Muthu Rama Krishnan Mookiah

Postdoctoral Research Assistant

Biography

Muthu R K Mookiah is a postdoctoral researcher in the Division of Molecular & Clinical Medicine, School of Medicine, University of Dundee. He did his postdoctoral research in the Medical Engineering and Design group at Singapore University of Technology and Design (SUTD) prior to joining UoD. He received his PhD from the Indian Institute of Technology Kharagpur (IIT Kharagpur), India in 2012. He was awarded MHRD fellowship to pursue his PhD. His PhD work focused on histopathological image analysis for computer aided diagnosis of oral submucous fibrosis. He is an editorial board member for Journal of Medical Imaging and Health Informatics (JMIHI). He worked as a R&D Project Engineer for 6 years at Ngee Ann Polytechnic, Singapore before joining SUTD. His major interests are medical image analysis, pattern recognition, data mining, and visualization.

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, Accepted 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, Accepted 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.

[4] M. 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, 2012.

[13] M. 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. The best way to view an up to date list is through ResearcherID (http://www.researcherid.com/rid/G-4033-2011).