Joel S. Schuman

33 papers Journal 12Unranked 21

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Hybrid Deep Learning Classification of Perimetric Glaucoma Using Peripapillary Nerve Fiber Layer Reflectance and Other OCT Parameters from Three Anatomy Regions. CoRR Ou Tan, David S. Greenfield, Brian A. Francis, Rohit Varma, Joel S. Schuman, David Huang, Dongseok Choi
2023	—	`conf`	Modeling Longitudinal Optical Coherence Tomography Images for Monitoring and Analysis of Glaucoma Progression. ShapeMI@MICCAI James Fishbaugh, Ronald Zambrano, Joel S. Schuman, Gadi Wollstein, Jared Vicory, Beatriz Paniagua
2021	—	`conf`	Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes. ISBI Yasmeen M. George, Suman Sedai, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
2021	—	`conf`	Relationships between cerebrovascular reactivity, visual-evoked functional activity, and resting-state functional connectivity in the visual cortex and basal forebrain in glaucoma. EMBC Russell W. Chan, Ji Won Bang, Vivek Trivedi, Matthew C. Murphy, Peiying Liu, Gadi Wollstein, Joel S. Schuman, Kevin C. Chan
2021	J	`jnl`	Uncertainty guided semi-supervised segmentation of retinal layers in OCT images. CoRR Suman Sedai, Bhavna Josephine Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi
2020	J	`jnl`	Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images. IEEE J. Biomed. Health Informatics Yasmeen M. George, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
2020	—	`conf`	Diffusion Kurtosis Imaging Reveals Optic Tract Damage That Correlates with Clinical Severity in Glaucoma. EMBC Zhe Sun, Carlos Parra, Ji Won Bang, Els Fieremans, Gadi Wollstein, Joel S. Schuman, Kevin C. Chan
2020	J	`jnl`	Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes. CoRR Yasmeen M. George, Suman Sedai, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
2020	—	`conf`	Macular GCIPL Thickness Map Prediction via Time-Aware Convolutional LSTM. ISBI Zhiqi Chen, Yao Wang, Gadi Wollstein, María de los Angeles Ramos-Cadena, Joel S. Schuman, Hiroshi Ishikawa
2020	—	`conf`	Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography. OMIA@MICCAI Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig
2020	J	`jnl`	Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography. CoRR Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig
2019	—	`conf`	3D-CNN for Glaucoma Detection Using Optical Coherence Tomography. OMIA@MICCAI Yasmeen M. George, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
2019	—	`conf`	A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM. MLHC Supriya Nagesh, Alexander Moreno, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, James M. Rehg
2019	J	`jnl`	Inference of visual field test performance from OCT volumes using deep learning. CoRR Stefan Maetschke, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
2019	—	`conf`	Uncertainty Guided Semi-supervised Segmentation of Retinal Layers in OCT Images. MICCAI (1) Suman Sedai, Bhavna Josephine Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi
2018	J	`jnl`	An automated method for choroidal thickness measurement from Enhanced Depth Imaging Optical Coherence Tomography images. Comput. Medical Imaging Graph. Md. Akter Hussain, Alauddin Bhuiyan, Hiroshi Ishikawa, R. Theodore Smith, Joel S. Schuman, Kotagiri Ramamohanarao
2018	—	`conf`	Analysis of Morphological Changes of Lamina Cribrosa Under Acute Intraocular Pressure Change. MICCAI (2) Mathilde Ravier, Sungmin Hong, Charly Girot, Hiroshi Ishikawa, Jenna Tauber, Gadi Wollstein, Joel S. Schuman, James Fishbaugh, Guido Gerig
2017	—	`conf`	Spatiotemporal Analysis of Structural Changes of the Lamina Cribrosa. FIFI/OMIA@MICCAI Charly Girot, Hiroshi Ishikawa, James Fishbaugh, Gadi Wollstein, Joel S. Schuman, Guido Gerig
2016	J	`jnl`	Top-down influence on the visual cortex of the blind during sensory substitution. NeuroImage Matthew C. Murphy, Amy C. Nau, Christopher Fisher, Seong-Gi Kim, Joel S. Schuman, Kevin C. Chan
2015	J	`jnl`	Psychophysical Evaluation of Haptic Perception Under Augmentation by a Handheld Device. Hum. Factors Bing Wu, Roberta L. Klatzky, Randy Lee, Vikas Shivaprabhu, John M. Galeotti, Mel W. Siegel, Joel S. Schuman, Ralph L. Hollis, George D. Stetten
2014	J	`jnl`	A Method to Estimate Biomechanics and Mechanical Properties of Optic Nerve Head Tissues From Parameters Measurable Using Optical Coherence Tomography. IEEE Trans. Medical Imaging Ian A. Sigal, J. L. Grimm, Joel S. Schuman, Larry Kagemann, Hiroshi Ishikawa, Gadi Wollstein
2013	—	`conf`	Longitudinal Modeling of Glaucoma Progression Using 2-Dimensional Continuous-Time Hidden Markov Model. MICCAI (2) Yu-Ying Liu, Hiroshi Ishikawa, Mei Chen, Gadi Wollstein, Joel S. Schuman, James M. Rehg
2012	J	`jnl`	Alignment of 3-D Optical Coherence Tomography Scans to Correct Eye Movement Using a Particle Filtering. IEEE Trans. Medical Imaging Juan Xu, Hiroshi Ishikawa, Gadi Wollstein, Larry Kagemann, Joel S. Schuman
2012	—	`conf`	Automated Foveola Localization in Retinal 3D-OCT Images Using Structural Support Vector Machine Prediction. MICCAI (1) Yu-Ying Liu, Hiroshi Ishikawa, Mei Chen, Gadi Wollstein, Joel S. Schuman, James M. Rehg
2012	—	`conf`	Hand-Held Force Magnifier for Surgical Instruments: Evolution toward a Clinical Device. AE-CAI 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
2011	—	`conf`	3D optical coherence tomography super pixel with machine classifier analysis for glaucoma detection. EMBC Juan Xu, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman
2011	J	`jnl`	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. Yu-Ying Liu, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, James M. Rehg
2011	—	`conf`	Hand-Held Force Magnifier for Surgical Instruments. IPCAI 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
2010	—	`conf`	Automated Macular Pathology Diagnosis in Retinal OCT Images Using Multi-Scale Spatial Pyramid with Local Binary Patterns. MICCAI (1) Yu-Ying Liu, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, James M. Rehg
2010	—	`conf`	The OCT penlight: in-situ image guidance for microsurgery. Image-Guided Procedures 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
2009	—	`conf`	Correcting Motion Artifacts in Retinal Spectral Domain Optical Coherence Tomography via Image Registration. MICCAI (1) Susanna Ricco, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman
2008	—	`conf`	Glaucoma diagnosis by mapping macula with Fourier domain optical coherence tomography. Computer-Aided Diagnosis Ou Tan, Ake Lu, Vik Chopra, Rohit Varma, Hiroshi Ishikawa, Joel S. Schuman, David Huang
2008	—	`conf`	Local quality assessment for optical coherence tomography. ISBI Peter C. Barnum, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman