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Deepak Roy Chittajallu
Deepak Roy Chittajallu
Senior Applied Data Scientist, Bing Multimedia Team, AI Research Group, Microsoft
Verified email at kitware.com - Homepage
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Year
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
1872019
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
1472017
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
892015
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, 817-828, 2010
712010
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, 829-838, 2010
652010
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
402019
Real-time burn classification using ultrasound imaging
S Lee, Rahul, H Ye, D Chittajallu, U Kruger, T Boyko, JK Lukan, ...
Scientific reports 10 (1), 5829, 2020
352020
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
282010
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
252013
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
242018
Computational tools for quantitative breast morphometry based on 3D scans
D Chen, DR Chittajallu, G Passalis, IA Kakadiaris
Annals of biomedical engineering 38, 1703-1718, 2010
232010
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
Toward unsupervised classification of calcified arterial lesions
G Brunner, U Kurkure, DR Chittajallu, RP Yalamanchili, IA Kakadiaris
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2008: 11th …, 2008
202008
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
172017
Detection of coronary calcifications using supervised hierarchical classification
U Kurkure, D Chittajallu, G Brunner, R Yalamanchili, I Kakadiaris
MICCAI workshop on CVII, 2008
142008
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
122010
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
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
92010
A heart-centered coordinate system for the detection of coronary artery zones in non-contrast computed tomography data
G Brunner, D Chittajallu, U Kurkure, I Kakadiaris
Proceedings of 2nd MICCAI workshop on computer vision for intravascular and …, 2008
72008
Image-based methods for phase estimation, gating, and temporal superresolution of cardiac ultrasound
DR Chittajallu, M McCormick, S Gerber, TJ Czernuszewicz, R Gessner, ...
IEEE Transactions on Biomedical Engineering 66 (1), 72-79, 2018
62018
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