Prof Timothy Cootes

Research Fellow

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Publications

  1. 2019
  2. Accepted/In press

    A Hybrid Machine Learning Approach Using LBP Descriptor and PCA for Age-Related Macular Degeneration Classification in OCTA Images

    Alfahaid, A., Morris, T., Cootes, T., Keane, P. A., Khalid, H., Pontikos, N., Sergouniotis, P. & Balaskas, K., 16 Apr 2019, (Accepted/In press) Communications in Computer and Information Science (CCIS). 12 p.

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

  3. Published

    CHANGES IN BONE SHAPE ARE BOTH A RISK FACTOR FOR AND A RESULT OF HIP OSTEOARTHRITIS, A FOLLOW-UP STUDY IN THE CHECK COHORT

    Gielis, W., Rayegan, H., Lindner, C., Davison, A. K., Arbabi, V., Cootes, T. F., de Jong, P. A. & Weinans, H., Apr 2019, In : Osteoarthritis and Cartilage. 27, p. S320-S321

    Research output: Contribution to journalMeeting Abstract

  4. Published

    Fully automatic teeth segmentation in adult OPG images

    Blanco, N. V., Cootes, T. F., Lindner, C., Carmona, I. T. & Carreira, M. J., 1 Jan 2019, Computational Methods and Clinical Applications in Musculoskeletal Imaging - 6th International Workshop, MSKI 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Zheng, G., Vrtovec, T., Yao, J. & Pozo, J. M. (eds.). Springer Nature, p. 11-21 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11404 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  5. Published

    An automated workflow based on hip shape improves personalized risk prediction for hip osteoarthritis in the CHECK study.

    Gielis, W. P., Weinans, H. H., Welsing, P. M. J., van Spil, W. E., Agricola, R., Cootes, T., de Jong, P. A. & Lindner, C., 2019, In : Osteoarthritis and cartilage / OARS, Osteoarthritis Research Society.

    Research output: Contribution to journalArticle

  6. Accepted/In press

    Automated estimation of the mechanical Hip-Knee-Ankle angle using standard knee radiographs

    Gielis, W. P., Rayegan, H., Arbabi, V., Ahmadi Brooghani, S. Y., Lindner, C., Cootes, T., de Jong, P. A., Weinans, H. H. & Custers, R., 2019, (Accepted/In press).

    Research output: Contribution to conferencePoster

  7. Published

    Automated scoring of aortic calcification in vertebral fracture assessment images

    Chaplin, L. & Cootes, T., 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 1095038. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

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

  8. Published

    Automatic detection of wrist fractures from posteroanterior and lateral radiographs: A deep learning-based approach

    Ebsim, R., Naqvi, J. & Cootes, T. F., 2019, Computational Methods and Clinical Applications in Musculoskeletal Imaging - 6th International Workshop, MSKI 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Zheng, G., Vrtovec, T., Yao, J. & Pozo, J. M. (eds.). Springer Nature, p. 114-125 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11404 LNCS).

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

  9. Published

    Error Estimation for Appearance Model Segmentation of Musculoskeletal Structures using Multiple, Independent Sub-models

    Bromiley, P., Kariki, E. & Cootes, T., 2019, Computational Methods and Clinical Applications for Spine Imaging: The Fifth MICCAI CSI Workshop & Challenge,.

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

  10. Published

    Landmark Localisation in Radiographs Using Weighted Heatmap Displacement Voting

    Medical Student Annotation Collaborative, 2019, Computational Methods and Clinical Applications in Musculoskeletal Imaging - 6th International Workshop, MSKI 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Zheng, G., Vrtovec, T., Yao, J. & Pozo, J. M. (eds.). Springer Nature, Vol. 11404 LNCS. p. 73-85 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11404 LNCS).

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

  11. Published

    Measurement of synovial tissue volume in knee osteoarthritis using a semiautomated MRI-based quantitative approach.

    Perry, T., Gait, A., O'Neill, T., Parkes, M., Hodgson, R., Callaghan, M. J., Arden, N. K., Felson, D. & Cootes, T., 2019, In : Magn Reson Med. 81, 5, p. 3056-3064

    Research output: Contribution to journalArticle

  12. Published

    Perthes Disease Classification Using Shape and Appearance Modelling

    Davison, A., Cootes, T., Perry, D. C., Luo, W. & Lindner, C., 2019, 6th MICCAI Workshop on Computational Methods and Clinical Applications in Musculoskeletal Imaging. Springer Nature, Vol. 11404 LNCS. p. 86-98 (Lecture Notes in Computer Science; vol. 11404).

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

  13. 2018
  14. Published

    Classification of Osteoporotic Vertebral Fractures Using Shape and Appearance Modelling

    Bromiley, P., Kariki, E., Adams, J. & Cootes, T., 1 Jan 2018, Computational Methods and Clinical Applications in Musculoskeletal Imaging: 5th International Workshop, MSKI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Revised Selected Papers. Springer Nature

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

  15. Published
  16. 2017
  17. Published

    Shape and Texture Modeling of Hip Bone Density for Fracture Discrimination.

    Shepherd, J. A., Mahmoudzadeh, A. P., Fan, B., Chaplin, L., Cootes, T., Cauley, J. A., Cawthon, P., Cummings, S., Liu, F., Lindner, C., Murphy, R., Visser, M. & Schwartz, A., Dec 2017, In : Journal of Bone and Mineral Research. 32, p. S178-S178

    Research output: Contribution to journalMeeting Abstract

  18. Published

    Adaptable landmark localisation: Applying model transfer learning to a shape model matching system

    Lindner, C., Waring, D., Thiruvenkatachari, B., O’Brien, K. & Cootes, T. F., Sep 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Nature, Vol. 10433 LNCS. p. 144-151 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS).

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

  19. Published
  20. Published

    Prediction of risk for radiographic hip osteoarthritis in subjects with early osteoarthritis of hip or knee

    Gielis, W. P., Weinans, H. H., van Spil, W. E., Agricola, R., Cootes, T. F., de Jong, P. A. & Lindner, C., Apr 2017, In : Osteoarthritis and Cartilage. 25, p. S12-S13

    Research output: Contribution to journalLetter

  21. Published

    Automatic Annotation of Radiographs using Random Forest Regression Voting for Building Statistical Models for Skeletal Maturity

    Adeshina, S. A., Lindner, C. & Cootes, T., Jan 2017, In : International Journal of Computer Techniques. 4, 1, p. 49-55

    Research output: Contribution to journalArticle

  22. Published

    Combination of Lateral and PA View Radiographs to Study Development of Knee OA and Associated Pain

    Minciullo, L., Thomson, J. & Cootes, T., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. SPIE, Vol. 10134. (SPIE Proceedings).

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

  23. Published

    Fully Automated Shape Analysis for Detection of Osteoarthritis from Lateral Knee Radiographs

    Minciullo, L. & Cootes, T., 2017, International Conference on Patern Recognition.

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

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

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