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Hiroshi Ishikawa

Professor

Calculated based on number of publications stored in Pure and citations from Scopus
1995 …2024

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  • 2021

    Dueling deep Q-network for unsupervised inter-frame eye movement correction in optical coherence tomography volumes

    George, Y., Sedai, S., Antony, B. J., Ishikawa, H., Wollstein, G., Schuman, J. S. & Garnavi, R., Apr 13 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 1595-1599 5 p. 9434124. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations
  • 2020

    Adaptive spectroscopic visible-light optical coherence tomography for robust clinical retinal oximetry

    Rubinoff, I., Kuranov, R., Yang, H., Beckmann, L., Wang, Y., Fawzi, A., Ghassabi, Z., Wollstein, G., Ishikawa, H., Schuman, J. S. & Zhang, H. F., 2020, Optical Coherence Tomography, OCT 2020. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F180-OCT-2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Macular GCIPL Thickness Map Prediction via Time-Aware Convolutional LSTM

    Chen, Z., Wang, Y., Wollstein, G., De Los Angeles Ramos-Cadena, M., Schuman, J. & Ishikawa, H., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1574-1578 5 p. 9098614. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography

    Gisbert, G., Dey, N., Ishikawa, H., Schuman, J., Fishbaugh, J. & Gerig, G., 2020, Ophthalmic Medical Image Analysis - 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 72-82 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12069 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    2 Scopus citations
  • 2019

    3D-CNN for Glaucoma Detection Using Optical Coherence Tomography

    George, Y., Antony, B., Ishikawa, H., Wollstein, G., Schuman, J. & Garnavi, R., 2019, Ophthalmic Medical Image Analysis - 6th International Workshop, OMIA 2019, Held in Conjunction with MICCAI 2019, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer, p. 52-59 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11855 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Uncertainty guided semi-supervised segmentation of retinal layers in OCT images

    Sedai, S., Antony, B., Rai, R., Jones, K., Ishikawa, H., Schuman, J., Gadi, W. & Garnavi, R., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 282-290 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11764 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    62 Scopus citations
  • 2018

    Analysis of morphological changes of lamina cribrosa under acute intraocular pressure change

    Ravier, M., Hong, S., Girot, C., Ishikawa, H., Tauber, J., Wollstein, G., Schuman, J., Fishbaugh, J. & Gerig, G., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Fichtinger, G., Davatzikos, C., Alberola-López, C., Frangi, A. F. & Schnabel, J. A. (eds.). Springer-Verlag, p. 364-371 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11071 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Speckle noise reduction in OCT and projection images using hybrid wavelet thresholding

    Sui, X., Ishikawa, H., Selesnick, I. W., Wollstein, G. & Schuman, J. S., Jul 2 2018, 2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8615623. (2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations
  • 2017

    Spatiotemporal analysis of structural changes of the lamina cribrosa

    Girot, C., Ishikawa, H., Fishbaugh, J., Wollstein, G., Schuman, J. & Gerig, G., 2017, Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings. Cardoso, M. J. & Arbel, T. (eds.). Springer-Verlag, p. 185-193 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10554 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2013

    Longitudinal modeling of glaucoma progression using 2-dimensional continuous-time hidden Markov model

    Liu, Y. Y., Ishikawa, H., Chen, M., Wollstein, G., Schuman, J. S. & Rehg, J. M., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 2 ed. p. 444-451 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8150 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    30 Scopus citations
  • 2012

    Automated foveola localization in retinal 3D-OCT images using structural support vector machine prediction

    Liu, Y. Y., Ishikawa, H., Chen, M., Wollstein, G., Schuman, J. S. & Rehg, J. M., 2012, Medical Image Computing and Computer-Assisted Intervention, MICCAI2012 - 15th International Conference, Proceedings. Ayache, N., Delingette, H., Golland, P. & Mori, K. (eds.). Springer-Verlag, p. 307-314 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7510 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2011

    3D optical coherence tomography super pixel with machine classifier analysis for glaucoma detection

    Xu, J., Ishikawa, H., Wollstein, G. & Schuman, J. S., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 3395-3398 4 p. 6090919. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    19 Scopus citations
  • 2010

    3D OCT eye movement correction based on particle filtering

    Xu, J., Ishikawa, H., Wollstein, G. & Schuman, J. S., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. IEEE Computer Society, p. 53-56 4 p. 5626302. (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    11 Scopus citations

  • Automated macular pathology diagnosis in retinal OCT images using multi-scale spatial pyramid with local binary patterns

    Liu, Y. Y., Chen, M., Ishikawa, H., Wollstein, G., Schuman, J. S. & Rehg, J. M., 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 1 ed. p. 1-9 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6361 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    4 Scopus citations
  • 2009

    3D OCT retinal vessel segmentation based on boosting learning

    Xu, J., Tolliver, D. A., Ishikawa, H., Wollstein, G. & Schuman, J. S., 2009, World Congress on Medical Physics and Biomedical Engineering: Biomedical Engineering for Audiology, Ophthalmology, Emergency and Dental Medicine. 11 ed. Springer-Verlag, p. 179-182 4 p. (IFMBE Proceedings; vol. 25, no. 11).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    18 Scopus citations

  • Correcting motion artifacts in retinal spectral domain optical coherence tomography via image registration

    Ricco, S., Chen, M., Ishikawa, H., Wollstein, G. & Schuman, J., 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009 - 12th International Conference, Proceedings. PART 1 ed. p. 100-107 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5761 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    78 Scopus citations
  • 2008

    Glaucoma diagnosis by mapping macula with fourier domain optical coherence tomography

    Tan, O., Lu, A., Chopra, V., Vanna, R., Hiroshi, I., Schuman, J. & Huang, D., 2008, Medical Imaging 2008 - Computer-Aided Diagnosis. 69153L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6915).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Local quality assessment for optical coherence tomography

    Barnum, P., Chen, M., Ishikawa, H., Wollstein, G. & Schuman, J., 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI. p. 392-395 4 p. 4541015. (2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    8 Scopus citations

  • Retinal vessel segmentation on SLO image

    Xu, J., Ishikawa, H., Wollstein, G. & Schuman, J. S., 2008, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. IEEE Computer Society, p. 2258-2261 4 p. 4649646. (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology").

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    14 Scopus citations
  • 2007

    Translation histogram based hierarchical algorithm for 3-D optic nerve head modeling

    Xu, J., Ishikawa, H., Wollstein, G. & Schuman, J. S., 2007, 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07. p. 6751-6754 4 p. 4353911. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2003

    Micro-motor endoscope with adjustable focus for ultrahigh resolution OCT

    Herz, P. R., Hsiung, P., Bourquin, S., Ko, T. H., Schneider, K., Ishikawa, H. & Fujimoto, J. G., 2003, Conference on Lasers and Electro-Optics, CLEO 2003. Optica Publishing Group (formerly OSA), CMU2. (Optics InfoBase Conference Papers).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution