51cg

People

Dr Tryphon Lambrou

Dr Tryphon Lambrou
Dr Tryphon Lambrou
Dr Tryphon Lambrou

Senior Lecturer

Accepting PhDs

51cg
Email Address
tryphon.lambrou@abdn.ac.uk
Office Address
MT 201 Meston Building
Old Aberdeen Campus
Meston Walk
AB24 3UE

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School/Department
School of Natural and Computing Sciences

Biography

Between June 2022 and January 2023, I was the Interim Vice-Dean for the Joint Institute of Data Sciences and Artificial Intelligence. 

I am a Senior Lecturer in Computing Science with the School of Natural and Computing Sciences; I joined the School in January 2022. Tryphon was a Senior Lecturer with the School of Computer Science, University of Lincoln; where he was Programme Leader for Computer Science undergraduate degrees as well as for the MSc in Intelligent Vision, and Lead for the PGR research degrees.

Tryphon is an Honorary Lecturer with the Department of Medical Physics & Bioengineering, University College London. He was a Senior Research Associate with the Centre of Medical Image Computing (CMIC) at UCL, and previously a Research Fellow with the Department of Medical Physics and Bioengineering, UCL, employed under the Interdisciplinary Research Consortium scheme - “From Medical Images and Signals to Clinical Information” funded jointly by EPSRC and MRC.

Memberships and Affiliations

Internal Memberships

Course Co-Ordinator

Programme Director

External Memberships

Member of the IEEE

Professional Member of the ACM

Full Member of the IPEM

 

External Examiner for the MSc in Artificial Intelligence and Data Science, University of Hull.

Research

Research Areas

Accepting PhDs

I am currently accepting PhDs in Computing Science.

Please get in touch if you would like to discuss your research ideas further.

Computing Science

  • Accepting PhDs
View Research Area

Research Specialisms

  • Artificial Intelligence
  • Machine Learning
  • Computer Vision
  • Diagnostic Imaging

Our research specialisms are based on the Higher Education Classification of Subjects (HECoS) which is , published under the licence.

Publications

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  • Estimating 2D Keypoints of Surgical Tools Using Vision-Language Models with Low-Rank Adaptation

    Duangprom, K., Lambrou, T., Bhattarai, B.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • Out-of-Distribution Detection in Gastrointestinal Vision by Estimating Nearest Centroid Distance Deficit

    Pokhrel, S., Bhandari, S., Ali, S., Lambrou, T., Nguyen, A., Shrestha, Y. R., Watson, A., Stoyanov, D., Gyawali, P., Bhattarai, B.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • NCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision

    Pokhrel, S., Bhandari, S., Ali, S., Lambrou, T., Nguyen, A., Shrestha, Y. R., Watson, A., Stoyanov, D., Gyawali, P., Bhattarai, B.
    Working Papers: Preprint Papers
    • [ONLINE] DOI:
    • [OPEN ACCESS]

  • Weakly supervised pre-training for brain tumor segmentation using principal axis measurements of tumor burden

    Mckone, J. E., Lambrou, T., Ye, X., Brown, J. M.
    Frontiers in Computer Science, vol. 6, 1386514
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Preface

    Waiter, G., Lambrou, T., Leontidis, G., Oren, N., Morris, T., Gordon, S.
    Chapters in Books, Reports and Conference Proceedings: Forewords and Postscripts
    • [ONLINE] DOI:
    • [ONLINE]

  • Grading of soft tissues sarcomas using radiomics models:: Choice of imaging methods and comparison with conventional visual analysis

    Chen, B., Steinberger, O., Fenioux, R., Duverger, Q., Lambrou, T., Dodin, G., Blum, A., Teixeira, P. A. G.
    Research in Diagnostic and Interventional Imaging, vol. 2, 100009
    Contributions to Journals: Articles
    • [ONLINE] DOI:

  • MDA-Unet: A Multi-Scale Dilated Attention U-Net for Medical Image Segmentation

    Amer, A., Lambrou, T., Ye, X.
    Applied Sciences, vol. 12, no. 7, 3676
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]

  • Thermal Camera Based Physiological Monitoring with an Assistive Robot

    Cosar, S., Yan, Z., Zhao, F., Lambrou, T., Yue, S., Bellotto, N.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • Supervised learning based multimodal MRI brain tumour segmentation using texture features from supervoxels

    Soltaninejad, M., Yang, G., Lambrou, T., Allinson, N., Jones, T., Barrick, T., Howe, F., Ye, X.
    Computer Methods and Programs in Biomedicine, vol. 157, pp. 69-84
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:

  • MRI brain tumor segmentation and patient survival prediction using random forests and fully convolutional networks

    Soltaninejad, M., Zhang, L., Lambrou, T., Yang, G., Allinson, N., Ye, X.
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10670, pp. 204-215
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:

  • Automatic image quality assessment and measurement of fetal head in two-dimensional ultrasound image

    Zhang, L., Dudley, N., Lambrou, T., Allinson, N., Ye, X.
    Journal of Medical Imaging, vol. 4, no. 2, 024001
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:

  • Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI

    Soltaninejad, M., Yang, G., Lambrou, T., Allinson, N., Jones, T., Barrick, T., Howe, F., Ye, X.
    International Journal of Computer Assisted Radiology and Surgery, vol. 12, no. 2, pp. 183-203
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:

  • DCE-MRI Perfusion and Permeability Parameters as predictors of tumor response to CCRT in Patients with locally advanced NSCLC

    Tao, X., Wang, L., Hui, Z., Liu, L., Ye, F., Song, Y., Tang, Y., Men, Y., Lambrou, T., Su, Z., Xu, X., Ouyang, H., Wu, N.
    Scientific Reports, vol. 6, 35569
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:

  • A supervised texton based approach for automatic segmentation and measurement of the fetal head and femur in 2D ultrasound images

    Zhang, L., Ye, X., Lambrou, T., Duan, W., Allinson, N., Dudley, N.
    Physics in Medicine and Biology, vol. 61, no. 3, pp. 1095-1115
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:

  • Learning from life-logging data by hybrid HMM: A case study on active states prediction

    Ni, J., Lambrou, T., Ye, X.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • Reproducibility of dynamic contrast-enhanced MRI in renal cell carcinoma: A prospective analysis on intra- and interobserver and scan-rescan performance of pharmacokinetic parameters.

    Wang, H., Su, Z., Ye, H., Xu, X., Sun, Z., Li, L., Duan, F., Song, Y., Lambrou, T., Ma, L.
    Medicine (United States), vol. 94, no. 37, e1529
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Areas of normal pulmonary parenchyma on HRCT exhibit increased FDG PET signal in IPF patients

    Win, T., Thomas, B., Lambrou, T., Hutton, B., Screaton, N., Porter, J., Maher, T., Endozo, R., Shortman, R., Afaq, A., Lukey, P., Ell, P., Groves, A.
    European Journal of Nuclear Medicine and Molecular Imaging, vol. 41, no. 2, pp. 337-342
    Contributions to Journals: Articles
    • [ONLINE] DOI:

  • An in vivo subject-specific 3D functional knee joint model using combined MR imaging

    Chen, B., Lambrou, T., Offiah, A., Gondim Teixeira, P., Fry, M., Todd-Pokropek, A.
    International Journal of Computer Assisted Radiology and Surgery, vol. 8, no. 5, pp. 741-750
    Contributions to Journals: Articles
    • [ONLINE] DOI:

  • 18F-Fluorodeoxyglucose positron emission tomography pulmonary imaging in idiopathic pulmonary fibrosis is reproducible: Implications for future clinical trials

    Win, T., Lambrou, T., Hutton, B., Kayani, I., Screaton, N., Porter, J., Maher, T., Endozo, R., Shortman, R., Lukey, P., Groves, A.
    European Journal of Nuclear Medicine and Molecular Imaging, vol. 39, no. 3, pp. 521-528
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:

  • 2D/3D fetal cardiac dataset segmentation using a deformable model

    Dindoyal, I., Lambrou, T., Deng, J., Todd-Pokropek, A.
    Medical Physics, vol. 38, no. 7, pp. 4338-4349
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:

  • A novel method for incorporating respiratory-matched attenuation correction in the motion correction of cardiac PET-CT studies

    McQuaid, S., Lambrou, T., Hutton, B.
    Physics in Medicine and Biology, vol. 56, no. 10, pp. 2903-2915
    Contributions to Journals: Articles
    • [ONLINE] DOI:

  • Combined MR imaging towards subject-specific knee contact analysis

    Chen, B., Lambrou, T., Offiah, A., Fry, M., Todd-Pokropek, A.
    Visual Computer, vol. 27, no. 2, pp. 121-128
    Contributions to Journals: Articles
    • [ONLINE] DOI:

  • The importance of correction for tissue fraction effects in lung PET: Preliminary findings

    Lambrou, T., Groves, A., Erlandsson, K., Screaton, N., Endozo, R., Win, T., Porter, J., Hutton, B.
    European Journal of Nuclear Medicine and Molecular Imaging, vol. 38, no. 12, pp. 2238-2246
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • The Application of a Statistical Shape Model to Diaphragm Tracking in Respiratory-Gated Cardiac PET Images

    McQuaid, S. J., Lambrou, T., Cunningham, V. J., Bettinardi, V., Gilardi, M. C., Hutton, B. F.
    Proceedings of the IEEE, vol. 97, no. 12, pp. 2039-2052
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:

  • Principal geodesic analysis for the study of nonlinear minimum description length

    Su, Z., Lambrou, T., Todd-Pokropek, A.
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4987, pp. 89-98
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:

  • Statistical shape modeling of the diaphragm for application to Rb-82 cardiac PET-CT studies

    Mcquaid, S., Lambrou, T., Hutton, B.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • Automatic segmentation of low resolution fet al. cardiac data using snakes with shape priors

    Dindoyal, I., Lambrou, T., Deng, J., Todd-Pokropek, A.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]
    • [ONLINE] DOI:

  • Level set snake algorithms on the fetal heart

    Dindoyal, I., Lambrou, T., Deng, J., Todd-Pokropek, A.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]
    • [ONLINE] DOI:

  • Automatic 3D segmentation of the liver from computed tomography images, a discrete deformable model approach

    Evans, A., Lambrou, T., Linney, A., Todd-Pokropek, A.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]
    • [ONLINE] DOI:

  • Level set segmentation of the fetal heart

    Dindoyal, I., Lambrou, T., Deng, J., Ruff, C., Linney, A., Rodeck, C., Todd-Pokropek, A.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]
    • [ONLINE] DOI:

  • Novel approaches to the measurement of arterial blood flow from dynamic digital X-ray images

    Rhode, K., Lambrou, T., Hawkes, D., Seifalian, A.
    IEEE Transactions on Medical Imaging, vol. 24, no. 4, pp. 500-513
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:

  • Automatic segmentation of liver using a topology adaptive snake

    Evans, A., Lambrou, T., Alf-Linney, , Todd-Pokropek, A.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]

  • In-vitro validation of a novel model-based approach to the measurement of arterial blood flow waveforms from dynamic digital x-ray images

    Rhode, K., Lambrou, T., Seifalian, A., Hawkes, D.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]
    • [ONLINE] DOI:

  • In-vitro validation of a novel model-based approach to the measurement of arterial blood flow waveforms from dynamic digital x-ray images

    Rhode, K., Ennew, G., Lambrou, T., Seifalian, A., Hawkes, D.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]
    • [ONLINE] DOI:

  • Validation of an optical flow algorithm to measure blood flow waveforms in arteries using dynamic digital X-ray images

    Rhode, K., Lambrou, T., Hawkes, D. J., Hamilton, G., Seifalian, A. M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]

  • Classification of audio signals using statistical features on time and wavelet transform domains

    Lambrou, T., Kudumakis, P., Speller, R., Sandler, M., Linney, A.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE]
    • [ONLINE] DOI:
    • [ONLINE]

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