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ORCIDDeepak 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, Deepak Chittajallu, Marc Niethammer, Nathan D. Cahill, Cristian A. Linte:
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, Habiba Elfandy, Hagar Hussein, Lamees A. Atteya, Mai A. T. Elsebaie, Lamia S. Abo Elnasr, Rokia Adel Sakr, Hazem S. E. Salem, Ahmed F. Ismail, Anas M. Saad, Joumana Ahmed, Maha A. T. Elsebaie, Mustafijur Rahman, Inas A. Ruhban, Nada M. Elgazar, Yahya Alagha, Mohamed H. Osman, Ahmed M. Alhusseiny, Mariam M. Khalaf, Abo-Alela F. Younes, Ali Abdulkarim, Duaa M. Younes, Ahmed M. Gadallah, Ahmad M. Elkashash, Salma Y. Fala, Basma M. Zaki, Jonathan D. Beezley, Deepak Roy Chittajallu, David Manthey, David A. Gutman, Lee A. D. Cooper:
Structured crowdsourcing enables convolutional segmentation of histology images. Bioinform. 35(18): 3461-3467 (2019) - [j2]Deepak Roy Chittajallu, Matthew McCormick, Samuel Gerber, Tomasz J. Czernuszewicz, Ryan C. Gessner, Monte S. Willis, Marc Niethammer, Roland Kwitt, Stephen R. Aylward:
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. Medical Imaging: Image-Guided Procedures 2019: 109512Q - 2018
- [c10]Deepak Roy Chittajallu, Neal Siekierski, Sanghoon Lee, Samuel Gerber, Jonathan D. Beezley, David Manthey, David A. Gutman, Lee A. D. Cooper:
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, Matt McCormick, Deepak Roy Chittajallu, Neal Siekierski, Matthew Oetgen, Kevin Cleary, Stephen R. Aylward:
Scoliosis screening and monitoring using self contained ultrasound and neural networks. ISBI 2018: 1500-1503 - [c8]Hina Shah, Pablo Hernandez, François Budin, Deepak Roy Chittajallu, Jean-Baptiste Vimort, Rick Walter, André Mol, Asma Khan, Beatriz Paniagua:
Automatic quantification framework to detect cracks in teeth. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105781K - 2017
- [c7]Samuel Gerber, Maeliss Jallais, Thomas Hastings Greer, Matt McCormick, Sean Montgomery, Bradley Freeman, Deborah Shipley Kane, Deepak Roy Chittajallu, Neal Siekierski, Stephen R. Aylward:
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, Deepak Roy Chittajallu, Neal Siekierski, Stephen R. Aylward:
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, Ioannis A. Kakadiaris:
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, Ioannis A. Kakadiaris:
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
Coauthor Index
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