Elise Ng

Assistant Professor

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Netherton Syndrome Medicine & Life Sciences
Fasciitis Medicine & Life Sciences
Ichthyosis Medicine & Life Sciences
Skin Medicine & Life Sciences
imiquimod Medicine & Life Sciences
Melanoma Medicine & Life Sciences
Lasers Medicine & Life Sciences
Granulomatous Mastitis Medicine & Life Sciences

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Research Output 2012 2019

Automated detection of erythema migrans and other confounding skin lesions via deep learning

Burlina, P., Joshi, N. J., Ng, E., Billings, S. D., Rebman, A. W. & Aucott, J., Feb 1 2019, In : Computers in Biology and Medicine. 105, p. 151-156 6 p.

Research output: Contribution to journalArticle

Lyme Disease
Acute Disease

Skin image analysis for erythema migrans detection and automated lyme disease referral

Burlina, P., Joshi, N., Ng, E., Billings, S., Rebman, A. & Aucott, J., Jan 1 2018, OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis - 1st International Workshop, OR 2.0 2018 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, 3rd International Workshop, ISIC 2018 Held in Conjunction with MICCAI 2018. Malpani, A., Zenati, M. A., Oyarzun Laura, C., Celebi, M. E., Sarikaya, D., Codella, N. C., Halpern, A., Erdt, M., Maier-Hein, L., Xiongbiao, L., Wesarg, S., Stoyanov, D., Taylor, Z., Drechsler, K., Dana, K., Martel, A., Shekhar, R., De Ribaupierre, S., Reichl, T., McLeod, J., González Ballester, M. A., Collins, T. & Linguraru, M. G. (eds.). Springer Verlag, p. 244-251 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11041 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image Analysis
Image analysis
Cohen's kappa
Transfer Learning

A prospective study evaluating the utility of a 2-mm biopsy margin for complete removal of histologically atypical (dysplastic) nevi

Terushkin, V., Ng, E., Stein, J. A., Katz, S., Cohen, D. E., Meehan, S. & Polsky, D., Dec 1 2017, In : Journal of the American Academy of Dermatology. 77, 6, p. 1096-1099 4 p.

Research output: Contribution to journalArticle

Dysplastic Nevus Syndrome
Prospective Studies

Erythema nodosum in association with idiopathic granulomatous mastitis: a case series and review of the literature

Fruchter, R., Castilla, C., Ng, E., Pomeranz, M. K. & Femia, A. N., Sep 1 2017, In : Journal of the European Academy of Dermatology and Venereology. 31, 9, p. e391-e393

Research output: Contribution to journalLetter

Granulomatous Mastitis
Erythema Nodosum

Cowden syndrome presenting with trichilemmomas

Ng, E., Terushkin, V., Meehan, S. A., Ho, R. & Pomeranz, M. K., Jan 1 2016, In : Dermatology Online Journal. 22, 12, p. 33-35 3 p.

Research output: Contribution to journalArticle

Multiple Hamartoma Syndrome
Germ-Line Mutation