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Deepak R. Chittajallu

Observed names: Chittajallu, Deepak R., D. R. Chittajallu, D.R. Chittajallu, Deepak Chittajallu, Deepak R Chittajallu, Deepak Roy Chittajallu
Observed institutions: Microsoft (United States), Harvard University, Duke University, Washington University in St. Louis, University of Houston, Kitware (United States)
ORCID: 0000-0001-7572-5784
Observed ORCID: 0000-0001-7572-5784
OpenAlex ID: A5032743708
Structured crowdsourcing enables convolutional segmentation of histology images
2019 · Mohamed Amgad, Habiba Elfandy, et al. · Bioinformatics · 315
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The Digital Slide Archive: A Software Platform for Management, Integration, and Analysis of Histology for Cancer Research
2017 · David A. Gutman, Mohammed Khalilia, et al. · Cancer Research · 179
In vivo cell-cycle profiling in xenograft tumors by quantitative intravital microscopy
2015 · Deepak R Chittajallu, Stefan Florian, et al. · Nature Methods · 77
A supervised classification-based method for coronary calcium detection in non-contrast CT
2010 · Uday Kurkure, Deepak R. Chittajallu, et al. · International journal of cardiac imaging · 62
Toward the automatic detection of coronary artery calcification in non-contrast computed tomography data
2010 · Gerd Brunner, Deepak R. Chittajallu, et al. · International journal of cardiac imaging · 61
XAI-CBIR: Explainable AI System for Content based Retrieval of Video Frames from Minimally Invasive Surgery Videos
2019 · Deepak Roy Chittajallu, Bo Dong, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 42
Automatic quantification framework to detect cracks in teeth
2018 · Beatriz Paniagua, Hina Shah, et al. · SPIE Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging · 30
Real-time Burn Classification using Ultrasound Imaging
2020 · Sangrock Lee, Rahul, et al. · Scientific Reports · 29
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Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images
2017 · Samuel Gerber, Maeliss Jallais, et al. · Lecture notes in computer science · 21
An Explicit Shape-Constrained MRF-Based Contour Evolution Method for 2-D Medical Image Segmentation
2013 · Deepak R. Chittajallu, Nikos Paragios, et al. · IEEE Journal of Biomedical and Health Informatics · 20
Toward Unsupervised Classification of Calcified Arterial Lesions
2008 · Gerd Brunner, Uday Kurkure, et al. · Lecture notes in computer science · 17
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A shape-driven MRF model for the segmentation of organs in medical images
2010 · D. R. Chittajallu, S. K. Shah, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 16
Fuzzy-Cuts: A knowledge-driven graph-based method for medical image segmentation
2009 · D.R. Chittajallu, G. Brunner, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 15
Automatic segmentation of the diaphragm in non-contrast CT images
2010 · Raja Yalamanchili, Deepak Chittajallu, et al. · IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI) · 14
Computational Tools for Quantitative Breast Morphometry Based on 3D Scans
2010 · D. Chen, D. R. Chittajallu, et al. · Annals of Biomedical Engineering · 12
Image-Based Methods for Phase Estimation, Gating, and Temporal Superresolution of Cardiac Ultrasound
2018 · Deepak Roy Chittajallu, Matthew McCormick, et al. · IEEE Transactions on Biomedical Engineering · 11
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HistomicsML2.0: Fast interactive machine learning for whole slide imaging data
2020 · Lee, Sanghoon, Amgad, Mohamed, et al. · arXiv (Cornell University) · 10
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Automatic delineation of the inner thoracic region in non-contrast CT data
2009 · D.R. Chittajallu, P. Balanca, et al. · 9
Patch-Cuts: A Graph-Based Image Segmentation Method Using Patch Features and Spatial Relations
2010 · Gerd Brunner, Deepak Chittajallu, et al. · British Machine Vision Conference (BMVC) · 8
Content-based retrieval of video segments from minimally invasive surgery videos using deep convolutional video descriptors and iterative query refinement
2019 · Deepak Chittajallu, Arslan Basharat, et al. · SPIE Medical Imaging: Image-Guided Procedures, Robotic Interventions, and Modeling · 7
Vectorized persistent homology representations for characterizing glandular architecture in histology images
2018 · Deepak Roy Chittajallu, Neal Siekierski, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 7
Scoliosis screening and monitoring using self contained ultrasound and neural networks
2018 · Hastings Greer, Sam Gerber, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 7
A feature-based affine registration method for capturing background lung tissue deformation for ground glass nodule tracking
2021 · Yehuda K. Ben-Zikri, María Helguera, et al. · Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization · 3
Ultrasound Augmentation: Rapid 3-D Scanning for Tracking and On-Body Display
2017 · Maeliss Jallais, Hastings Greer, et al. · Lecture notes in computer science · 2
Fuzzy-Cuts: A knowledge-driven graph-based method for medical image segmentation
2009 · D.R. Chittajallu, G. Brunner, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2
Works count: 34
Citation count: 977
H-index: 14
I10-index: 17
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