Publications

S. Makrogiannis and Ferrucci, L., “Software system for computing material and structural properties of bone and muscle in the lower extremity from pQCT”, Proc. SPIE 9112, Sensing Technologies for Global Health, Military Medicine, and Environmental Monitoring IV, vol. 9112. pp. 911216-911216-6, 2014.

F. Boukari and Makrogiannis, S., “Spatio-temporal Level-Set Based Cell Segmentation in Time-Lapse Image Sequences”, in Advances in Visual Computing, vol. 8888, Springer International Publishing, 2014, pp. 41-50.

S. Makrogiannis, Caturegli, G., Davatzikos, C., and Ferrucci, L., “Computer-aided assessment of regional abdominal fat with food residue removal in CT.”, Acad Radiol, vol. 20, pp. 1413–1421, 2013.

S. M. Rothman, Griffioen, K. J., Fishbein, K. W., Spencer, R. G., Makrogiannis, S., Cong, W. - N., Martin, B., and Mattson, M. P., “Metabolic abnormalities and hypoleptinemia in α-synuclein A53T mutant mice.”, Neurobiol Aging, 2013.

M. Canepa, Strait, J. B., Milaneschi, Y., Alghatrif, M., Ramachandran, R., Makrogiannis, S., Moni, M., David, M., Brunelli, C., Lakatta, E. G., and Ferrucci, L., “The relationship between visceral adiposity and left ventricular diastolic function: results from the Baltimore Longitudinal Study of Aging.”, Nutr Metab Cardiovasc Dis, vol. 23, pp. 1263–1270, 2013.

N. Bourbakis, Makrogiannis, S. K., and Dakopoulos, D., “A System-Prototype Representing 3D Space via Alternative-Sensing for Visually Impaired Navigation”, Sensors Journal, IEEE, vol. 13, pp. 2535-2547, 2013.

S. Makrogiannis, Ramachandran, R., Chia, C. W., and Ferrucci, L., “Automated abdominal fat quantification and food residue removal in CT”, in Mathematical Methods in Biomedical Image Analysis (MMBIA), 2012 IEEE Workshop on, 2012.

S. Makrogiannis, Serai, S., Fishbein, K. W., Schreiber, C., Ferrucci, L., and Spencer, R. G., “Automated quantification of muscle and fat in the thigh from water-, fat-, and nonsuppressed MR images.”, J Magn Reson Imaging, vol. 35, pp. 1152–1161, 2012.

S. Makrogiannis and Bourbakis, N. G., “Editorial”, International Journal on Artificial Intelligence Tools, vol. 21, 2012.

Y. Wu, Kotzer, C. J., Makrogiannis, S., Logan, G. A., Haley, H., Barnette, M. S., and Sarkar, S. K., “A noninvasive [99mTc]DTPA SPECT/CT imaging methodology as a measure of lung permeability in a guinea pig model of COPD.”, Mol Imaging Biol, vol. 13, pp. 923–929, 2011.

N. G. Bourbakis, Makrogiannis, S., and Kapogiannis, D., “A Synergistic Model for Monitoring Brain's Changes: A Case Study”, in ICTAI, 2011, pp. 1093-1098.

S. Makrogiannis, Ramachandran, R., Fishbein, K. W., Kapogiannis, D., Spencer, R. G., and Chia, C. W., “Towards segmentation of the thymus in fat and water parametric MR images.”, Conf Proc IEEE Eng Med Biol Soc, vol. 2011, pp. 8078–8081, 2011.

A. Santamaria-Pang, Dutta, S., Makrogiannis, S., Hara, A., Pavlicek, W., Silva, A., Thomsen, B., Robertson, S., Okerlund, D., Langan, D. A., and Bhotika, R., “Automated liver lesion characterization using fast kVp switching dual energy computed tomography imaging”, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 2010.

S. Makrogiannis, Serai, S., Fishbein, K. W., Laney, W., Schreiber, C., Ershler, W. B., Ferrucci, L., and Spencer, R. G. S., “Automated Quantification of Muscle and Fat in the Thigh from Water-, Fat- and Non-suppressed MR Images”, in BIBE, 2010, pp. 52-57.

S. Makrogiannis and Bourbakis, N. G., “Efficient registration of multitemporal and multisensor aerial images based on alignment of nonparametric edge features”, J. Electronic Imaging, vol. 19, p. 013002, 2010.

S. Makrogiannis, Bhotika, R., Miller, J. V., Skinner, J., and Vass, M., “Nonparametric Intensity Priors for Level Set Segmentation of Low Contrast Structures”, in MICCAI (1), 2009, pp. 239-246.

S. Makrogiannis, Verma, R., and Davatzikos, C., “Anatomical Equivalence Class: A Morphological Analysis Framework Using a Lossless Shape Descriptor”, IEEE Trans. Med. Imaging, vol. 26, pp. 619-631, 2007.

S. Makrogiannis, Wellen, J., Wu, Y., Bloy, L., and Sarkar, S. K., “A Multimodal Image Registration and Fusion Methodology Applied to Drug Discovery Research”, in MMSP, 2007, pp. 324-327.

N. Bourbakis, Kakumanu, P., Makrogiannis, S., Bryll, R., and Panchanathan, S., “Neural network approach for image chromatic adaptation for skin color detection.”, Int J Neural Syst, vol. 17, no. 1, pp. 1-12, 2007.

N. G. Bourbakis, Yuan, P., and Makrogiannis, S., “Object recognition using wavelets, L-G graphs and synthesis of regions”, Pattern Recognition, vol. 40, pp. 2077-2096, 2007.

P. Kakumanu, Makrogiannis, S., and Bourbakis, N. G., “A survey of skin-color modeling and detection methods”, Pattern Recognition, vol. 40, pp. 1106-1122, 2007.

S. Makrogiannis, Verma, R., Karacali, B., and Davatzikos, C., “A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation”, 2006.

S. Makrogiannis and Bourbakis, N. G., “Localization Scale Selection for Scale-Space Segmentation”, in ICIAR, 2005, pp. 1-8.

N. G. Bourbakis, Makrogiannis, S., and Kavraki, D., “A Neural Network-Based Detection of Bleeding in Sequences of WCE Images”, in BIBE, 2005, pp. 324-327.

S. Makrogiannis, Economou, G., and Fotopoulos, S., “A region dissimilarity relation that combines feature-space and spatial information for color image segmentation”, IEEE Transactions on Systems, Man, and Cybernetics, Part B, vol. 35, pp. 44-53, 2005.