Hiroshi Ishikawa

26 papers Journal 11Unranked 15
YearRankTypeTitle / Venue / Authors
2023 J jnl
Mixed multiscale BM4D for three-dimensional optical coherence tomography denoising.
Comput. Biol. Medicine
Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Bhavna Josephine Antony, Hiroshi Ishikawa
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 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 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
A feature agnostic approach for glaucoma detection in OCT volumes.
CoRR
Stefan Maetschke, Bhavna Josephine Antony, Hiroshi Ishikawa, Rahil Garvani
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
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
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
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
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