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School of Medicine

Dr Jim Graham 

Photograph of Jim Graham

Reader

Imaging Science
Stopford Building
Oxford Road
Manchester M13 9PT

 

Research

Medical Image Analysis, Computer Vision

 

Teaching

  • MSc in Physics and Computing in Medicine and Biology

    • Course Director
    • Module Leader for Instrumentation Module
 

Collaborators and affiliated staff

Prof Rayaz Malik, School of Biomedicine
Prof Hugh Devlin, School of Dentistry

 

Publications

2011

  • (2011). Inferring 3D kinematics of carpal bones from single-view fluoroscopic sequences. Presented at Medical Image Computing and Computer Assisted Intervention. Toronto: Springer. eScholarID:133731
  • (2011). Integrated framework for simultaneous segmentation and registration of carpal bones. Presented at IEEE International Conference on Image Processing. Brussels: IEEE. eScholarID:133732
  • (2011). Multi-scale rigid registration to detect damage in micro-CT images of progressively loaded bones. Presented at IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Chicago, IL. USA: IEEE. eScholarID:133734
  • (2011). Propagating interactive segmentation of a single 3d example to similar images: an evaluation study using MR images of the prostate. Presented at IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Chicago, IL. USA: IEEEIEEE International Symposium on Biomedical Imaging. eScholarID:133733
  • (2011). Automatic analysis of diabetic peripheral neuropathy using multi-scale quantitative morphology of nerve fibres in corneal confocal microscopy imaging. Medical Image Analysis, 15(5), 738-747. eScholarID:133721 | DOI:10.1016/j.media.2011.05.016
  • (2011). Changes in mandibular cortical cortical width measurements with age in men and women. 22(6), 1915-1925. eScholarID:133722 | DOI:10.1007/s001 98-010-1401-3

2010

  • (2010). Dual-model detection of nerve fibres in corneal confocal microscopy images. Presented at International Cinference on Medical Image Computing and Computer Assisted Intervention. Beijing, China: Springer. eScholarID:133735
  • E. Moschidis, J. Graham. (2010). A systematic performance evaluation of interactive image segmentation based on simulated user interaction. Presented at IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Rotterdam, The Netherlands: IEEE. eScholarID:83015
  • M.G. Roberts, J. Graham, H. Devlin. (2010). Improving the detection of osteoporosis from dental radiographs using active appearance models. Presented at IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Rotterdam, The Netherlands: IEEE. eScholarID:83268
  • (2010). Repeatability of measuring corneal subbasal nerve fiber length of individuals with type 2 diabetes. 36(5), 245-248. eScholarID:133727 | DOI:10.1097/ICL.0b013e3181eea915
  • (2010). The relationship between the OSTEODENT index and hip fracture risk assessment using FRAX. 110(2), 243-249. eScholarID:133728 | DOI:10.1016/j.tripleo.2010.03.035

2009

  • Dabbah, M., Graham, J., Tavakoli, M., Petropoulos, I. & Malik, R (2009). Nerve Fibre extraction in corneal confocal microscopy images for human diabetic neuropathy detection using Gabor filters. Presented at Medical Image Understanding and Analysis. Kingston University: BMVA Press. eScholarID:56747
  • Moschidis, E. & Graham, J (2009). Simulation of user-interaction for performance evaluation of interactive image segmentation methods. Presented at Medical Image Understanding and Analysis. Kingston University: BMVA Press. eScholarID:56749
  • Nicopoulou-Karayianni, K, Tzoutzoukos, P, Mitsea, A, Karayiannis, A, Tsiklakis, K, Jacobs, R, Lindh, C, van der Stelt, P, Allen, P, Graham, J, Horner, K, Devlin, H, Pavitt, SSH, Yuan, J. (2009). Tooth loss and osteoporosis: the osteodent study. J Clin Periodontol, 36(3), 190-197. eScholarID:1d18871 | DOI:10.1111/j.1600-051X.2008.01365.x

2008

  • Graham, J. & Rogers, M (2008). Evaluation of Point-matching Algorithms for Registration of 2D Electrophoresis Gels. Presented at Medical Image Understanding and Analysis. University of Dundee: BMVA Press. eScholarID:56748
  • H. Devln, P.D. Allen, J. Graham, R. Jacobs, K. Karayianni, C. Lindh, E. Marjanovic, P.F. van der Stelt, J.E Adams, S. Pavitt, K. Horner. (2008). The role of the dentist in detecting osteoporosis: the Osteodent study. British Dental Journal, 204(10), E16-. eScholarID:21094 | DOI:10.1038/sj.bdj.2008.317

2007

  • Allen, P D, Graham, J, Farnell, DJJ, Marjanovic, E, Reinhilde Jacobs, Kety Karayianni, Christina Lindh, Paul van der Stelt, Horner, K, Devlin, H. (2007). Detecting osteoporosis from dental radiographs using Active Shape Models. Presented at IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro. Washington DC: IEEE. eScholarID:2d2069 | DOI:10.1109/ISBI.2007.357087
  • Allen, P D, Graham, J, Farnell, DJJ, Elizabeth Harrison, R. Jacobs, K.Karayianni, C Lindh, P. van der Stelt, Horner, K, Devlin, H. (2007). Detecting reduced bone mineral density from dental panoramic radiographs using statistical shape models. IEEE Transactions on IT in Biomedicine, 11(6), 601-610. eScholarID:1d14121 | DOI:10.1109/TITB.2006.888704
  • Devlin, H, Allen, P, Graham, J, Jacobs, R, Karayianni, K, Lindh, C, van der Stelt, P, Harrison, E, Adams, J, Pavitt, SSH, Horner, K. (2007). Automated osteoporosis risk assessment by dentists: A new pathway to diagnosis. Bone, 40(4), 835-842. eScholarID:1d14586 | DOI:10.1016/j.bone.2006.10.024
  • Graham J; Rogers M. (2007). Robust and accurate registration of 2-D electrophoresis gels using point matching. IEEE Transactions on Image Processing, 16(3), 624-635. eScholarID:1a9994 | DOI:10.1109/TIP.2007.891342

2006

  • Allen P D, D. Williamson, Graham J, Hutchinson CE. (2006). Differential segmentation of the prostate in MR images using tissue modelling and 3D Active Shape Models. Presented at IEEE International Symposium on Biomedical Imaging, from nano to macro. Washington DC: IEEE. eScholarID:2d1962 | DOI:10.1109/ISBI.2006.1624940
  • Allen P D, Graham J, DC Williamson, Hutchinson CE. (2006). Prostate Segmentation in MR Images using 3D Shape Model Constratined Voxel Classificattion. Presented at Medical Image Understanding and Analysis. University of Manchester: BMVA Press. eScholarID:2d1964
  • Allen P D, Graham J, DC Williamson, Hutchinson CE. (2006). Prostate Segmentation in MR Images using 3D Shape Model Constratined Voxel Classificattion. Presented at Medical Image Understanding and Analysis. University of Manchester: BMVA Press. eScholarID:2d1965
  • Ang SP, Allen P D, Graham J, Hutchinson CE, Graham J. (2006). Distinguishing between Classes of Benign Prostatic Hyperplasia using MR Images. Presented at Medical Image Understanding and Analysis. The University of Manchester: BMVA Press. eScholarID:2d2315
  • Graham J, Kola Babalola, W. Honer, L. Kopala, D. Lang, R. Vandorpe. (2006). Lateral asymmetry in the shape of brain ventricles in control and schizophrenia groups. Presented at IEEE International Symposium on Biomedical Imaging, from nano to macro. Washington DC: IEEE. eScholarID:2d2313 | DOI:10.1109/ISBI.2006.1624941

2005

  • Farnell DJJ, Graham J, Devlin H, Horner K. (2005). Measuring Indicators of Osteoporosis from Dental Panoramic Radiographs: Preliminary Results. Presented at Medical Image Understanding and Analysis. University of Bristol: BMVA Press. eScholarID:2d2316
  • Bowen A, Gardener E, Graham J, Cross SSP, Tyrrell PJ. (2005). Developing functional outcome measures for unilateral neglect: A pilot study. Neuropsychological Rehabilitation, 15 (2), 97-113. eScholarID:1d7637 | DOI:10.1080/09602010443000010
  • T.M.Aslam, N. Patton, J. Graham. (2005). A freely accessible, evidence based, objective system of analysis of posterior capsular opacification; Evidence for its validity and reliability. BMC Ophthalmology, 5, 9-18. eScholarID:21851 | DOI:10.1186/1471-2415-5-9

2004

  • Rogers MD, Graham J, Tonge R.P, Hoppe A, Barman S, Ellis T. (2004). 2 Dimensional Electrophoresis Gel Registration using Point Matching and Local Image-Based Refinement. BMVA Press. eScholarID:2d1921
  • Rogers MD, Graham J, Tonge R.P, Leahy R. M, Roux C. (2004). 2D Electrophoresis Gel Registration using Feature Matching. IEEE. eScholarID:2d1918

2003

  • Babalola KO, Graham J, Kopala L, Vandorpe R. (2003). An Investigation of Morphometric Changes in The Lateral Ventricles of Schizophrenic Subjects. Springer. eScholarID:2d1481
  • Babalola KO, Graham J, Kopala L, Vandorpe R. (2003). Characterisation of Morphometric Changes in Lateral Ventricles Due to Schizophrenia Using 3D Point Distribution Models. eScholarID:2d1502
  • Babalola KO, Graham J, Kopala L, Vandorpe R. (2003). Investigation of Shape Changes in the Lateral Ventricles Associated With Schizophrenia: a Morphometric study using a Three-Dimensional Point Distribution Model. eScholarID:2d1447
  • Cooper DH, Madsen BR, Graham J. (2003). Estimating Motion in Ultrasound Images of the Small Bowel: Optical Flow Without Image Structure. eScholarID:2d1500
  • Rogers MD, Graham J, Tonge R. (2003). Automatic Construction of Statistical Shape Models for Protein Spot Analysis in Electrophoresis Gels. eScholarID:2d1446
  • Rogers MD, Graham J, Tonge R. (2003). Fast Non-Rigid 2-DE Gel Image Registration. eScholarID:2d879
  • GRAHAM J; ROGERS M; TONGE R. (2003). Statistical models of shape for the analysis of protein spots in two-dimensional electrophoresis gel images. Proteomics, 3(6), 887-896. eScholarID:1a9992 | DOI:10.1002/pmic.200300421
  • Rogers MD, Graham J, Tonge R. (2003). Statistical Mosels of Shape for the Analysis of Protein Spots in 2-D Electrophoresis Gel Images. Proteomics, 3, 879-896. eScholarID:1d6470
  • Rogers MD, Graham J, Tonge R. (2003). Using Statistical Image Models for Objective Evaluation of 2D Gel Image Analysis. Proteomics, 3, 879-886. eScholarID:1d6472

2002

  • Babalola KO, Graham J, A. Houston, R. Zwiggelar. (2002). Using the Transportation Algorithm to improve Point Correspondences in Building 3D PDMs. eScholarID:2d974
  • Rogers MD, Graham J, A. Heyden, G. Sparr, M. Nielsen, P. Johansesn. (2002). Robust Active Shape Model Search. Springer Verlag. eScholarID:2d975
  • Rogers MD, Graham J, Tonge R. (2002). Using Statistical Image Models to Conduct Objective Evaluation of 2D Gel Image Analysis Packages. eScholarID:2d1396
  • G.C. Charters, Graham J. (2002). Disentangling Chromosome Overlaps by Combining Trainable Shape Models with Classification Evidence. IEEE Trans. Signal Processing, 50, 2080-2085. eScholarID:1d23459
  • GRAHAM J; CHARTERS G. (2002). Disentangling chromosome overlaps by combining trainable shape models with classification evidence. IEEE Transactions on Signal Processing, 50(8), 2080-2085. eScholarID:1a9993 | DOI:10.1109/TSP.2002.800421

2001

  • Rogers MD, Graham J, Cootes TF, Taylor CJ. (2001). Structured Point Distribution Models: Modelling Intermittently Present Features. BMVA. eScholarID:2d1354

2000

  • R. Baldock, Graham J. (2000). Image Processing and Analysis: A Practical Approach. Oxford University Press. eScholarID:4d44
  • Graham J, P. Lisboa, E. Ifeachor, P.A. Errington, P. Szczepaniak. (2000). Classification of Chromosomes: A comparative study of neural network and statistical approaches. Artificial Neural Networks in Biomedicine. Springer. eScholarID:3d329
  • R.. Baldock, Graham J. (2000). Pattern Recognition: Classification of Chromosomes. Image Processing and Analysis: A Practical Approach. Oxford University Press. eScholarID:3d496
  • Rogers MD, Graham J, R.A. Malik, A. Todd-Pokropek. (2000). Segmentation of Capillary Images for Quantitative Investigation in Diabetic Neuropathy. BMVA. eScholarID:2d946
  • Rogers MD, Graham J, R.A. Malik, S.L. Delp, A.M. DiGioia, B. Jaramaz. (2000). Exploiting Weak Shape Constraints to Segment Capillary Images in Microangiopathy. Springer. eScholarID:2d977

1999

  • Graham J. (1999). Trainable Grey-Level Models for Disentangling Overlapping Chromosomes. Pattern Recognition, 1335-1349. eScholarID:1d1859

1998

  • Poxton DD, Graham J, Deakin JFW, P.H. Lewis, M.S. Nixon. (1998). Detecting Asymmetries in Hippocampal Shape and Receptor Distribution using Statistical Appearance Models and Linear Discriminamt Analysis. BMVA. eScholarID:2d1356

1997

  • Wade PP, D.H. Moran, Graham J, Jackson CB, A.F.Clark. (1997). Robust and Accurate 3D Measurement of Formed Tube Using Trinocular Stereo Vision. BMVA. eScholarID:2d813

1996

  • Graham J, E. Fiesler, R. Beale. (1996). A Neural Network Classifier for Chromosome Analysis. Handbook of Neural Computation. Oxford University Press. eScholarID:3d116
  • D.H. Cooper, Graham J, R.B. Fisher, M. Trucco. (1996). Estimating Motion in Noisy Textured Images: Optical Flow in Medical Ultrasound. BMVA. eScholarID:2d769
  • M. J. Byrne, Graham J, B. Buxton, R. Cipolla. (1996). Application of Model Based Image Interpretation Methods to Diabetic Neuropathy. Springer-Verlag. eScholarID:2d947
  • J. H. Smith, Graham J, R. J. Taylor. (1996). The application of artificial neural networks to doppler ultrasound waveforms for the classification of arterial disease. International Journal of Clinical Monitoring and Computing, 13, 85-91. eScholarID:1d1860

1995

  • Cootes TF, Cooper DH, Taylor CJ, Graham J. (1995). Active Shape Models - Their training and application. Computer Vision and Image Understanding, 61, 38-59. eScholarID:1d1862
  • J. J. Hunter, Graham J, Taylor CJ. (1995). User Programmable Visual Inspection. Image and Vision Computing, 13, 623-628. eScholarID:1d1863

1994

  • Graham J, J Piper, J.R. Gosden. (1994). Automatic karyotype analysis. Chromosome Analysis Protocols. Totowa NJ. eScholarID:3d503
  • G.C. Charters, Graham J. (1994). Classification of Long Chromosomes using Sub-chromosome Length Unique Band Sequences. eScholarID:2d948

1993

  • Cootes TF, Taylor CJ, Lanitis AA, Cooper DH, Graham J. (1993). Building and using flexible models incorporating grey level information. eScholarID:2d981
  • Graham J, Cootes TF, Cooper DH, Taylor CJ. (1993). Generic Methods for Object Modelling and Location in Complex Images. eScholarID:2d833
  • P. A. Errington, Graham J. (1993). Classification of chromosomes using a combination of neural networks. eScholarID:2d979
  • A.M. Jennings, Graham J. (1993). A neural network approach to automatic chromosome classification. Physics In Medicine And Biology, 38, 959-970. eScholarID:1d23460
  • P.A. Errington, Graham J. (1993). Application of artificial neural networks to chromosome classification. Cytometry, 14, 627-639. eScholarID:1d1865

1992

  • Cootes TF, Taylor CJ, Cooper DH, Graham J. (1992). Training models of shape from sets of examples. Springer-Verlag. eScholarID:2d1358
  • Cootes TF, Cooper DH, Taylor CJ, Graham J. (1992). A trainable method of parametric shape description. Image and Vision Computing, 10, 289-294. eScholarID:1d1867
  • Graham J, P. Errington, A. Jennings. (1992). A neural network chromosome classifier. J. Radiation Research, 33, 250 - 257. eScholarID:1d1868

1991

  • Cootes TF, Cooper DDEC, Taylor CJ, Graham J. (1991). A trainable method of parametric shape description. Springer-Verlag. eScholarID:2d770
  • Graham J, A.M. Jennings, P.A. Errington. (1991). Chromosome classification using a neural network. eScholarID:2d834
  • M. Tso, P. Kleinschmidt, I. Mitterreiter, Graham J. (1991). An efficient transportation algorithm for automatic chromosome karyotyping. Patt. Recog. Lett, 12, 117-126. eScholarID:1d1869

1989

  • Graham J, C. Lundsteen, J. Piper. (1989). Resolution of composites in interactive karyotyping. Automation of Cytogenetics. Berlin: Springer-Verlag. eScholarID:3d976

1988

  • N. Bryson, Cooper DH, Graham J, D. Pycock, Taylor CJ, P.W. Woods. (1988). DEMOB: an object oriented application generator for image processing. eScholarID:2d985
  • Taylor CJ, Graham J, Cooper DH. (1988). System architectures for interactive knowledge-based image interpretation. eScholarID:2d814
  • Taylor CJ, Graham J. (1988). Boundary cue operators for model-based image processing. eScholarID:2d837

1987

  • Graham J, D. Pycock. (1987). Automation of routine clinical chromosome analysis II: Metaphase finding. Analyt. Quant. Cytol. Histol, 9, 391 - 397. eScholarID:1d1870
  • Graham J. (1987). Automation of routine clinical chromosome analysis I. Karyotyping by machine. Analyt. Quant. Cytol. Histol, 9, 383-90. eScholarID:1d1874

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