Hiroshi Ishikawa

Orcid: 0000-0001-6310-5748

Affiliations:
  • New York University, NY, USA
  • University of Pittsburgh, Department of Bioengineering, PA, USA (former)


According to our database1, Hiroshi Ishikawa authored at least 23 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

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Bibliography

2023
Mixed multiscale BM4D for three-dimensional optical coherence tomography denoising.
Comput. Biol. Medicine, March, 2023

2021
Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images.
IEEE J. Biomed. Health Informatics, 2020

Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography.
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020

Macular GCIPL Thickness Map Prediction via Time-Aware Convolutional LSTM.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Inference of visual field test performance from OCT volumes using deep learning.
CoRR, 2019

A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM.
Proceedings of the Machine Learning for Healthcare Conference, 2019

Uncertainty Guided Semi-supervised Segmentation of Retinal Layers in OCT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

3D-CNN for Glaucoma Detection Using Optical Coherence Tomography.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

2018
A feature agnostic approach for glaucoma detection in OCT volumes.
CoRR, 2018

An automated method for choroidal thickness measurement from Enhanced Depth Imaging Optical Coherence Tomography images.
Comput. Medical Imaging Graph., 2018

Analysis of Morphological Changes of Lamina Cribrosa Under Acute Intraocular Pressure Change.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Spatiotemporal Analysis of Structural Changes of the Lamina Cribrosa.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

2014
A Method to Estimate Biomechanics and Mechanical Properties of Optic Nerve Head Tissues From Parameters Measurable Using Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2014

2013
Longitudinal Modeling of Glaucoma Progression Using 2-Dimensional Continuous-Time Hidden Markov Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
Alignment of 3-D Optical Coherence Tomography Scans to Correct Eye Movement Using a Particle Filtering.
IEEE Trans. Medical Imaging, 2012

Automated Foveola Localization in Retinal 3D-OCT Images Using Structural Support Vector Machine Prediction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011
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., 2011

3D optical coherence tomography super pixel with machine classifier analysis for glaucoma detection.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Automated Macular Pathology Diagnosis in Retinal OCT Images Using Multi-Scale Spatial Pyramid with Local Binary Patterns.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
Correcting Motion Artifacts in Retinal Spectral Domain Optical Coherence Tomography via Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008
Glaucoma diagnosis by mapping macula with Fourier domain optical coherence tomography.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

Local quality assessment for optical coherence tomography.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008


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