Deepak Roy Chittajallu

17 papers A* 2A 1Journal 5Unranked 9

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Stable and semi-stable sampling approaches for continuously used samples. Knowl. Inf. Syst. Nikita Astrakhantsev, Deepak Roy Chittajallu, Nabeel Kaushal, Vladislav Mokeev
2020	J	`jnl`	HistomicsML2.0: Fast interactive machine learning for whole slide imaging data. CoRR Sanghoon Lee, Mohamed Amgad, Deepak Roy Chittajallu, Matt McCormick, Brian P. Pollack, Habiba Elfandy, Hagar Hussein, David A. Gutman, Lee A. D. Cooper
2019	—	`conf`	Content-based retrieval of video segments from minimally invasive surgery videos using deep convolutional video descriptors and iterative query refinement. Image-Guided Procedures Deepak Roy Chittajallu, Arslan Basharat, Paul Tunison, Samantha Horvath, Katerina O. Wells, Steven G. Leeds, James W. Fleshman, Ganesh Sankaranarayanan, Andinet Enquobahrie
2019	J	`jnl`	Image-Based Methods for Phase Estimation, Gating, and Temporal Superresolution of Cardiac Ultrasound. IEEE Trans. Biomed. Eng. Deepak Roy Chittajallu, Matthew McCormick, Samuel Gerber, Tomasz J. Czernuszewicz, Ryan C. Gessner, Monte S. Willis, Marc Niethammer, Roland Kwitt, Stephen R. Aylward
2019	J	`jnl`	Structured crowdsourcing enables convolutional segmentation of histology images. Bioinform. 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
2019	—	`conf`	XAI-CBIR: Explainable AI System for Content based Retrieval of Video Frames from Minimally Invasive Surgery Videos. ISBI Deepak Roy Chittajallu, Bo Dong, Paul Tunison, Roddy Collins, Katerina O. Wells, James W. Fleshman, Ganesh Sankaranarayanan, Steven D. Schwaitzberg, Lora Cavuoto, Andinet Enquobahrie
2018	—	`conf`	Automatic quantification framework to detect cracks in teeth. Biomedical Applications in Molecular, Structural, and Functional Imaging Hina Shah, Pablo Hernandez, François Budin, Deepak Roy Chittajallu, Jean-Baptiste Vimort, Rick Walter, André Mol, Asma Khan, Beatriz Paniagua
2018	—	`conf`	Scoliosis screening and monitoring using self contained ultrasound and neural networks. ISBI Thomas Hastings Greer, Samuel Gerber, Marc Niethammer, Roland Kwitt, Matt McCormick, Deepak Roy Chittajallu, Neal Siekierski, Matthew Oetgen, Kevin Cleary, Stephen R. Aylward
2018	—	`conf`	Vectorized persistent homology representations for characterizing glandular architecture in histology images. ISBI Deepak Roy Chittajallu, Neal Siekierski, Sanghoon Lee, Samuel Gerber, Jonathan D. Beezley, David Manthey, David A. Gutman, Lee Cooper
2017	—	`conf`	Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images. BIVPCS/POCUS@MICCAI Samuel Gerber, Maeliss Jallais, Thomas Hastings Greer, Matt McCormick, Sean Montgomery, Bradley Freeman, Deborah Shipley Kane, Deepak Roy Chittajallu, Neal Siekierski, Stephen R. Aylward
2017	—	`conf`	Ultrasound Augmentation: Rapid 3-D Scanning for Tracking and On-Body Display. BIVPCS/POCUS@MICCAI Maeliss Jallais, Thomas Hastings Greer, Samuel Gerber, Matt McCormick, Deepak Roy Chittajallu, Neal Siekierski, Stephen R. Aylward
2014	J	`jnl`	An Explicit Shape-Constrained MRF-Based Contour Evolution Method for 2-D Medical Image Segmentation. IEEE J. Biomed. Health Informatics Deepak Roy Chittajallu, Nikos Paragios, Ioannis A. Kakadiaris
2010	A*	`conf`	A shape-driven MRF model for the segmentation of organs in medical images. CVPR Deepak Roy Chittajallu, Shishir K. Shah, Ioannis A. Kakadiaris
2010	—	`conf`	Automatic segmentation of the diaphragm in non-contrast CT images. ISBI Raja P. Yalamanchili, Deepak Roy Chittajallu, Paul Balanca, Balaji Tamarappoo, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris
2010	A	`conf`	Patch-Cuts: A Graph-Based Image Segmentation Method Using Patch Features and Spatial Relations. BMVC Gerd Brunner, Deepak Roy Chittajallu, Uday Kurkure, Ioannis A. Kakadiaris
2009	A*	`conf`	Fuzzy-Cuts: A knowledge-driven graph-based method for medical image segmentation. CVPR Deepak Roy Chittajallu, Gerd Brunner, Uday Kurkure, Raja P. Yalamanchili, Ioannis A. Kakadiaris
2008	—	`conf`	Toward Unsupervised Classification of Calcified Arterial Lesions. MICCAI (1) Gerd Brunner, Uday Kurkure, Deepak Roy Chittajallu, Raja P. Yalamanchili, Ioannis A. Kakadiaris