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1

Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks

Burlina, Philippe M., Joshi, Neil, Pekala, Michael, Pacheco, Katia D., Freund, David E., Bressler, Neil M.

Journal:

JAMA Ophthalmology

Année:

2017

Langue:

english

Fichier:

PDF, 512 KB

english, 2017

2

SPIE Proceedings [SPIE SPIE Defense, Security, and Sensing - Baltimore, Maryland (Monday 23 April 2012)] Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII - Computational modeling of skin reflectance spectra for biological parameter estimation through machine learning

Vyas, Saurabh, Van Nguyen, Hien, Burlina, Philippe, Banerjee, Amit, Garza, Luis, Chellappa, Rama, Shen, Sylvia S., Lewis, Paul E.

Année:

2012

Langue:

english

Fichier:

PDF, 331 KB

english, 2012

3

Comparing humans and deep learning performance for grading AMD: A study in using universal deep features and transfer learning for automated AMD analysis

Burlina, Philippe, Pacheco, Katia D., Joshi, Neil, Freund, David E., Bressler, Neil M.

Journal:

Computers in Biology and Medicine

Année:

2017

Langue:

english

Fichier:

PDF, 1.09 MB

english, 2017

4

Temporal Analysis of Motion in Video Sequences through Predictive Operators

Philippe Burlina, Rama Chellappa

Journal:

International Journal of Computer Vision

Année:

1998

Langue:

english

Fichier:

PDF, 309 KB

english, 1998

5

[IEEE 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Rotterdam, Netherlands (2010.04.14-2010.04.17)] 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Increasing temporal resolution of 3D transesophageal ultrasound by rigid body registration of sequential, temporally offset sequences

Contijoch, Francisco, Fernandez-de-Manuel, Laura, Ngo, Tri, Stearns, Joshua, Grogan, Kelly L., Brady, MaryBeth, Burlina, Philippe M., Santos, Andres, Yuh, David D., Herzka, Daniel A., Ledesma-Carbayo,

Année:

2010

Langue:

english

Fichier:

PDF, 371 KB

english, 2010

6

[IEEE 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Southampton, United Kingdom (2013.09.22-2013.09.25)] 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - A practical test set bound for rank learning

Drenkow, Nathan, Burlina, Philippe, Wang, I-Jeng, DeMenthon, Daniel, Carmen, Craig

Année:

2013

Langue:

english

Fichier:

PDF, 264 KB

english, 2013

7

[IEEE 2013 IEEE 26th International Symposium on Computer-Based Medical Systems (CBMS) - Porto, Portugal (2013.06.20-2013.06.22)] Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems - Machine learning methods for in vivo skin parameter estimation

Vyas, Saurabh, Banerjee, Amit, Burlina, Philippe

Année:

2013

Langue:

english

Fichier:

PDF, 284 KB

english, 2013

8

International clinical guideline for the management of classical galactosemia: diagnosis, treatment, and follow-up

Welling, Lindsey, Bernstein, Laurie E., Berry, Gerard T., Burlina, Alberto B., Eyskens, François, Gautschi, Matthias, Grünewald, Stephanie, Gubbels, Cynthia S., Knerr, Ina, Labrune, Philippe, van der

Journal:

Journal of Inherited Metabolic Disease

Année:

2017

Langue:

english

Fichier:

PDF, 266 KB

english, 2017

9

AI for medical imaging goes deep

Ting, Daniel S. W., Liu, Yong, Burlina, Philippe, Xu, Xinxing, Bressler, Neil M., Wong, Tien Y.

Journal:

Nature Medicine

Année:

2018

Langue:

english

Fichier:

PDF, 744 KB

english, 2018

10

Computational Retinal Image Analysis || Artificial intelligence and deep learning in retinal image analysis

Burlina, Philippe

Année:

2019

Langue:

english

Fichier:

PDF, 553 KB

english, 2019

11

Computing Myocardial Motion in 4-Dimensional Echocardiography

Ryan Mukherjee, Chad Sprouse, Aurélio Pinheiro, Theodore Abraham, Philippe Burlina

Journal:

Ultrasound in Medicine & Biology

Année:

2012

Langue:

english

Fichier:

PDF, 1.38 MB

english, 2012

12

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista (Orlando Area), Florida, USA (Saturday 9 February 2013)] Medical Imaging 2013: Computer-Aided Diagnosis - Hyperspectral signature analysis of skin parameters

Vyas, Saurabh, Novak, Carol L., Aylward, Stephen, Banerjee, Amit, Garza, Luis, Kang, Sewon, Burlina, Philippe

Année:

2013

Langue:

english

Fichier:

PDF, 339 KB

english, 2013

13

SPIE Proceedings [SPIE SPIE Defense, Security, and Sensing - Baltimore, Maryland (Monday 23 April 2012)] Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII - Parameter estimation for support vector anomaly detection in hyperspectral imagery

Meth, Reuven, Ahn, James, Banerjee, Amit, Juang, Radford, Burlina, Philippe, Shen, Sylvia S., Lewis, Paul E.

Année:

2012

Langue:

english

Fichier:

PDF, 663 KB

english, 2012

14

Estimating physiological skin parameters from hyperspectral signatures

Vyas, Saurabh, Banerjee, Amit, Burlina, Philippe

Journal:

Journal of Biomedical Optics

Année:

2013

Langue:

english

Fichier:

PDF, 1.33 MB

english, 2013

15

Endocardial Surface Delineation in 3-D Transesophageal Echocardiography

Mukherjee, Ryan, Vyas, Saurabh, Juang, Radford, Sprouse, Chad, Burlina, Philippe

Journal:

Ultrasound in Medicine & Biology

Année:

2013

Langue:

english

Fichier:

PDF, 1.20 MB

english, 2013

16

Patient-Specific Mitral Valve Closure Prediction Using 3D Echocardiography

Burlina, Philippe, Sprouse, Chad, Mukherjee, Ryan, DeMenthon, Daniel, Abraham, Theodore

Journal:

Ultrasound in Medicine & Biology

Année:

2013

Langue:

english

Fichier:

PDF, 2.29 MB

english, 2013

17

Efficient Particle Filtering via Sparse Kernel Density Estimation

Banerjee, Amit, Burlina, Philippe

Journal:

IEEE Transactions on Image Processing

Année:

2010

Langue:

english

Fichier:

PDF, 956 KB

english, 2010

18

[IEEE 2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI 2013) - San Francisco, CA, USA (2013.04.7-2013.04.11)] 2013 IEEE 10th International Symposium on Biomedical Imaging - Endocardium segmentation in 3D Transesophageal Echocardiography

Vyas, Saurabh, Mukherjee, Ryan, Sosa, Federico, Burlina, Philippe

Année:

2013

Langue:

english

Fichier:

PDF, 980 KB

english, 2013

19

[IEEE 2007 IEEE International Conference on Image Processing - San Antonio, TX, USA (2007.09.16-2007.10.19)] 2007 IEEE International Conference on Image Processing - Fast Hyperspectral Anomaly Detection via SVDD

Banerjee, Amit, Burlina, Philippe, Meth, Reuven

Année:

2007

Langue:

english

Fichier:

PDF, 201 KB

english, 2007

20

[IEEE 2014 IEEE 27th International Symposium on Computer-Based Medical Systems (CBMS) - New York, NY, USA (2014.5.27-2014.5.29)] 2014 IEEE 27th International Symposium on Computer-Based Medical Systems - Computing Cardiac Strain from Variational Optical Flow in Four-Dimensional Echocardiography

Vyas, Saurabh, Gammie, James S., Burlina, Philippe

Année:

2014

Langue:

english

Fichier:

PDF, 490 KB

english, 2014

21

[IEEE 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI) - Boston, MA, USA (2009.06.28-2009.07.1)] 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Tracking cell motion using GM-PHD

Ray Juang, Radford, Levchenko, Andre, Burlina, Philippe

Année:

2009

Langue:

english

Fichier:

PDF, 211 KB

english, 2009

22

[IEEE 2007 IEEE International Geoscience and Remote Sensing Symposium - Barcelona, Spain (2007.07.23-2007.07.28)] 2007 IEEE International Geoscience and Remote Sensing Symposium - A machine learning approach for finding hyperspectral endmembers

Banerjee, Amit, Burlina, Philippe, Broadwater, Joshua

Année:

2007

Langue:

english

Fichier:

PDF, 360 KB

english, 2007

23

[IEEE 2007 IEEE International Geoscience and Remote Sensing Symposium - Barcelona, Spain (2007.07.23-2007.07.28)] 2007 IEEE International Geoscience and Remote Sensing Symposium - Kernel fully constrained least squares abundance estimates

Broadwater, Joshua, Chellappa, Rama, Banerjee, Amit, Burlina, Philippe

Année:

2007

Langue:

english

Fichier:

PDF, 656 KB

english, 2007

24

[IEEE 2011 8th IEEE International Symposium on Biomedical Imaging (ISBI 2011) - Chicago, IL, USA (2011.03.30-2011.04.2)] 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Automatic segmentation of the left-ventricular cavity and atrium in 3D ultrasound using graph cuts and the radial symmetry transform

Juang, Radford, McVeigh, Elliot R., Hoffmann, Beatrice, Yuh, David, Burlina, Philippe

Année:

2011

Langue:

english

Fichier:

PDF, 567 KB

english, 2011

25

[IEEE 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) - Sydney, Australia (2008.12.15-2008.12.18)] 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing - Model-based pose estimation by consensus

Jorstad, Anne, Burlina, Philippe, Wang, I-Jeng, Lucarelli, Dennis, DeMenthon, Daniel

Année:

2008

Langue:

english

Fichier:

PDF, 176 KB

english, 2008

26

Non-invasive estimation of skin thickness from hyperspectral imaging and validation using echography

Vyas, Saurabh, Meyerle, Jon, Burlina, Philippe

Journal:

Computers in Biology and Medicine

Année:

2015

Langue:

english

Fichier:

PDF, 1.83 MB

english, 2015

27

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - Sparse feature extraction for Support Vector Data Description applications

Banerjee, Amit, Juang, Radford, Broadwater, Joshua, Burlina, Philippe

Année:

2010

Langue:

english

Fichier:

PDF, 338 KB

english, 2010

28

Automated segmentation of geographic atrophy of the retinal epithelium via random forests in AREDS color fundus images

Feeny, Albert K., Tadarati, Mongkol, Freund, David E., Bressler, Neil M., Burlina, Philippe

Journal:

Computers in Biology and Medicine

Année:

2015

Langue:

english

Fichier:

PDF, 7.81 MB

english, 2015

29

SPIE Proceedings [SPIE SPIE Defense and Security Symposium - Orlando, FL (Sunday 16 March 2008)] Automatic Target Recognition XVIII - Rapid high-performance hyperspectral anomaly detection via global support vector data description

Meth, Reuven, Sadjadi, Firooz A., Mahalanobis, Abhijit, Banerjee, Amit, Burlina, Philippe, Strat, Thomas

Année:

2008

Langue:

english

Fichier:

PDF, 159 KB

english, 2008

30

SPIE Proceedings [SPIE Applications in Optical Science and Engineering - Boston, MA (Sunday 15 November 1992)] Mobile Robots VII - Integration of motion/structure analysis and trajectory planning

Burlina, Philippe, DeMenthon, Daniel, Davis, Larry S., Wolfe, William J., Chun, Wendell H.

Année:

1993

Langue:

english

Fichier:

PDF, 414 KB

english, 1993

31

SPIE Proceedings [SPIE 24th AIPR Workshop on Tools and Techniques for Modeling and Simulation - Washington, DC (Wednesday 11 October 1995)] 24th AIPR Workshop on Tools and Techniques for Modeling and Simulation - Model-supported exploitation of synthetic aperture radar images

Chellappa, Rama, Kuttikkad, Shyam, Meth, Reuven, Burlina, Philippe, Shekhar, Chandra S., Gerson, Donald J.

Année:

1996

Langue:

english

Fichier:

PDF, 875 KB

english, 1996

32

SPIE Proceedings [SPIE AeroSense '97 - Orlando, FL (Monday 21 April 1997)] Radar Sensor Technology II - Segmentation-based detection of targets in foliage-penetrating SAR images

Banerjee, Amit, Burlina, Philippe, Trebits, Robert, Kurtz, James L.

Année:

1997

Langue:

english

Fichier:

PDF, 467 KB

english, 1997

33

SPIE Proceedings [SPIE SPIE Defense, Security, and Sensing - Orlando, Florida, USA (Monday 13 April 2009)] Automatic Target Recognition XIX - Comparison of kernel based PDF estimation methods

Freund, David E., Sadjadi, Firooz A., Mahalanobis, Abhijit, Burlina, Philippe, Banerjee, Amit, Justen, Erik

Année:

2009

Langue:

english

Fichier:

PDF, 662 KB

english, 2009

34

Diagnostic tests for Niemann-Pick disease type C (NP-C): A critical review

Vanier, Marie T., Gissen, Paul, Bauer, Peter, Coll, Maria J., Burlina, Alberto, Hendriksz, Christian J., Latour, Philippe, Goizet, Cyril, Welford, Richard W.D., Marquardt, Thorsten, Kolb, Stefan A.

Journal:

Molecular Genetics and Metabolism

Année:

2016

Langue:

english

Fichier:

PDF, 530 KB

english, 2016

35

[IEEE 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Orlando, FL, USA (2016.8.16-2016.8.20)] 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Embedded clutter reduction and face detection algorithms for a visual prosthesis

Rollend, Derek M., Rosendall, Paul E., Wolfe, Kevin C., Kleissas, Dean M., Billings, Seth D., Oben, Jonathan M., Helder, John B., Tenore, Francesco V., Burlina, Philippe M., Roy, Arup, Greenberg, Robe

Année:

2016

Langue:

english

Fichier:

PDF, 839 KB

english, 2016

36

[IEEE 2016 23rd International Conference on Pattern Recognition (ICPR) - Cancun, Mexico (2016.12.4-2016.12.8)] 2016 23rd International Conference on Pattern Recognition (ICPR) - MRCNN: A stateful Fast R-CNN

Burlina, Philippe

Année:

2016

Langue:

english

Fichier:

PDF, 816 KB

english, 2016

37

[IEEE 2016 23rd International Conference on Pattern Recognition (ICPR) - Cancun (2016.12.4-2016.12.8)] 2016 23rd International Conference on Pattern Recognition (ICPR) - Ultrasound image analysis for myopathy detection

Billings, Seth, Albayda, Jemima, Burlina, Philippe

Année:

2016

Langue:

english

Fichier:

PDF, 460 KB

english, 2016

38

[IEEE 2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA) - Nagoya, Japan (2017.5.8-2017.5.12)] 2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA) - Hierarchical zero-shot classification with convolutional neural network features and semantic attribute learning

Markowitz, Jared, Schmidt, Aurora C., Burlina, Philippe M., Wang, I-Jeng

Année:

2017

Langue:

english

Fichier:

PDF, 383 KB

english, 2017

39

[IEEE 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) - Cancun, Mexico (2017.12.18-2017.12.21)] 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) - A Hybrid Approach for Incorporating Deep Visual Features and Side Channel Information with Applications to AMD Detection

Horta, Arnaldo, Joshi, Neil, Pekala, Michael, Pacheco, Katia D., Kong, Jun, Bressler, Neil, Freund, David E, Burlina, Philippe

Année:

2017

Langue:

english

Fichier:

PDF, 107 KB

english, 2017

40

[IEEE 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) - Cancun (2017.12.18-2017.12.21)] 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) - Machine Learning Methods for 1D Ultrasound Breast Cancer Screening

Joshi, Neil, Billings, Seth, Schwartz, Erika, Harvey, Susan, Burlina, Philippe

Année:

2017

Langue:

english

Fichier:

PDF, 509 KB

english, 2017

41

[IEEE 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Lausanne, Switzerland (2014.6.24-2014.6.27)] 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Cross validating hyperspectral with Ultrasound-based skin thickness estimation

Vyas, Saurabh, Meyerle, Jon, Burlina, Philippe

Année:

2014

Langue:

english

Fichier:

PDF, 601 KB

english, 2014

42

[IEEE 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Honolulu, HI, USA (2017.7.21-2017.7.26)] 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Leveraging Deep Reinforcement Learning for Reaching Robotic Tasks

Katyal, Kapil, Wang, I-Jeng, Burlina, Philippe

Année:

2017

Langue:

english

Fichier:

PDF, 200 KB

english, 2017

43

Automated diagnosis of myositis from muscle ultrasound: Exploring the use of machine learning and deep learning methods

Burlina, Philippe, Billings, Seth, Joshi, Neil, Albayda, Jemima, Miller, Frederick W.

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 8.85 MB

english, 2017

44

Automated Classification of Severity of Age-Related Macular Degeneration from Fundus Photographs

Kankanahalli, Srihari, Burlina, Philippe M., Wolfson, Yulia, Freund, David E., Bressler, Neil M.

Journal:

Investigative Ophthalmology & Visual Science

Année:

2013

Langue:

english

Fichier:

PDF, 301 KB

english, 2013

45

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

Burlina, Philippe M., Joshi, Neil J., Ng, Elise, Billings, Seth D., Rebman, Alison W., Aucott, John N.

Journal:

Computers in Biology and Medicine

Année:

2018

Langue:

english

Fichier:

PDF, 1001 KB

english, 2018

46

Deep embeddings for novelty detection in myopathy

Burlina, Philippe, Joshi, Neil, Billings, Seth, Wang, I-Jeng, Albayda, Jemima

Journal:

Computers in Biology and Medicine

Année:

2019

Langue:

english

Fichier:

PDF, 1.05 MB

english, 2019

47

Assessment of Deep Generative Models for High-Resolution Synthetic Retinal Image Generation of Age-Related Macular Degeneration

Burlina, Philippe M., Joshi, Neil, Pacheco, Katia D., Liu, T. Y. Alvin, Bressler, Neil M.

Journal:

JAMA Ophthalmology

Année:

2019

Langue:

english

Fichier:

PDF, 310 KB

english, 2019

48

[IEEE 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Long Beach, CA, USA (2019.6.15-2019.6.20)] 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection

Burlina, Philippe, Joshi, Neil, Wang, I-Jeng

Année:

2019

Langue:

english

Fichier:

PDF, 1.44 MB

english, 2019

49

Low-Shot Deep Learning of Diabetic Retinopathy With Potential Applications to Address Artificial Intelligence Bias in Retinal Diagnostics and Rare Ophthalmic Diseases

Burlina, Philippe, Paul, William, Mathew, Philip, Joshi, Neil, Pacheco, Katia D., Bressler, Neil M.

Journal:

JAMA Ophthalmology

Année:

2020

Fichier:

PDF, 353 KB

2020

50

AI-based detection of erythema migrans and disambiguation against other skin lesions

Burlina, Philippe M., Joshi, Neil J., Mathew, Phil A., Paul, William, Rebman, Alison W., Aucott, John N.

Journal:

Computers in Biology and Medicine

Année:

2020

Fichier:

PDF, 5.07 MB

2020