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  • 2024

    Evaluating Color Efficacy in Fundus Photography for Artificial Intelligence Classification of Retinopathy of Prematurity

    Ebrahimi, B., Le, D., Abtahi, M., Dadzie, A. K., Rossi, A., Rahimi, M., Son, T., Ostmo, S., Campbell, J. P., Chan, R. V. P. & Yao, X., 2024, Ophthalmic Technologies XXXIV. Hammer, D. X., Bizheva, K. & Schuele, G. (eds.). SPIE, 128240O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12824).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Handheld Swept-source OCT Angiography for Panretinal Imaging

    Ni, S., Liang, G. B., Ng, R., Ostmo, S., Jia, Y., Chiang, M. F., Huang, D., Skalet, A. H., Young, B. K., Campbell, J. P. & Jian, Y., 2024, Ophthalmic Technologies XXXIV. Hammer, D. X., Bizheva, K. & Schuele, G. (eds.). SPIE, 128240E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12824).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • In-vivo real-time imaging of the human cornea and retina with high-speed line-field optical coherence tomography

    Neuhaus, K., Ni, S., Khan, S., Tharawe, O., Chen, S., Huang, D. & Jian, Y., 2024, Ophthalmic Technologies XXXIV. Hammer, D. X., Bizheva, K. & Schuele, G. (eds.). SPIE, 128240M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12824).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2023

    140° Field of View Contact Handheld Swept-source OCT for Pediatric Peripheral Imaging

    Ni, S., Nguyen, T. T. P., Ng, R., Ostmo, S., Jia, Y., Chiang, M. F., Huang, D., Skalet, A. H., Campbell, J. P. & Jian, Y., 2023, Ophthalmic Technologies XXXIII. Hammer, D. X., Bizheva, K. & Schuele, G. (eds.). SPIE, 123600G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12360).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Melanin migration in retinitis pigmentosa evaluated by ultra-wide-field polarization diversity optical coherence tomography

    Miao, Y., Ni, S., Song, J., Jian, Y. & Ju, M. J., 2023, Optical Coherence Imaging Techniques and Imaging in Scattering Media V. Vakoc, B. J., Wojtkowski, M. & Yasuno, Y. (eds.). SPIE, 1263206. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12632).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Real-time Line-Field OCT using low-cost high-speed camera

    Neuhaus, K., Ni, S., Khan, S., Tharawe, O., Chen, S., Huang, D. & Jian, Y., 2023, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXVII. Izatt, J. A. & Fujimoto, J. G. (eds.). SPIE, 123670F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12367).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Stereo Slit-Scanning Tomography

    Jiménez-Villar, A., Huang, D. & Chen, S., 2023, Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023. Optical Society of America, (Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Ultra-widefield High-resolution OCT angiography of Rodent Retina

    Jia, Y., 2023, Optical Coherence Imaging Techniques and Imaging in Scattering Media V. Vakoc, B. J., Wojtkowski, M. & Yasuno, Y. (eds.). SPIE, 126321I. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12632).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Visible-light optical coherence microscopy

    Huang, D., Khan, S., Neuhaus, K., Thaware, O., Karimi, A., Kelley, M., Redd, T., Acott, T. & Jian, Y., 2023, Optical Coherence Imaging Techniques and Imaging in Scattering Media V. Vakoc, B. J., Wojtkowski, M. & Yasuno, Y. (eds.). SPIE, 126320Q. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12632).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Visible-light optical coherence microscopy for corneal imaging

    Khan, S., Neuhaus, K., Thaware, O., Aga, M., Karimi, A., Kelley, M., Redd, T., Acott, T., Jin, M., Huang, D. & Jian, Y., 2023, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXVII. Izatt, J. A. & Fujimoto, J. G. (eds.). SPIE, 123670K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12367).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2022

    A MINIMALLY SUPERVISED APPROACH FOR MEDICAL IMAGE QUALITY ASSESSMENT IN DOMAIN SHIFT SETTINGS

    Yang, H., Coyner, A. S., Guretno, F., Mien, I. H., Foo, C. S., Campbell, J. P., Ostmo, S., Chiang, M. F. & Krishnaswamy, P., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1286-1290 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Panoramic Retinal Optical Coherence Tomography

    Jian, Y., Ni, S., Nguyen, T. T. P., Skalet, A. & Campbell, P. J., 2022, 2022 IEEE Photonics Conference, IPC 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE Photonics Conference, IPC 2022 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Ultra-widefield handheld swept-source OCT for peripheral retinal imaging

    Ni, S., Nguyen, T. T. P., Ng, R., Khan, S., Ostmo, S., Jia, Y., Chiange, M. F., Huang, D., Campbell, J. P. & Jian, Y., 2022, Ophthalmic Technologies XXXII. Hammer, D. X., Joos, K. M. & Palanker, D. V. (eds.). SPIE, 1194109. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11941).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Volumetric measurement of Henle's fiber layer and outer nuclear layer thickness using directional optical coherence tomography

    Khan, S., Ni, S., Nguyen, T. T. P., Ng, R., Lujan, B. J., Tan, O., Huang, D. & Jian, Y., 2022, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXVI. Izatt, J. A. & Fujimoto, J. G. (eds.). SPIE, 1194802. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11948).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2021

    Structural visual guidance attention networks in retinopathy of prematurity

    Yildiz, V., Ioannidis, S., Yildiz, I., Tian, P., Campbell, J. P., Ostmo, S., Kalpathy-Cramer, J., Chiang, M. F., Erdogmus, D. & Dy, J., Apr 13 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 353-357 5 p. 9433881. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • 2020

    75-degree high-resolution wide-field OCT angiography enabled by self-tracking method

    Wei, X. & Jia, Y., 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 proceedingConference contribution

  • Progress on Multimodal Adaptive Optics OCT and Multiphoton Imaging

    Newberry, W., Wahl, D. J., Ju, M. J., Jian, Y. & Sarunic, M. V., Sep 2020, 2020 IEEE Photonics Conference, IPC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9252429. (2020 IEEE Photonics Conference, IPC 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Real-time retinal layer segmentation of adaptive optics optical coherence tomography angiography with deep learning

    Jian, Y., Borkovkina, S., Japongsori, W., Camino, A. & Sarunic, M. V., Sep 2020, 2020 IEEE Photonics Conference, IPC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9252343. (2020 IEEE Photonics Conference, IPC 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2019

    Accelerated experimental design for pairwise comparisons

    Guo, Y., Dy, J., Erdogmus, D., Kalpathy-Cramer, J., Ostmo, S., Campbell, J. P., Chiang, M. F. & Ioannidis, S., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 432-440 9 p. (SIAM International Conference on Data Mining, SDM 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    5 Scopus citations
  • A severity score for retinopathy of prematurity

    Tian, P., Ostmo, S., Guo, Y., Campbell, J. P., Kalpathy-Cramer, J., Chiang, M. F., Dy, J., Erdogmus, D. & Ioannidis, S., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1809-1819 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    8 Scopus citations
  • Improved interpretability for computer-aided severity assessment of retinopathy of prematurity

    Graziani, M., Brown, J. M., Andrearczyk, V., Yildiz, V., Peter Campbell, J., Erdogmus, D., Ioannidis, S., Chiang, M. F., Kalpathy-Cramer, J. & Müller, H., 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 109501R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Scopus citations
  • Real time volumetric region of interest tracking for sensorless adaptive optics retinal imaging

    Wahl, D. J., Ng, R., Huang, J., Janpongsri, W., Sarunic, M. V. & Jian, Y., 2019, European Conference on Biomedical Optics, ECBO_2019. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F142-ECBO 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Towards practical unsupervised anomaly detection on retinal images

    Ouardini, K., Yang, H., Unnikrishnan, B., Romain, M., Garcin, C., Zenati, H., Campbell, J. P., Chiang, M. F., Kalpathy-Cramer, J., Chandrasekhar, V., Krishnaswamy, P. & Foo, C. S., 2019, Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data First MICCAI Workshop, DART 2019 and First International Workshop, MIL3ID 2019 Shenzhen, Held in Conjunction with MICCAI 2019 Shenzhen, 2019 Proceedings. Wang, Q., Milletari, F., Rieke, N., Nguyen, H. V., Roysam, B., Albarqouni, S., Cardoso, M. J., Xu, Z., Kamnitsas, K., Patel, V., Jiang, S., Zhou, K., Luu, K. & Le, N. (eds.). Springer, p. 225-234 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11795 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    27 Scopus citations
  • 2018

    Analysis of small vessel cochlear blood flow regulation during loud sound exposure in the mouse

    Burwood, G. W. S., Dziennis, S., Wilson, T., Yang, J., Liu, G., Foster, S., Wang, R. & Nuttall, A. L., 2018, Tenth International Conference on Information Optics and Photonics. Huang, Y. (ed.). SPIE, 109641R. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10964).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Experimental design under the Bradley-Terry model

    Guo, Y., Tian, P., Kalpathy-Cramer, J., Ostmo, S., Peter Campbell, J., Chiang, M., Erdogmu ş, D., Dy, J. & Ioannidis, S., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 2198-2204 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    14 Scopus citations
  • Fully automated disease severity assessment and treatment monitoring in retinopathy of prematurity using deep learning

    Brown, J. M., Campbell, J. P., Beers, A., Chang, K., Donohue, K., Ostmo, S., Chan, R. V. P., Dy, J., Erdogmus, D., Ioannidis, S., Chiang, M. & Kalpathy-Cramer, J., 2018, Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications. Chen, P.-H. & Zhang, J. (eds.). SPIE, 105790Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10579).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Scopus citations
  • 2016

    Structural functional associations of the orbit in thyroid eye disease: Kalman filters to track extraocular rectal muscles

    Chaganti, S., Nelson, K., Mundy, K., Luo, Y., Harrigan, R. L., Damon, S., Fabbri, D., Mawn, L. & Landman, B., 2016, Medical Imaging 2016: Image Processing. Styner, M. A., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 97841G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9784).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    9 Scopus citations
  • Toward a severity index for ROP: An unsupervised approach

    Tian, P., Ataer-Cansizoglu, E., Kalpathy-Cramer, J., Ostmo, S., Jonas, K., Chan, R. V. P., Campbell, J. P., Chiang, M. F. & Erdogmus, D., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1312-1315 4 p. 7590948. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    2 Scopus citations
  • 2015

    A GMM-based feature extraction technique for the automated diagnosis of Retinopathy of Prematurity

    Bolon-Canedo, V., Ataer-Cansizoglu, E., Erdogmus, D., Kalpathy-Cramer, J. & Chiang, M. F., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 1498-1501 4 p. 7164161. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • Analysis of shape assumptions in 3D reconstruction of retina from multiple fundus images

    Ataer-Cansizoglu, E., Taguchi, Y., Kalpathy-Cramer, J., Chiang, M. F. & Erdogmus, D., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 1502-1505 4 p. 7164162. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • 2012

    Clinical applications of corneal optical coherence tomography

    Huang, D., Tang, M. & Li, Y., 2012, Frontiers in Optics, FIO 2012. Optical Society of America (OSA), (Frontiers in Optics, FIO 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Level sets for retinal vasculature segmentation using seeds from ridges and edges from phase maps

    Dizdaro, B., Ataer-Cansizoglu, E., Kalpathy-Cramer, J., Keck, K., Chiang, M. F. & Erdogmus, D., 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2012. 6349730. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    31 Scopus citations
  • Observer and feature analysis on diagnosis of retinopathy of prematurity

    Ataer-Cansizoglu, E., You, S., Kalpathy-Cramer, J., Keck, K., Chiang, M. F. & Erdogmus, D., 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2012. 6349809. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    10 Scopus citations
  • Speckle reduction in swept source optical coherence tomography images with slow-axis averaging

    Tan, O., Li, Y., Wang, Y., Kraus, M. F., Liu, J. J., Potsaid, B., Baumann, B., Fujimoto, J. G. & Huang, D., 2012, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XVI. SPIE, 82132Z. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8213).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • 2011

    A compound segmentation algorithm for anterior chamber angle in OCT image

    Wu, W., Li, Y., Huang, D. & Duan, H., 2011, Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011. p. 12-15 4 p. 6098334. (Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Dual angle scan protocol with Doppler optical coherence tomography for retinal blood flow measurement

    Tan, O., Wang, Y. & Huang, D., 2011, Medical Imaging 2011: Computer-Aided Diagnosis. 79633X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7963).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Effect of blood vessel diameter on relative blood flow estimate in Doppler optical coherence tomography algorithms

    Tokayer, J. & Huang, D., 2011, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XV. 78892X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7889).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    2 Scopus citations
  • Investigation of retinal blood flow in glaucoma patients by Doppler Fourier-domain optical coherence tomography

    Wang, Y., Zhang, X., Tan, O. & Huang, D., 2011, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XV. 78890G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7889).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Normal and keratoconic corneal epithelial thickness mapping using Fourier-domain optical coherence tomography

    Li, Y., Tan, O. & Huang, D., 2011, Medical Imaging 2011: Biomedical Applications in Molecular, Structural, and Functional Imaging. 796508. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7965).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • Sparsity-based retinal layer segmentation of optical coherence tomography images

    Tokayer, J., Ortega, A. & Huang, D., 2011, ICIP 2011: 2011 18th IEEE International Conference on Image Processing. p. 449-452 4 p. 6116547. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2010

    The study of effects of pore architecture in chitosan scaffolds on the fluid flow pattern by Doppler OCT

    Yang, Y., Iftimia, A., Jia, Y., Gould, T., El Haj, A. & Wang, R. K., 2010, Optics in Tissue Engineering and Regenerative Medicine IV. 75660J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7566).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2008

    In situ monitoring of localized shear stress and fluid flow within developing tissue constructs by Doppler optical coherence tomography

    Jia, Y., Bagnaninchi, P. O. & Wang, R. K., 2008, Optics in Tissue Engineering and Regenerative Medicine II. 68580G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6858).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2006

    Registration of microscopic iris image sequences using probabilistic mesh

    Song, X., Myronenko, A., Plank, S. R. & Rosenbaum, J., 2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 4191 LNCS - II. p. 553-560 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4191 LNCS - II).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Registration of microscopic iris image sequences using probabilistic mesh

    Song, X. B., Myronenko, A., Plank, S. R. & Rosenbaum, J. T., 2006, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2006 - 9th International Conference, Proceedings. Springer-Verlag, p. 553-560 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4191 LNCS - II).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    10 Scopus citations