John N. Aucott

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Fully Unsupervised

Statistical Classification

Dermoscopy Images

Automated Detection

Top Venues

Comput. Biol. Medicine

OR 2.0/CARE/CLIP/ISIC@MICCAI

Publications

Haolin Yuan, John N. Aucott, Armin Hadzic, William Paul, Marcia Villegas de Flores, Philip Mathew, Philippe Burlina, Yinzhi Cao
EdgeMixup: Embarrassingly Simple Data Alteration to Improve Lyme Disease Lesion Segmentation and Diagnosis Fairness. MICCAI (4) (2023)
Haolin Yuan, Armin Hadzic, William Paul, Daniella Villegas de Flores, Philip Mathew, John N. Aucott, Yinzhi Cao, Philippe Burlina
EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation. CoRR (2022)
Philippe M. Burlina, William Paul, Phil A. Mathew, Neil J. Joshi, Alison W. Rebman, John N. Aucott
AI Progress in Skin Lesion Analysis. CoRR (2020)
Philippe M. Burlina, Neil J. Joshi, Phil A. Mathew, William Paul, Alison W. Rebman, John N. Aucott
AI-based detection of erythema migrans and disambiguation against other skin lesions. Comput. Biol. Medicine 125 (2020)
Philippe M. Burlina, Neil Joshi, Elise Ng, Seth D. Billings, Alison W. Rebman, John N. Aucott
Automated detection of erythema migrans and other confounding skin lesions via deep learning. Comput. Biol. Medicine 105 (2019)
Philippe Burlina, Neil Joshi, Elise Ng, Seth Billings, Alison W. Rebman, John N. Aucott
Skin Image Analysis for Erythema Migrans Detection and Automated Lyme Disease Referral. OR 2.0/CARE/CLIP/ISIC@MICCAI (2018)