Deepak Roy Chittajallu

According to our database, Deepak Roy Chittajallu authored at least 18 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Stable and semi-stable sampling approaches for continuously used samples.

Nikita Astrakhantsev, Deepak Roy Chittajallu, Nabeel Kaushal, Vladislav Mokeev

Knowl. Inf. Syst., 2023

2022

A feature-based affine registration method for capturing background lung tissue deformation for ground glass nodule tracking.

Yehuda K. Ben-Zikri, María Helguera, David Fetzer, David A. Shrier, Stephen R. Aylward, Deepak Chittajallu, Marc Niethammer, Nathan D. Cahill, Cristian A. Linte

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022

2020

HistomicsML2.0: Fast interactive machine learning for whole slide imaging data.

Sanghoon Lee, Mohamed Amgad, Deepak Roy Chittajallu, Matt McCormick, Brian P. Pollack, Habiba Elfandy, Hagar Hussein, David A. Gutman, Lee A. D. Cooper

CoRR, 2020

2019

Image-Based Methods for Phase Estimation, Gating, and Temporal Superresolution of Cardiac Ultrasound.

Deepak Roy Chittajallu, Matthew McCormick, Samuel Gerber, Tomasz J. Czernuszewicz, Ryan C. Gessner, Monte S. Willis, Marc Niethammer, Roland Kwitt, Stephen R. Aylward

IEEE Trans. Biomed. Eng., 2019

Structured crowdsourcing enables convolutional segmentation of histology images.

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

Bioinform., 2019

Content-based retrieval of video segments from minimally invasive surgery videos using deep convolutional video descriptors and iterative query refinement.

Deepak Roy Chittajallu, Arslan Basharat, Paul Tunison, Samantha Horvath, Katerina O. Wells, Steven G. Leeds, James W. Fleshman, Ganesh Sankaranarayanan, Andinet Enquobahrie

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

XAI-CBIR: Explainable AI System for Content based Retrieval of Video Frames from Minimally Invasive Surgery Videos.

Deepak Roy Chittajallu, Bo Dong, Paul Tunison, Roddy Collins, Katerina O. Wells, James W. Fleshman, Ganesh Sankaranarayanan, Steven D. Schwaitzberg, Lora Cavuoto, Andinet Enquobahrie

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Automatic quantification framework to detect cracks in teeth.

Hina Shah, Pablo Hernandez, François Budin, Deepak Roy Chittajallu, Jean-Baptiste Vimort, Rick Walter, André Mol, Asma Khan, Beatriz Paniagua

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Scoliosis screening and monitoring using self contained ultrasound and neural networks.

Thomas Hastings Greer, Samuel Gerber, Marc Niethammer, Roland Kwitt, Matt McCormick, Deepak Roy Chittajallu, Neal Siekierski, Matthew Oetgen, Kevin Cleary, Stephen R. Aylward

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Vectorized persistent homology representations for characterizing glandular architecture in histology images.

Deepak Roy Chittajallu, Neal Siekierski, Sanghoon Lee, Samuel Gerber, Jonathan D. Beezley, David Manthey, David A. Gutman, Lee Cooper

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Ultrasound Augmentation: Rapid 3-D Scanning for Tracking and On-Body Display.

Maeliss Jallais, Thomas Hastings Greer, Samuel Gerber, Matt McCormick, Deepak Roy Chittajallu, Neal Siekierski, Stephen R. Aylward

Proceedings of the Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound, 2017

Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images.

Samuel Gerber, Maeliss Jallais, Thomas Hastings Greer, Matt McCormick, Sean Montgomery, Bradley Freeman, Deborah Shipley Kane, Deepak Roy Chittajallu, Neal Siekierski, Stephen R. Aylward

Proceedings of the Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound, 2017

2014

An Explicit Shape-Constrained MRF-Based Contour Evolution Method for 2-D Medical Image Segmentation.

Deepak Roy Chittajallu, Nikos Paragios, Ioannis A. Kakadiaris

IEEE J. Biomed. Health Informatics, 2014

2010

Automatic segmentation of the diaphragm in non-contrast CT images.

Raja P. Yalamanchili, Deepak Roy Chittajallu, Paul Balanca, Balaji Tamarappoo, Daniel S. Berman, Damini Dey, Ioannis A. Kakadiaris

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

A shape-driven MRF model for the segmentation of organs in medical images.

Deepak Roy Chittajallu, Shishir K. Shah, Ioannis A. Kakadiaris

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Patch-Cuts: A Graph-Based Image Segmentation Method Using Patch Features and Spatial Relations.

Gerd Brunner, Deepak Roy Chittajallu, Uday Kurkure, Ioannis A. Kakadiaris

Proceedings of the British Machine Vision Conference, 2010

2009

Fuzzy-Cuts: A knowledge-driven graph-based method for medical image segmentation.

Deepak Roy Chittajallu, Gerd Brunner, Uday Kurkure, Raja P. Yalamanchili, Ioannis A. Kakadiaris

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Toward Unsupervised Classification of Calcified Arterial Lesions.

Gerd Brunner, Uday Kurkure, Deepak Roy Chittajallu, Raja P. Yalamanchili, Ioannis A. Kakadiaris

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008