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Deepak Roy Chittajallu
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2020 – today
- 2023
- [j5]Nikita Astrakhantsev, Deepak Roy Chittajallu, Nabeel Kaushal, Vladislav Mokeev:
Stable and semi-stable sampling approaches for continuously used samples. Knowl. Inf. Syst. 65(8): 3251-3271 (2023) - 2022
- [j4]Yehuda K. Ben-Zikri, María Helguera, David Fetzer
, David A. Shrier, Stephen R. Aylward
A feature-based affine registration method for capturing background lung tissue deformation for ground glass nodule tracking. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(5): 521-539 (2022) - [i2]Nikita Astrakhantsev, Deepak Chittajallu, Nabeel Kaushal, Vladislav Mokeev:
Stable and Semi-stable Sampling Approaches for Continuously Used Samples. CoRR abs/2203.01381 (2022) - 2020
- [i1]Sanghoon Lee, Mohamed Amgad, Deepak Roy Chittajallu, Matt McCormick, Brian P. Pollack, Habiba Elfandy, Hagar Hussein, David A. Gutman, Lee A. D. Cooper:
HistomicsML2.0: Fast interactive machine learning for whole slide imaging data. CoRR abs/2001.11547 (2020)
2010 – 2019
- 2019
- [j3]Mohamed Amgad
Structured crowdsourcing enables convolutional segmentation of histology images. Bioinform. 35(18): 3461-3467 (2019) - [j2]Deepak Roy Chittajallu
Image-Based Methods for Phase Estimation, Gating, and Temporal Superresolution of Cardiac Ultrasound. IEEE Trans. Biomed. Eng. 66(1): 72-79 (2019) - [c12]Deepak Roy Chittajallu, Bo Dong, Paul Tunison, Roddy Collins, Katerina O. Wells, James W. Fleshman, Ganesh Sankaranarayanan, Steven D. Schwaitzberg, Lora Cavuoto, Andinet Enquobahrie:
XAI-CBIR: Explainable AI System for Content based Retrieval of Video Frames from Minimally Invasive Surgery Videos. ISBI 2019: 66-69 - [c11]Deepak Roy Chittajallu, Arslan Basharat, Paul Tunison, Samantha Horvath, Katerina O. Wells, Steven G. Leeds, James W. Fleshman, Ganesh Sankaranarayanan, Andinet Enquobahrie:
Content-based retrieval of video segments from minimally invasive surgery videos using deep convolutional video descriptors and iterative query refinement. Image-Guided Procedures 2019: 109512Q - 2018
- [c10]Deepak Roy Chittajallu, Neal Siekierski, Sanghoon Lee
Vectorized persistent homology representations for characterizing glandular architecture in histology images. ISBI 2018: 232-235 - [c9]Thomas Hastings Greer, Samuel Gerber, Marc Niethammer, Roland Kwitt
Scoliosis screening and monitoring using self contained ultrasound and neural networks. ISBI 2018: 1500-1503 - [c8]Hina Shah, Pablo Hernandez
Automatic quantification framework to detect cracks in teeth. Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105781K - 2017
- [c7]Samuel Gerber, Maeliss Jallais, Thomas Hastings Greer, Matt McCormick
Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images. BIVPCS/POCUS@MICCAI 2017: 113-120 - [c6]Maeliss Jallais, Thomas Hastings Greer, Samuel Gerber, Matt McCormick
Ultrasound Augmentation: Rapid 3-D Scanning for Tracking and On-Body Display. BIVPCS/POCUS@MICCAI 2017: 138-145 - 2014
- [j1]Deepak Roy Chittajallu, Nikos Paragios, Ioannis A. Kakadiaris
An Explicit Shape-Constrained MRF-Based Contour Evolution Method for 2-D Medical Image Segmentation. IEEE J. Biomed. Health Informatics 18(1): 120-129 (2014) - 2010
- [c5]Gerd Brunner, Deepak Roy Chittajallu, Uday Kurkure, Ioannis A. Kakadiaris
Patch-Cuts: A Graph-Based Image Segmentation Method Using Patch Features and Spatial Relations. BMVC 2010: 1-11 - [c4]Deepak Roy Chittajallu, Shishir K. Shah
A shape-driven MRF model for the segmentation of organs in medical images. CVPR 2010: 3233-3240 - [c3]Raja P. Yalamanchili, Deepak Roy Chittajallu, Paul Balanca, Balaji Tamarappoo, Daniel S. Berman, Damini Dey
Automatic segmentation of the diaphragm in non-contrast CT images. ISBI 2010: 900-903
2000 – 2009
- 2009
- [c2]Deepak Roy Chittajallu, Gerd Brunner, Uday Kurkure, Raja P. Yalamanchili, Ioannis A. Kakadiaris
Fuzzy-Cuts: A knowledge-driven graph-based method for medical image segmentation. CVPR 2009: 715-722 - 2008
- [c1]Gerd Brunner, Uday Kurkure, Deepak Roy Chittajallu, Raja P. Yalamanchili, Ioannis A. Kakadiaris
Toward Unsupervised Classification of Calcified Arterial Lesions. MICCAI (1) 2008: 144-152
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