Deepak Roy Chittajallu
Deepak Roy Chittajallu
Senior Applied Data Scientist, Bing Multimedia Team, AI Research Group, Microsoft
Verified email at kitware.com - Homepage
Title
Cited by
Cited by
Year
In vivo cell-cycle profiling in xenograft tumors by quantitative intravital microscopy
DR Chittajallu, S Florian, RH Kohler, Y Iwamoto, JD Orth, R Weissleder, ...
Nature methods 12 (6), 577-585, 2015
772015
The digital slide archive: A software platform for management, integration, and analysis of histology for cancer research
DA Gutman, M Khalilia, S Lee, M Nalisnik, Z Mullen, J Beezley, ...
Cancer research 77 (21), e75-e78, 2017
692017
Toward the automatic detection of coronary artery calcification in non-contrast computed tomography data
G Brunner, DR Chittajallu, U Kurkure, IA Kakadiaris
The international journal of cardiovascular imaging 26 (7), 829-838, 2010
472010
A supervised classification-based method for coronary calcium detection in non-contrast CT
U Kurkure, DR Chittajallu, G Brunner, YH Le, IA Kakadiaris
The international journal of cardiovascular imaging 26 (7), 817-828, 2010
462010
Structured crowdsourcing enables convolutional segmentation of histology images
M Amgad, H Elfandy, H Hussein, LA Atteya, MAT Elsebaie, LS Abo Elnasr, ...
Bioinformatics 35 (18), 3461-3467, 2019
352019
A shape-driven MRF model for the segmentation of organs in medical images
DR Chittajallu, SK Shah, IA Kakadiaris
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
262010
Fuzzy-cuts: A knowledge-driven graph-based method for medical image segmentation
DR Chittajallu, G Brunner, U Kurkure, RP Yalamanchili, IA Kakadiaris
2009 IEEE Conference on Computer Vision and Pattern Recognition, 715-722, 2009
232009
An explicit shape-constrained MRF-based contour evolution method for 2-D medical image segmentation
DR Chittajallu, N Paragios, IA Kakadiaris
IEEE Journal of Biomedical and Health Informatics 18 (1), 120-129, 2013
222013
Computational tools for quantitative breast morphometry based on 3D scans
D Chen, DR Chittajallu, G Passalis, IA Kakadiaris
Annals of biomedical engineering 38 (5), 1703-1718, 2010
222010
Toward unsupervised classification of calcified arterial lesions
G Brunner, U Kurkure, DR Chittajallu, RP Yalamanchili, IA Kakadiaris
International Conference on Medical Image Computing and Computer-Assisted …, 2008
172008
Detection of coronary calcifications using supervised hierarchical classification
U Kurkure, D Chittajallu, G Brunner, R Yalamanchili, I Kakadiaris
Second International Workshop on Computer Vision for Intravascular and …, 2008
142008
Automatic delineation of the inner thoracic region in non-contrast CT data
DR Chittajallu, P Balanca, IA Kakadiaris
2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009
122009
Automatic segmentation of the diaphragm in non-contrast CT images
R Yalamanchili, D Chittajallu, P Balanca, B Tamarappoo, D Berman, ...
2010 IEEE international symposium on biomedical imaging: from nano to macro …, 2010
102010
XAI-CBIR: Explainable AI system for content based retrieval of video frames from minimally invasive surgery videos
DR Chittajallu, B Dong, P Tunison, R Collins, K Wells, J Fleshman, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 66-69, 2019
92019
Automatic estimation of the optic nerve sheath diameter from ultrasound images
S Gerber, M Jallais, H Greer, M McCormick, S Montgomery, B Freeman, ...
Imaging for Patient-Customized Simulations and Systems for Point-of-Care …, 2017
92017
Patch-Cuts: A Graph-Based Image Segmentation Method Using Patch Features and Spatial Relations.
G Brunner, DR Chittajallu, U Kurkure, IA Kakadiaris
BMVC, 1-11, 2010
82010
A heart-centered coordinate system for the detection of coronary artery zones in non-contrast computed tomography data
G Brunner, DR Chittajallu, U Kurkure, IA Kakadiaris
Workshop Organizers Gozde Unal, PhD, Sabanci University Ioannis A …, 2008
72008
Scoliosis screening and monitoring using self contained ultrasound and neural networks
H Greer, S Gerber, M Niethammer, R Kwitt, M McCormick, D Chittajallu, ...
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
52018
Automatic quantification framework to detect cracks in teeth
H Shah, P Hernandez, F Budin, D Chittajallu, JB Vimort, R Walters, A Mol, ...
Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and …, 2018
52018
Real-time burn classification using ultrasound imaging
S Lee, H Ye, D Chittajallu, U Kruger, T Boyko, JK Lukan, A Enquobahrie, ...
Scientific reports 10 (1), 1-13, 2020
42020
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Articles 1–20