Philippe Burlina

Joint

1992 …2019
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Research Output 1992 2019

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

Ultrasonic applications
Myositis
Muscular Diseases
Muscle
Muscles

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
Health

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

DRL Based Intelligent Joint Manipulator and Viewing Camera Control for Reaching Tasks and Environments with Obstacles and Occluders

Staley, E. W., Katyal, K. D. & Burlina, P., Oct 10 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. 8489273

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

Reinforcement learning
Manipulators
Cameras
Robotics
Pixels

Machine learning methods for 1D ultrasound breast cancer screening

Joshi, N., Billings, S., Schwartz, E., Harvey, S. & 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. 711-715 5 p.

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

Learning systems
Screening
Ultrasonics
Tissue
Costs