Deepak Roy Chittajallu

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 11

Top Topics

Query Refinement

Content Based Retrieval

Ultrasound Images

Top Venues

BIVPCS/POCUS@MICCAI

Publications

Nikita Astrakhantsev, Deepak Roy Chittajallu, Nabeel Kaushal, Vladislav Mokeev
Stable and semi-stable sampling approaches for continuously used samples. Knowl. Inf. Syst. 65 (8) (2023)
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 (2020)
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) (2019)
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)
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)
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) (2019)
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)
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)
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)
Maeliss Jallais, 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)
Samuel Gerber, Maeliss Jallais, 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)
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) (2014)
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)
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)
Deepak Roy Chittajallu, Shishir K. Shah, Ioannis A. Kakadiaris
A shape-driven MRF model for the segmentation of organs in medical images. CVPR (2010)
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)
Gerd Brunner, Uday Kurkure, Deepak Roy Chittajallu, Raja P. Yalamanchili, Ioannis A. Kakadiaris
Toward Unsupervised Classification of Calcified Arterial Lesions. MICCAI (1) (2008)