Research Output 1962 2019

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Conference contribution
2019

Accelerated experimental design for pairwise comparisons

Guo, Y., Dy, J., Erdogmus, D., Kalpathy-Cramer, J., Ostmo, S., Campbell, J., Chiang, M. & Ioannidis, S., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 432-440 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Design of experiments
Labels
Geometry

Improved interpretability for computer-aided severity assessment of retinopathy of prematurity

Graziani, M., Brown, J. M., Andrearczyk, V., Yildiz, V., Campbell, J., Erdogmus, D., Ioannidis, S., Chiang, M., Kalpathy-Cramer, J. & Müller, H., Jan 1 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 109501R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

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

Retinopathy of Prematurity
Computer aided diagnosis
learning
curvature
Learning
2018

Analysis of small vessel cochlear blood flow regulation during loud sound exposure in the mouse

Burwood, G. W. S., Dziennis, S., Wilson, T., Yang, J., Liu, G., Foster, S., Wang, R. & Nuttall, A., Jan 1 2018, Tenth International Conference on Information Optics and Photonics. Huang, Y. (ed.). SPIE, Vol. 10964. 109641R

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

blood flow
Blood Flow
Vessel
vessels
mice
2 Citations (Scopus)

Experimental design under the Bradley-Terry model

Guo, Y., Tian, P., Kalpathy-Cramer, J., Ostmo, S., Campbell, J., Chiang, M., Erdogmu ş, D., Dy, J. & Ioannidis, S., Jan 1 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2018-July. p. 2198-2204 7 p.

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

Design of experiments
Labels
2 Citations (Scopus)

Fully automated disease severity assessment and treatment monitoring in retinopathy of prematurity using deep learning

Brown, J. M., Campbell, J., Beers, A., Chang, K., Donohue, K., Ostmo, S., Chan, R. V. P., Dy, J., Erdogmus, D., Ioannidis, S., Chiang, M. & Kalpathy-Cramer, J., Jan 1 2018, Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications. SPIE, Vol. 10579. 105790Q

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

Retinopathy of Prematurity
learning
Learning
Monitoring
Infant, Premature, Diseases
2016

Toward a severity index for ROP: An unsupervised approach

Tian, P., Ataer-Cansizoglu, E., Kalpathy-Cramer, J., Ostmo, S., Jonas, K., Chan, R. V. P., Campbell, J., Chiang, M. & Erdogmus, D., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 1312-1315 4 p. 7590948

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

Retinopathy of Prematurity
Low Birth Weight Infant
Blindness
Probability distributions
Statistics
2015
4 Citations (Scopus)

A GMM-based feature extraction technique for the automated diagnosis of Retinopathy of Prematurity

Bolon-Canedo, V., Ataer-Cansizoglu, E., Erdogmus, D., Kalpathy-Cramer, J. & Chiang, M., Jul 21 2015, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 1498-1501 4 p. 7164161

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

Retinopathy of Prematurity
Feature extraction
Statistics
Blindness
Eye Diseases
4 Citations (Scopus)

Analysis of shape assumptions in 3D reconstruction of retina from multiple fundus images

Ataer-Cansizoglu, E., Taguchi, Y., Kalpathy-Cramer, J., Chiang, M. & Erdogmus, D., Jul 21 2015, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 1502-1505 4 p. 7164162

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

Least-Squares Analysis
Retina
Cameras
2012
15 Citations (Scopus)

Level sets for retinal vasculature segmentation using seeds from ridges and edges from phase maps

Dizdaro, B., Ataer-Cansizoglu, E., Kalpathy-Cramer, J., Keck, K., Chiang, M. & Erdogmus, D., 2012, IEEE International Workshop on Machine Learning for Signal Processing, MLSP. 6349730

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

Edge detection
Seed
Sampling
6 Citations (Scopus)

Observer and feature analysis on diagnosis of retinopathy of prematurity

Ataer-Cansizoglu, E., You, S., Kalpathy-Cramer, J., Keck, K., Chiang, M. & Erdogmus, D., 2012, IEEE International Workshop on Machine Learning for Signal Processing, MLSP. 6349809

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

Labels
Experiments
3 Citations (Scopus)

Speckle reduction in swept source optical coherence tomography images with slow-axis averaging

Tan, O., Li, Y., Wang, Y., Kraus, M. F., Liu, J. J., Potsaid, B., Baumann, B., Fujimoto, J. G. & Huang, D., 2012, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. SPIE, Vol. 8213. 82132Z

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

Optical tomography
Optical Coherence Tomography
Speckle
tomography
Laser beams
2011
3 Citations (Scopus)

A compound segmentation algorithm for anterior chamber angle in OCT image

Wu, W., Li, Y., Huang, D. & Duan, H., 2011, Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011. Vol. 1. p. 12-15 4 p. 6098334

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

Optical tomography
Optical Coherence Tomography
Anterior Chamber
Angle Closure Glaucoma
Angle measurement

Dual angle scan protocol with Doppler optical coherence tomography for retinal blood flow measurement

Tan, O., Wang, Y. & Huang, D., 2011, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 7963. 79633X

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

Optical tomography
flow measurement
Optical Coherence Tomography
Flow measurement
blood flow
2 Citations (Scopus)

Effect of blood vessel diameter on relative blood flow estimate in Doppler optical coherence tomography algorithms

Tokayer, J. & Huang, D., 2011, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 7889. 78892X

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

Optical tomography
blood vessels
Optical Coherence Tomography
Blood vessels
blood flow

Investigation of retinal blood flow in glaucoma patients by Doppler Fourier-domain optical coherence tomography

Wang, Y., Zhang, X., Tan, O. & Huang, D., 2011, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 7889. 78890G

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

glaucoma
Optical tomography
Optical Coherence Tomography
blood flow
Glaucoma
7 Citations (Scopus)

Normal and keratoconic corneal epithelial thickness mapping using Fourier-domain optical coherence tomography

Li, Y., Tan, O. & Huang, D., 2011, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 7965. 796508

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

Optical tomography
Optical Coherence Tomography
tomography
Surgery
Keratoconus
2 Citations (Scopus)

Sparsity-based retinal layer segmentation of optical coherence tomography images

Tokayer, J., Ortega, A. & Huang, D., 2011, Proceedings - International Conference on Image Processing, ICIP. p. 449-452 4 p. 6116547

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

Optical tomography
Graph theory
Image segmentation
Dynamic programming
Boundary layers
2010
17 Citations (Scopus)

Functional changes in inner retinal neurons in animal models of photoreceptor degeneration

Puthussery, T. & Taylor, W., 2010, Advances in Experimental Medicine and Biology. Vol. 664. p. 525-532 8 p. (Advances in Experimental Medicine and Biology; vol. 664).

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

Retinal Neurons
Neurotransmitter Receptor
Retinitis Pigmentosa
Neurons
Cones

The study of effects of pore architecture in chitosan scaffolds on the fluid flow pattern by Doppler OCT

Yang, Y., Iftimia, A., Yali, J., Gould, T., El Haj, A. & Wang, R. K., 2010, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 7566. 75660J

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

Chitosan
Tissue Engineering
Scaffolds
Flow patterns
fluid flow
2008

In situ monitoring of localized shear stress and fluid flow within developing tissue constructs by Doppler optical coherence tomography

Yali, J., Bagnaninchi, P. O. & Wang, R. K., 2008, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 6858. 68580G

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

Optical tomography
Shear stress
Flow of fluids
Tissue
Monitoring
2006

Registration of microscopic iris image sequences using probabilistic mesh

Song, X., Myronenko, A., Plank, S. R. & Rosenbaum, J. J., 2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 4191 LNCS - II. p. 553-560 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4191 LNCS - II).

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

Iris
Image Sequence
Registration
Mesh
Immune system
2005

Corneal and anterior segment optical coherence tomography

Li, Y. & Huang, D., 2005, Optics InfoBase Conference Papers. Optical Society of America

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

Intraocular lenses
glaucoma
Optical tomography
sizing
surgery
2002
10 Citations (Scopus)

Segmentation of 830 nm and 1310 nm LASIK corneal optical coherence tomography images

Li, Y., Shekhar, R. & Huang, D., 2002, Proceedings of SPIE - The International Society for Optical Engineering. Sonka, M. & Michael Fitzpatrick, J. (eds.). Vol. 4684 I. p. 167-178 12 p.

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

Optical tomography
tomography
Lasers
lasers
fans
1990
2 Citations (Scopus)

Soluble interleukin-2 receptor levels in patients with uveitis

Rosenbaum, J. J., Tilden, M. E. & Bakke, A., 1990, Ocular immunology today: proceedings of the 5th International Symposium on the Immunology and Immunopathology of the Eye. ICS918. Usui, M., Ohno, S., Aoki, K., Usui, M., Ohno, S. & Aoki, K. (eds.). Elsevier Science Publishers B.V., p. 77-80 4 p.

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

Interleukin-2 Receptors
Uveitis