICTA, 2021)

Suspicious Naevi Classification Using Auxiliary Classifier Generative Adversarial Network. - Fatima Al Zegair; Chantal Rutjes; Brigid Betz-Stablein; Zongyuan Ge; H. Peter Soyer; Shekhar S. Chandra (DICTA, 2023)

Application of Machine Learning in Melanoma Detection and the Identification of 'Ugly Duckling' and Suspicious Naevi: A Review. - Fatima Al Zegair; D. Nathasha U. Naranpanawa; Brigid Betz-Stablein; Monika Janda; H. Peter Soyer; Shekhar S. Chandra (CoRR, 2023)

Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification. - Nathasha Naranpanawa; H. Peter Soyer; Adam Mothershaw; Gayan K. Kulatilleke; Zongyuan Ge; Brigid Betz-Stablein; Shekhar S. Chandra (CoRR, 2023)

Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis. - Deval Mehta; Brigid Betz-Stablein; Toàn D. Nguyên; Yaniv Gal; Adrian Bowling; Martin Haskett; Maithili Sashindranath; C. Paul Bonnington; Victoria Mar; H. Peter Soyer; Zongyuan Ge (CoRR, 2023)

A Tiered Quadruplet Network with Patient-Specific Mining and Dynamic Margin for Improved ugly Duckling Lesion Classification. - Nathasha Naranpanawa; H. Peter Soyer; Adam Mothershaw; Gayan K. Kulatilleke; Zongyuan Ge; Brigid Betz-Stablein; Shekhar S. Chandra (ISBI, 2024)

Prompt-Driven Latent Domain Generalization for Medical Image Classification. - Siyuan Yan; Zhen Yu; Chi Liu 002; Lie Ju; Dwarikanath Mahapatra; Brigid Betz-Stablein; Victoria Mar; Monika Janda; H. Peter Soyer; Zongyuan Ge (IEEE Trans. Medical Imaging, 2025)