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Author

  • Muthu Rama Krishnan Mookiah
2019

Texture analysis of vertebral bone marrow using chemical shift encoding–based water-fat MRI: a feasibility study

Burian, E., Subburaj, K., Mookiah, M. R. K., Rohrmeier, A., Hedderich, D. M., Dieckmeyer, M., Diefenbach, M. N., Ruschke, S., Rummeny, E. J., Zimmer, C., Kirschke, J. S., Karampinos, D. C. & Baum, T., Jun 2019, In : Osteoporosis International . 30, 6, p. 1265–1274 10 p.

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
38 Downloads (Pure)
2018

Effect of radiation dose reduction on texture measures of trabecular bone microstructure: an in vitro study

Mookiah, M. R. K., Baum, T., Mei, K., Kopp, F. K., Kaissis, G., Foehr, P., Noel, P. B., Kirschke, J. S. & Subburaj, K., May 2018, In : Journal of Bone and Mineral Metabolism. 36, 3, p. 323–335 4 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Feasibility of opportunistic osteoporosis screening in routine contrast-enhanced multi detector computed tomography (MDCT) using texture analysis

Mookiah, M. R. K., Rohrmeier, A., Dieckmeyer, M., Mei, K., Kopp, F. K., Noel, P. B., Kirschke, J. S., Baum, T. J. & Subburaj, K., Apr 2018, In : Osteoporosis International . 29, 4, p. 825–835 11 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Multidetector Computed Tomography Imaging: Effect of Sparse Sampling and Iterative Reconstruction on Trabecular Bone Microstructure

Mookiah, M. R. K., Subburaj, K., Mei, K., Kopp, F. K., Kaesmacher, J., Jungmann, P. M., Foehr, P., Noel, P. B., Kirschke, J. S. & Baum, T. J., May 2018, In : Journal of Computer Assisted Tomography. 42, 3, p. 441-447 7 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering

Mookiah, M. R. K., McGrory, S., Hogg, S., Price, J., Forster, R., MacGillivray, T. J. & Trucco, E., 14 Sep 2018, Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings. Taylor, Z., Bogunovic, H., Snead, D., Garvin, M. K., Chen, X. J., Ciompi, F., Xu, Y., Maier-Hein, L., Veta, M., Trucco, E., Stoyanov, D., Rajpoot, N., van der Laak, J., Martel, A. & McKenna, S. (eds.). Springer Verlag, p. 294-302 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11039 LNCS).

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

Open Access
File
3 Citations (Scopus)
88 Downloads (Pure)
2017

Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals

Rajendra Acharya, U., Sudarshan, V. K., Koh, J. E. W., Martis, R. J., Tan, J. H., Oh, S. L., Muhammad, A., Hagiwara, Y., Mookiah, M. R. K., Chua, K. P., Chua, C. K. & Tan, R. S., Jan 2017, In : Biomedical Signal Processing and Control. 31, p. 31-43

Research output: Contribution to journalArticle

51 Citations (Scopus)

Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index

Rajendra Acharya, U., Mookiah, M. R. K., Koh, J. E. W., Tan, J. H., Bhandary, S. V., Rao, A. K., Hagiwara, Y., Chua, C. K. & Laude, A., May 2017, In : Computers in Biology and Medicine. 84, p. 59-68 10 p.

Research output: Contribution to journalArticle

33 Citations (Scopus)

Automated glaucoma identification using retinal fundus images: A hybrid texture feature extraction paradigm

Mookiah, M. R. K., Acharya, U. R., Chakraborty, C., Min, L. C., Ng, E. Y. K. & Suri, J. S., 22 Nov 2017, Image Analysis and Modeling in Ophthalmology. Ng, E. Y. K., Acharya, U. R., Suri, J. S. & Campilho, A. (eds.). p. 9-22 409 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Citations (Scopus)
2015

Advances in Quantitative Muscle Ultrasonography Using Texture Analysis of Ultrasound Images

Molinari, F., Caresio, C., Rajendra Acharya, U., Mookiah, M. R. K. & Minetto, M. A., 2015, In : Ultrasound in Medicine and Biology. 41, 9, p. 2520-2532 13 p.

Research output: Contribution to journalArticle

39 Citations (Scopus)

Application of different imaging modalities for diagnosis of Diabetic Macular Edema: A review

Mookiah, M. R. K., Rajendra Acharya, U., Fujita, H., Tan, J. H., Chua, C. K., Bhandary, S. V., Laude, A. & Tong, L., 1 Nov 2015, In : Computers in Biology and Medicine. 66, p. 295-315

Research output: Contribution to journalArticle

18 Citations (Scopus)

Application of higher-order spectra for automated grading of diabetic maculopathy

Mookiah, M. R. K., Rajendra Acharya, U., Chandran, V., Martis, R. J., Tan, J. H., Koh, J. E. W., Chua, C. K., Tong, L. & Laude, A., 15 Apr 2015, In : Medical and Biological Engineering and Computing. 53, p. pages1319–1331

Research output: Contribution to journalArticle

15 Citations (Scopus)

Automated characterization and detection of diabetic retinopathy using texture measures

Mookiah, M. R. K., Tan, J. H., Chua, C. K., Ng, E. Y. K., Laude, A. & Tong, L., 2015, In : Journal of Mechanics in Medicine and Biology. 15, 4

Research output: Contribution to journalArticle

6 Citations (Scopus)

Automated detection of age-related macular degeneration using empirical mode decomposition

Mookiah, M. R. K., Rajendra Acharya, U., Fujita, H., Koh, J. E. W., Tan, J. H., Chua, C. K., Bhandary, S. V., Noronha, K. P., Laude, A. & Tong, L., 2015, In : Knowledge-Based Systems. 89, p. 654-668 15 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Local configuration pattern features for age-related macular degeneration characterization and classification

Mookiah, M. R. K., Rajendra Acharya, U., Fujita, H., Koh, J. E. W., Tan, J. H., Noronha, K. P., Bhandary, S. V., Chua, C. K., Lim, C. M., Laude, A. & Tong, L., 2015, In : Computers in Biology and Medicine. 63, p. 208-218 11 p.

Research output: Contribution to journalArticle

28 Citations (Scopus)
2014

Automated detection of proliferative diabetic retinopathy using brownian motion features

Yun, W. L., Mookiah, M. R. K. & Koh, J. E. W., 1 Apr 2014, In : Journal of Medical Imaging and Health Informatics. 4, 2, p. 250-254 5 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Automated diagnosis of Age-related Macular Degeneration using greyscale features from digital fundus images

Mookiah, M. R. K., Acharya, U. R., Koh, J. E. W., Chandran, V., Chua, C. K., Tan, J. H., Lim, C. M., Ng, E. Y. K., Noronha, K., Tong, L. & Laude, A., 1 Oct 2014, In : Computers in Biology and Medicine. 53, p. 55-64 10 p.

Research output: Contribution to journalArticle

31 Citations (Scopus)

Decision support system for age-related macular degeneration using discrete wavelet transform

Mookiah, M. R. K., Acharya, U. R., Koh, J. E. W., Chua, C. K., Tan, J. H., Chandran, V., Lim, C. M., Noronha, K., Laude, A. & Tong, L., Sep 2014, In : Medical and Biological Engineering and Computing. 52, p. 581-796

Research output: Contribution to journalArticle

31 Citations (Scopus)

Evolutionary algorithm-based classifier parameter tuning for automatic ovarian cancer tissue characterization and classification

Rajendra Acharya, U., Mookiah, M. R. K., Vinitha Sree, S., Yanti, R., Martis, R. J., Saba, L., Molinari, F., Guerriero, S. & Suri, J. S., 2014, In : European Journal of Ultrasound. 35, 3, p. 237-245 9 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Formal design and development of an anterior segment eye disease classification system

Faust, O., Yan, C., Mookiah, M. R. K., Rajendra Acharya, U., K. Ng, E. Y. & Yu, W., 2014, Image Analysis and Modeling in Ophthalmology. 1 ed. CRC Press, 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)

Glaucoma classification using brownian motion and discrete wavelet transform

Yun, W. L., Mookiah, M. R. K. & Koh, J. E. W., 2014, In : Journal of Medical Imaging and Health Informatics. 4, 4, p. 621-627 7 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2013

Application of multiresolution analysis for the detection of glaucoma

Koh, J. E. W., Mookiah, M. R. K. & Kadri, N. A., 1 Sep 2013, In : Journal of Medical Imaging and Health Informatics. 3, 3, p. 401-408 8 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: A paradigm for stroke risk assessment

Acharya, U. R., Mookiah, M. R. K., Vinitha Sree, S., Afonso, D., Sanches, J., Shafique, S., Nicolaides, A., Pedro, L. M., Fernandes E Fernandes, J. & Suri, J. S., 6 Jan 2013, In : Medical and Biological Engineering and Computing. 51, 5, p. 513-525 11 p.

Research output: Contribution to journalArticle

61 Citations (Scopus)

Automated detection of optic disk in retinal fundus images using intuitionistic fuzzy histon segmentation

Mookiah, M. R. K., Acharya, U. R., Chua, C. K., Min, L. C., Ng, E. Y. K., Mushrif, M. M. & Laude, A., 1 Jan 2013, In : Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine. 227, 1, p. 37-49 13 p.

Research output: Contribution to journalArticle

26 Citations (Scopus)

Computed tomography carotid wall plaque characterization using a combination of discrete wavelet transform and texture features: A pilot study

Acharya, U. R., Sree, S. V., Mookiah, M. R. K., Saba, L., Gao, H., Mallarini, G. & Suri, J. S., 1 Jun 2013, In : Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine. 227, 6, p. 643-654 12 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Computer-aided diagnosis of diabetic retinopathy: a review

Mookiah, M. R. K., Acharya, U. R., Chua, C. K., Lim, C. M., Ng, E. Y. K. & Laude, A., 1 Dec 2013, In : Computers in Biology and Medicine. 43, 12, p. 2136-2155 20 p.

Research output: Contribution to journalArticle

201 Citations (Scopus)

Computer aided diagnosis of diabetic retinopathy using multi-resolution analysis and feature ranking frame work

Mookiah, M. R. K., Chua, C. K., Min, L. C., Ng, E. Y. K. & Laude, A., 1 Dec 2013, In : Journal of Medical Imaging and Health Informatics. 3, 4, p. 598-606 9 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Detection of diabetic retinopathy using K-means clustering and self-organizing map

Yun, W. L. & Mookiah, M. R. K., Dec 2013, In : Journal of Medical Imaging and Health Informatics. 3, 4, p. 575-581 7 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Diagnosis of Hashimoto's thyroiditis in ultrasound using tissue characterization and pixel classification

Acharya, U. R., Sree, S. V., Mookiah, M. R. K., Yantri, R., Molinari, F., Zieleźnik, W., Małyszek-Tumidajewicz, J., Stepień, B., Bardales, R. H., Witkowska, A. & Suri, J. S., 1 Jul 2013, In : Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine. 227, 7, p. 788-798

Research output: Contribution to journalArticle

22 Citations (Scopus)

Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach

Mookiah, M. R. K., Acharya, U. R., Martis, R. J., Chua, C. K., Lim, C. M., Ng, E. Y. K. & Laude, A., Feb 2013, In : Knowledge-Based Systems. 39, p. 9-22 14 p.

Research output: Contribution to journalArticle

107 Citations (Scopus)
2012

Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features

Mookiah, M. R. K., Rajendra Acharya, U., Lim, C. M., Petznick, A. & Suri, J. S., Sep 2012, In : Knowledge-Based Systems. 33, p. 73-82 10 p.

Research output: Contribution to journalArticle

160 Citations (Scopus)

Non-invasive automated 3D thyroid lesion classification in ultrasound: A class of ThyroScan™ systems

Rajendra Acharya, U., Vinitha Sree, S., Muthu Rama Krishnan, M., Molinari, F., Garberoglio, R. & Suri, J. S., Apr 2012, In : Ultrasonics. 52, 4, p. 508-520 13 p.

Research output: Contribution to journalArticle

71 Citations (Scopus)
2011

Brownian motion curve-based textural classification and its application in cancer diagnosis

Mookiah, M. R. K., Shah, P., Chakraborty, C. & Ray, A. K., Jun 2011, In : Analytical and Quantitative Cytology and Histology. 33, 3, p. 158-168 11 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Textural characterization of histopathological images for oral sub-mucous fibrosis detection

Mookiah, M. R. K., Shah, P., Choudhary, A., Chakraborty, C., Paul, R. R. & Ray, A. K., Oct 2011, In : Tissue & cell. 43, 5, p. 318-330 13 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)

Texture based segmentation of epithelial layer from oral histological images

Mookiah, M. R. K., Choudhary, A., Chakraborty, C., Ray, A. K. & Paul, R. R., Aug 2011, In : Micron. 42, 6, p. 632-641 10 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)