Philippe Burlina


1992 …2019
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  • 2 Similar Profiles
Echocardiography Engineering & Materials Science
Macular Degeneration Medicine & Life Sciences
Three-Dimensional Echocardiography Medicine & Life Sciences
Data description Engineering & Materials Science
Skin Engineering & Materials Science
Image analysis Engineering & Materials Science
Mitral Valve Medicine & Life Sciences
Learning Medicine & Life Sciences

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Research Output 1992 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

Deep embeddings for novelty detection in myopathy

Burlina, P., Joshi, N., Billings, S., Wang, I. J. & Albayda, J., Feb 1 2019, In : Computers in Biology and Medicine. 105, p. 46-53 8 p.

Research output: Contribution to journalArticle

Muscular Diseases
Informed Consent
Area Under Curve

A hybrid approach for incorporating deep visual features and side channel information with applications to AMD detection

Horta, A., Joshi, N., Pekala, M., Pacheco, K. D., Kong, J., Bressler, N. M., Freund, D. E. & Burlina, P., Jan 16 2018, Proceedings - 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 716-720 5 p.

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

Image analysis

AI for medical imaging goes deep

Ting, D. S. W., Liu, Y., Burlina, P., Xu, X., Bressler, N. M. & Wong, T. Y., May 1 2018, In : Nature Medicine. 24, 5, p. 539-540 2 p.

Research output: Contribution to journalArticle

Retinal Diseases
Artificial Intelligence
Optical Coherence Tomography
Medical imaging
Diagnostic Imaging

Assessment of deep generative models for high-resolution synthetic retinal image generation of age-related macular degeneration

Burlina, P., Joshi, N., Pacheco, K. D., Liu, T. Y. & Bressler, N. M., Jan 1 2018, (Accepted/In press) In : JAMA Ophthalmology.

Research output: Contribution to journalArticle

Macular Degeneration
Area Under Curve
Eye Diseases