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ORCIDJoel S. Schuman
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2020 – today
- 2024
[i5]Ou Tan, David S. Greenfield, Brian A. Francis, Rohit Varma, Joel S. Schuman, David Huang, Dongseok Choi:
A Hybrid Deep Learning Classification of Perimetric Glaucoma Using Peripapillary Nerve Fiber Layer Reflectance and Other OCT Parameters from Three Anatomy Regions. CoRR abs/2406.03663 (2024)- 2023
- [c21]James Fishbaugh
, Ronald Zambrano, Joel S. Schuman, Gadi Wollstein, Jared Vicory, Beatriz Paniagua:
Modeling Longitudinal Optical Coherence Tomography Images for Monitoring and Analysis of Glaucoma Progression. ShapeMI@MICCAI 2023: 236-247 - 2021
- [c20]Russell W. Chan, Ji Won Bang, Vivek Trivedi, Matthew C. Murphy, Peiying Liu, Gadi Wollstein, Joel S. Schuman, Kevin C. Chan:
Relationships between cerebrovascular reactivity, visual-evoked functional activity, and resting-state functional connectivity in the visual cortex and basal forebrain in glaucoma. EMBC 2021: 4037-4040 - [c19]Yasmeen M. George, Suman Sedai, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi:
Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes. ISBI 2021: 1595-1599 - [i4]Suman Sedai, Bhavna Josephine Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi:
Uncertainty guided semi-supervised segmentation of retinal layers in OCT images. CoRR abs/2103.02083 (2021) - 2020
- [j7]Yasmeen M. George, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi:
Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images. IEEE J. Biomed. Health Informatics 24(12): 3421-3430 (2020) - [c18]Zhe Sun, Carlos Parra, Ji Won Bang, Els Fieremans, Gadi Wollstein, Joel S. Schuman, Kevin C. Chan:
Diffusion Kurtosis Imaging Reveals Optic Tract Damage That Correlates with Clinical Severity in Glaucoma. EMBC 2020: 1746-1749 - [c17]Zhiqi Chen, Yao Wang, Gadi Wollstein, María de los Angeles Ramos-Cadena, Joel S. Schuman, Hiroshi Ishikawa:
Macular GCIPL Thickness Map Prediction via Time-Aware Convolutional LSTM. ISBI 2020: 1-5 - [c16]Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig:
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography. OMIA@MICCAI 2020: 72-82 - [i3]Yasmeen M. George, Suman Sedai, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi:
Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes. CoRR abs/2007.01522 (2020) - [i2]Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig:
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography. CoRR abs/2008.08024 (2020)
2010 – 2019
- 2019
- [c15]Yasmeen M. George, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi:
3D-CNN for Glaucoma Detection Using Optical Coherence Tomography. OMIA@MICCAI 2019: 52-59 - [c14]Suman Sedai, Bhavna Josephine Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi:
Uncertainty Guided Semi-supervised Segmentation of Retinal Layers in OCT Images. MICCAI (1) 2019: 282-290 - [c13]Supriya Nagesh, Alexander Moreno, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, James M. Rehg:
A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM. MLHC 2019: 140-159 - [i1]Stefan Maetschke, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi:
Inference of visual field test performance from OCT volumes using deep learning. CoRR abs/1908.01428 (2019) - 2018
- [j6]Md. Akter Hussain, Alauddin Bhuiyan, Hiroshi Ishikawa, R. Theodore Smith, Joel S. Schuman, Kotagiri Ramamohanarao:
An automated method for choroidal thickness measurement from Enhanced Depth Imaging Optical Coherence Tomography images. Comput. Medical Imaging Graph. 63: 41-51 (2018) - [c12]Mathilde Ravier, Sungmin Hong, Charly Girot, Hiroshi Ishikawa, Jenna Tauber, Gadi Wollstein, Joel S. Schuman, James Fishbaugh, Guido Gerig:
Analysis of Morphological Changes of Lamina Cribrosa Under Acute Intraocular Pressure Change. MICCAI (2) 2018: 364-371 - 2017
- [c11]Charly Girot, Hiroshi Ishikawa, James Fishbaugh, Gadi Wollstein, Joel S. Schuman, Guido Gerig:
Spatiotemporal Analysis of Structural Changes of the Lamina Cribrosa. FIFI/OMIA@MICCAI 2017: 185-193 - 2016
- [j5]Matthew C. Murphy, Amy C. Nau, Christopher Fisher, Seong-Gi Kim, Joel S. Schuman, Kevin C. Chan:
Top-down influence on the visual cortex of the blind during sensory substitution. NeuroImage 125: 932-940 (2016) - 2015
- [j4]Bing Wu, Roberta L. Klatzky, Randy Lee, Vikas Shivaprabhu, John M. Galeotti, Mel W. Siegel, Joel S. Schuman, Ralph L. Hollis, George D. Stetten:
Psychophysical Evaluation of Haptic Perception Under Augmentation by a Handheld Device. Hum. Factors 57(3): 523-537 (2015) - 2014
- [j3]Ian A. Sigal, J. L. Grimm, Joel S. Schuman, Larry Kagemann, Hiroshi Ishikawa, Gadi Wollstein:
A Method to Estimate Biomechanics and Mechanical Properties of Optic Nerve Head Tissues From Parameters Measurable Using Optical Coherence Tomography. IEEE Trans. Medical Imaging 33(6): 1381-1389 (2014) - 2013
- [c10]Yu-Ying Liu, Hiroshi Ishikawa, Mei Chen, Gadi Wollstein, Joel S. Schuman, James M. Rehg:
Longitudinal Modeling of Glaucoma Progression Using 2-Dimensional Continuous-Time Hidden Markov Model. MICCAI (2) 2013: 444-451 - 2012
- [j2]Juan Xu, Hiroshi Ishikawa, Gadi Wollstein, Larry Kagemann, Joel S. Schuman:
Alignment of 3-D Optical Coherence Tomography Scans to Correct Eye Movement Using a Particle Filtering. IEEE Trans. Medical Imaging 31(7): 1337-1345 (2012) - [c9]Randy Lee, Bing Wu, Roberta L. Klatzky, Vikas Shivaprabhu, John M. Galeotti, Samantha Horvath, Mel W. Siegel, Joel S. Schuman, Ralph L. Hollis, George D. Stetten:
Hand-Held Force Magnifier for Surgical Instruments: Evolution toward a Clinical Device. AE-CAI 2012: 77-89 - [c8]Yu-Ying Liu, Hiroshi Ishikawa, Mei Chen, Gadi Wollstein, Joel S. Schuman, James M. Rehg:
Automated Foveola Localization in Retinal 3D-OCT Images Using Structural Support Vector Machine Prediction. MICCAI (1) 2012: 307-314 - 2011
- [j1]Yu-Ying Liu, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, James M. Rehg:
Automated macular pathology diagnosis in retinal OCT images using multi-scale spatial pyramid and local binary patterns in texture and shape encoding. Medical Image Anal. 15(5): 748-759 (2011) - [c7]Juan Xu, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman:
3D optical coherence tomography super pixel with machine classifier analysis for glaucoma detection. EMBC 2011: 3395-3398 - [c6]George D. Stetten, Bing Wu, Roberta L. Klatzky, John M. Galeotti, Mel W. Siegel, Randy Lee, Francis Mah, Andrew Eller, Joel S. Schuman, Ralph L. Hollis:
Hand-Held Force Magnifier for Surgical Instruments. IPCAI 2011: 90-100 - 2010
- [c5]Yu-Ying Liu, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, James M. Rehg:
Automated Macular Pathology Diagnosis in Retinal OCT Images Using Multi-Scale Spatial Pyramid with Local Binary Patterns. MICCAI (1) 2010: 1-9 - [c4]John M. Galeotti, Areej Sajjad, Bo Wang, Larry Kagemann, Gaurav Shukla, Mel W. Siegel, Bing Wu, Roberta L. Klatzky, Gadi Wollstein, Joel S. Schuman, George D. Stetten:
The OCT penlight: in-situ image guidance for microsurgery. Image-Guided Procedures 2010: 762502
2000 – 2009
- 2009
- [c3]Susanna Ricco, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman:
Correcting Motion Artifacts in Retinal Spectral Domain Optical Coherence Tomography via Image Registration. MICCAI (1) 2009: 100-107 - 2008
- [c2]Peter C. Barnum, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman:
Local quality assessment for optical coherence tomography. ISBI 2008: 392-395 - [c1]Ou Tan, Ake Lu, Vik Chopra, Rohit Varma, Hiroshi Ishikawa, Joel S. Schuman, David Huang:
Glaucoma diagnosis by mapping macula with Fourier domain optical coherence tomography. Computer-Aided Diagnosis 2008: 69153L
Coauthor Index
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