Homepage of Deepak Roy Chittajallu

Refereed Journal Publications


  1. D.R. Chittajallu, S. Florian, R. Kohler, Y. Iwamoto, J.D. Orth, R. Weissleder, G. Danuser, and T. Mitchison,"In vivo cell-cycle profiling in xenograft tumors by quantitative intravital microscopy", Nature methods (2015).

  2. D.R. Chittajallu, N. Paragios, and I.A. Kakadiaris, “An explicit shape-constrained MRF-based contour evolution method for 2D Medical Image Segmentation,” IEEE Journal of Biomedical and Health Informatics (formerly IEEE TITB), 18(1):120-129, April, 2013.

  3. U. Kurkure, D.R. Chittajallu, G. Brunner, Y.L. Hai, and I.A. Kakadiaris, "A supervised classification-based method for coronary calcium detection in non-contrast CT," International Journal of Cardiovascular Imaging (IJCI), 26(7): 817-28, Oct, 2010.

  4. G. Brunner, D.R. Chittajallu, U. Kurkure, and I.A. Kakadiaris, "Toward the automatic detection of coronary artery calcification in non-contrast Computed Tomography data," International Journal of Cardiovascular Imaging (IJCI), 26(7):829-38, Oct, 2010.

  5. D. Chen, D.R. Chittajallu, G. Passalis, and I.A. Kakadiaris, "Computational tools for quantitative breast morphometry based on 3D scans," Annals of Biomedical Engineering (ABME), 38(5):1703-18, May 2010.

Refereed Conference Publications


  1. G. Brunner, D.R. Chittajallu, U. Kurkure, and I.A. Kakadiaris, "Patch-Cuts: A Graph-Based Image Segmentation Method Using Patch Features and Spatial Relations", In Proc. 21st British Machine Vision Conference (BMVC), Aberystwyth, UK, 2010

  2. D.R. Chittajallu, S. Shah, I.A. Kakadiaris, "A Shape-Driven MRF Model for the Segmentation of Organs in Medical Images," In Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, CA, 2010.

  3. R. Yalamanchili, D.R. Chittajallu, P. Balança, B. Tamarappoo, D.S. Berman, D. Dey, and I.A. Kakadiaris. "Automated segmentation of the Diaphragm in non-contrast CT images," In Proc. IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), Rotterdam, Netherlands, April 14-17, 2010.

  4. D.R. Chittajallu, P. Balança, and I.A. Kakadiaris, "Automatic delineation of the inner thoracic region in non-contrast CT data," in Proc. 31st International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Minneapolis, MN, Sep. 2-6 2009.

  5. D.R. Chittajallu, G. Brunner, U. Kurkure, R. Yalamanchili, and I. A. Kakadiaris, "Fuzzy-cuts: A knowledge-driven graph-based method for medical image segmentation," in Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) Miami Beach, FL, 2009.

  6. G. Brunner, D.R. Chittajallu, U. Kurkure, I.A. Kakadiaris, "A Heart-centered coordinate system for the detection of coronary artery zones in non-contrast Computed Tomography data," Proc. of 2nd MICCAI Workshop on Computer Vision for Intravascular and Intracardiac Imaging, New York, NY, Sept. 10, 2008.

  7. U. Kurkure, D.R. Chittajallu, G. Brunner, R. Yalamanchili, and I.A. Kakadiaris, "Detection of coronary calcifications using supervised hierarchical classication," Proc. of 2nd MICCAI Workshop on Computer Vision for Intravascular and Intracardiac Imaging, New York, NY, Sept. 10, 2008.

  8. G. Brunner, U. Kurkure, D.R. Chittajallu, R. PC. Yalamanchili, I.A. Kakadiaris. "Toward Unsupervised Classifcation of Calcified Arterial Leisons". Proc. 11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), New York, NY, Sept. 16-19, 2008.