Hiroshi Ishikawa

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 16

Top Topics

Optical Coherence Tomography

Top Venues

Publications

Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Bhavna Josephine Antony, Hiroshi Ishikawa
Mixed multiscale BM4D for three-dimensional optical coherence tomography denoising. Comput. Biol. Medicine 155 (2023)
Yasmeen M. George, Suman Sedai, Bhavna J. 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)
Suman Sedai, Bhavna J. 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 (2021)
Yasmeen M. George, Bhavna J. 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) (2020)
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)
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)
Yasmeen M. George, Suman Sedai, Bhavna J. 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 (2020)
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 (2020)
Stefan Maetschke, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Inference of visual field test performance from OCT volumes using deep learning. CoRR (2019)
Suman Sedai, Bhavna J. 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)
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)
Yasmeen M. George, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
3D-CNN for Glaucoma Detection Using Optical Coherence Tomography. OMIA@MICCAI (2019)
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)
Stefan Maetschke, Bhavna J. Antony, Hiroshi Ishikawa, Rahil Garvani
A feature agnostic approach for glaucoma detection in OCT volumes. CoRR (2018)
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 (2018)
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)
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) (2014)
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)
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)
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) (2012)
Juan Xu, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman
3D optical coherence tomography super pixel with machine classifier analysis for glaucoma detection. EMBC (2011)
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) (2011)
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)
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)
Peter C. Barnum, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman
Local quality assessment for optical coherence tomography. ISBI (2008)
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. Medical Imaging: Computer-Aided Diagnosis (2008)