Dr Muthu Mookiah

Postdoctoral Research Assistant

Role in Project:

Developing an automatic retinal vessel detection algorithm for VAMPIRE by considering the current challenges and open problems related to retinal vessel segmentation such as imaging artefact’s, obscuring lesions, central vessel reflex, segmentation of small vessels, and parallel vessels with minimum distance.

Publications:   Selected Publications

  1. M. R. K. Mookiah, A. Rohrmeier, M. Dieckmeyer, K. Mei, F. K. Kopp, P. B. Noel, J. S. Kirschke, T. Baum, K. Subburaj. Feasibility of opportunistic osteoporosis screening in routine contrast-enhanced multi detector computed tomography (MDCT) using texture analysis. Osteoporosis International, 29:825—835, 2018.
  2. M. R. K. Mookiah, K. Subburaj, K. Mei, F. K. Kopp, J. Kaesmacher, P. M. Jungmann, P. Foehr, P. B. Noel, J. S. Kirschke, T. Baum. MDCT Imaging: Effect of sparse sampling and iterative reconstruction on trabecular texture parameters. Journal of Computer Assisted Tomography, 42:441—447, 2018.
  3. M. R. K. Mookiah, T. Baum, K. Mei, F. K. Kopp, G. Kaissis, P. Foehr, P. B. Noel, J. S. Kirschke, K. Subburaj. Effect of radiation dose reduction on texture measures of trabecular bone microstructure: an in vitro study. Journal of Bone and Mineral Metabolism, 1-13, 2017.R. K. Mookiah, U. R. Acharya, H. Fujita, J. E. W. Koh, J. H. Tan, C. K. Chua, S. V. Bhandary, K. Noronha, A. Laude, L. Tong. Automated detection of age-related macular degeneration using empirical mode decomposition. Knowledge-Based Systems, 89:654–668, 2015
  4. R. K. Mookiah, U. R. Acharya, H. Fujita, J. E. W. Koh, J. H. Tan, C. K. Chua, S. V. Bhandary, K. Noronha, A. Laude, L. Tong. Automated detection of age-related macular degeneration using empirical mode decomposition. Knowledge-Based Systems, 89:654–668, 2015.
  5. M. R. K. Mookiah, U. R. Acharya, V. Chandran, R. J. Martis, J. H. Tan, J. E. W. Koh, C. K. Chua, L. Tong, A. Laude. Application of higher-order spectra for automated grading of diabetic maculopathy. Medical & biological engineering & computing, 1–13, 2015.
  6. M. R. K. Mookiah, U. R. Acharya, J. E. W. Koh, V. Chandran, C. K. Chua, J. H. Tan, L. C. Min, E. Y. K. Ng, K. Noronha, L. Tong, A. Laude. Automated diagnosis of age-related macular degeneration using grayscale features from digital fundus images. Computers in Biology and Medicine, 53:55–64, 2014.
  7.  M. R. K. Mookiah, U. R. Acharya, R. J. Martis, C. K. Chua, L. C. Min, E. Y. K. Ng, A. Laude. Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grad-ing: A hybrid feature extraction approach. Knowledge-Based Systems, 39:9–22, 2013.
  8. U. R. Acharya, M. R. K. Mookiah, S. V. Sree, J. Sanches, S. Sha_que, A. Nicolaides, L. M. Pe-dro, J. S. Suri. Plaque tissue characterization and classification in ultrasound carotid scans: A paradigm for vascular feature amalgamation. IEEE Transactions on Instrumentation and Measurement, 62:392–400, 2013.
  9. U. R. Acharya, S. V. Sree, M. R. K. Mookiah, F. Molinari, L. Saba, S. Y. S. Ho, A. T. Ahuja, S. .C. Ho, A. Nicolaides, J. .S. Suri. Atherosclerotic risk stratification strategy for carotid arteries using texture-based features. Ultrasound in Medicine & Biology, 38:899–915, 2012.
  10. M. R. K. Mookiah, U. R. Acharya, L. C. Min, A. Petznick, J. S. Suri. Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features. Knowledge-Based Systems, 33:73–82, 2012.
  11. M. R. K. Mookiah, C. Chakraborty, R. R. Paul, A. K. Ray. Hybrid segmentation, characterization and classification of basal cell nuclei from histopathological images of normal oral mucosa and oral submucous fibrosis. Expert Systems with Applications, 39:1062–1077, 2012.
  12. M. R. K. Mookiah, M. Pal, R. R. Paul, C. Chakraborty, J. Chatterjee, A. K. Ray. Computer Vision Approach to Morphometric Feature Analysis of Basal Cell Nuclei for Evaluating Malignant Potentiality of Oral Submucous Fibrosis. Journal of Medical Systems, 36:1745–1756, 2011.
  13. R. K. Mookiah, U. R. Acharya, C. Chakraborty, A. K. Ray. Automated Diagnosis of Oral Cancer Using Higher Order Spectra Features and Local Binary Pattern: A Comparative Study. Technology in Cancer Research and Treatment, 10:433–455, 2011.
  14. M. R. K. Mookiah, P. Shah, A. Choudhary, C. Chakraborty, R. R. Paul, A. K. Ray. Textural characterization of histopathological images for oral sub-mucous fibrosis detection. Tissue and Cell, 43:318–330, 2011.
  15. M. R. K. Mookiah, A. Choudhary, C. Chakraborty, A. K. Ray, R. R. Paul. Texture based segmentation of epithelial layer from oral histological images. Micron, 42:632–641, 2011

email: mrkmookiah@dundee.ac.uk

Orcid account: http://orcid.org/0000-0001-6437-1482

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