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John Campbell

Associate Professor

Calculated based on number of publications stored in Pure and citations from Scopus
20052024

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  • 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 proceeding › Conference contribution

  • 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 proceeding › Conference contribution

  • 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 proceeding › Conference 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 proceeding › Conference contribution

  • 2021

    Automated ROP Diagnostic System based on Comparisons and U-Net Segmentation

    Tian, P., Dy, J., Erdogmus, D., Ostmo, S., Campbell, J. P. P., Chiang, M. F. F. & Ioannidis, S., Jun 29 2021, 14th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2021. Association for Computing Machinery, p. 33-36 4 p. (ACM International Conference Proceeding Series).

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

    Open Access

  • Structurally Guided Channel Attention Networks: SGCA-Net

    Yildiz, V., Dy, J., Campbell, P., Ostmo, S., Chiang, M., Ioannidis, S. & Erdogmus, D., Jun 29 2021, 14th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2021. Association for Computing Machinery, p. 93-96 4 p. (ACM International Conference Proceeding Series).

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

    Open Access

  • 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 proceeding › Conference contribution

    3 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 proceeding › Conference contribution

    Open Access
    4 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 proceeding › Conference contribution

    Open Access
    6 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 proceeding › Conference contribution

    11 Scopus citations

  • 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 proceeding › Conference contribution

    22 Scopus citations
  • 2018

    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 proceeding › Conference contribution

    Open Access
    11 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 proceeding › Conference contribution

    Open Access
    11 Scopus citations
  • 2016

    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 proceeding › Conference contribution

    Open Access
    2 Scopus citations