Publications and Activities

Also see my Google Scholar page or my ORCiD profile

Journal and Conference Papers

  • “Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks”

    C.P. Bridge, M. Rosenthal, B. Wright, G. Kotecha, F. Fintelmann, F. Troschel, N. Miskin, K. Desai, W. Wrobel, A. Babic, N. Khalaf, L. Brais, M. Welch, C. Zellers, N. Tenenholtz, M. Michalski, B. Wolpin, and K. Andriole

    Workshop on Clinical Image-based Procedures, MICCAI, Granada 2018

    [Springer Link] [arXiv]

  • “Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video”

    W. Huang, C.P. Bridge, J.A. Noble, and A. Zisserman

    MICCAI, Québec City 2017, pp. 341-349

    [Springer Link] [arXiv] [Slides] [Poster]

  • “Localizing Cardiac Structures in Fetal Heart Ultrasound Video”

    C.P. Bridge, C. Ioannou, and J.A. Noble

    Machine Learning in Medical Imaging Workshop, MICCAI, 2017, pp. 246-255

    [Springer Link] [Authors’ Manuscript] [Poster]

  • “A Framework for Analysis of Linear Ultrasound Videos to Detect Fetal Presentation and Heartbeat”

    M.A. Maraci, C.P. Bridge, R. Napolitano, A. Papageorghiou, and J.A. Noble

    Medical Image Analysis, 37 (April 2017) pp. 22-36

    [Open Access Paper]

  • “Automated Characterisation Of The Fetal Heart In Ultrasound Images Using Fully Convolutional Neural Networks”

    V. Sundaresan, C.P. Bridge, C. Ioannou, and J.A. Noble

    IEEE International Symposium on Biomedical Imaging, Melbourne, April 2017, pp. 671-674

    [IEEE Xplore]

  • “Automated Annotation and Quantitative Description of Ultrasound Videos of the Fetal Heart”

    C.P. Bridge, C. Ioannou, and J.A. Noble

    Medical Image Analysis 36 (February 2017) pp. 147-161

    [Open Access Paper] [Authors’ Manuscript]

  • “Object Localisation in Fetal Ultrasound Images Using Invariant Features”

    C.P. Bridge and J.A. Noble

    Proceedings of IEEE International Symposium on Biomedical Imaging, New York City, 2015

    [IEEE Xplore] [Authors’ Manuscript] [Poster] (© IEEE 2015)

Conference Abstracts

  • “The Trials and Tribulations of Assembling Large Datasets for Machine Learning Applications”

    K. Magudia, C.P. Bridge, M. Walters, A. McCarthy, M. Michalski, K. Andriole, and M. Rosenthal

    Society for Imaging Informatics in Medicine Annual Meeting, Denver 2019 (to appear)

  • “Fully Automated Analysis of Body Composition from Routine Clinical Abdominal CT is Associated with Overall Survival in an Unselected Outpatient Population”

    K. Magudia, C.P. Bridge, C.P. Bay, N. Tenenholtz, A. Babic, K.P. Andriole, B. Wolpin, and M. Rosenthal

    Society of Abdominal Radiology Annual Meeting, Orlando 2019 (to appear)

  • “Fully Automated Analysis of Body Composition from Routine Clinical Abdominal CT: Quality Assurance and Failure Analysis”

    K. Magudia, C.P. Bridge, C.P. Bay, N. Tenenholtz, A. Babic, K.P. Andriole, B. Wolpin, and M. Rosenthal

    Society of Abdominal Radiology Annual Meeting, Orlando 2019 (to appear)

  • “Deep Learning for Acute Ischemic Stroke on Diffusion MRI: Performance Analysis in a Consecutive Cohort”

    B. Bizzo, C.P. Bridge, R. Gauriau, W. Wiggins, M.T. Caton, J. Hillis, B. Wright, N. A. Tenenholtz, K.P. Andriole, M. Michalski,

    International Stroke Conference, Honolulu 2019 (to appear)

    [AHA Journals]

  • “Deep Learning for Acute Ischemic Stroke on Diffusion-Weighted MR Imaging”

    B. Bizzo, C.P. Bridge, S. Pedemonte, B. Wright, R.R. Almeida, S. Doyle, M. Walters, N. Tenenholtz, A. McCarthy, S. Pomerantz, K. Andriole, R. Gonzalez, and M. Michalski

    Radiological Society of North America (RSNA) Annual Meeting, Chicago 2018

  • “Towards automating the ISUOG ‘six‐step basic ultrasound’ scan”

    M.A. Maraci, C.P. Bridge, J.A. Noble, C. Aye, M. Molloholli, R. Napolitano, A.T. Papageorghiou

    Abstracts of the 25th World Congress on Ultrasound in Obstetrics and Gynecology, Montreal 2015

    [Wiley Online]

Other Resources

  • C.P. Bridge, “Computer-Aided Analysis of Fetal Cardiac Ultrasound Videos” – DPhil Thesis, University of Oxford, 2017 [PDF] [Oxford Research Archive]
  • C.P. Bridge, “An Introduction to the Monogenic Signal” – A tutorial on the monogenic signal. [arXiv] [PDF]
  • C.P. Bridge, “Registration of the Human Femur” – MEng Thesis, University of Cambridge, 2013 [PDF]

Peer Review

I have reviewed submissions for the following journals and conferences: