Dr. Yoganand Balagurunathan Profile

Dr. Yoganand Balagurunathan

Assistant Member at H Lee Moffitt Cancer Ctr & Research Institute

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Publications (12)

Proceedings Article | 27 February 2018 Paper

Radiomic biomarkers from PET/CT multi-modality fusion images for the prediction of immunotherapy response in advanced non-small cell lung cancer patients

Wei Mu, Jin Qi, Hong Lu, Matthew Schabath, Yoganand Balagurunathan, Ilke Tunali, Robert James Gillies

Proceedings Volume 10575, 105753S (2018) https://doi.org/10.1117/12.2293376

KEYWORDS: Image fusion, Positron emission tomography, Computed tomography, Lung cancer, Image segmentation, Cancer, Tumors, Data modeling

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Proceedings Article | 24 March 2016 Paper

Change descriptors for determining nodule malignancy in national lung screening trial CT screening images

Benjamin Geiger, Samuel Hawkins, Lawrence Hall, Dmitry Goldgof, Yoganand Balagurunathan, Robert Gatenby, Robert Gillies

Proceedings Volume 9785, 978535 (2016) https://doi.org/10.1117/12.2217444

KEYWORDS: Computed tomography, Lung, Lung cancer, Computer aided diagnosis and therapy, Cancer, Feature extraction, Biopsy, Feature selection, Analytical research, Machine learning, Current controlled current source, Image segmentation

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Proceedings Article | 24 March 2016 Paper

Performance comparison of quantitative semantic features and lung-RADS in the National Lung Screening Trial

Qian Li, Yoganand Balagurunathan, Ying Liu, Matthew Schabath, Robert Gillies

Proceedings Volume 9787, 97870H (2016) https://doi.org/10.1117/12.2216948

KEYWORDS: Cancer, Lung cancer, Lung, Classification systems, Radiology, Diagnostics, Performance modeling, Computed tomography, Emphysema, Chronic obstructive pulmonary disease, Solids, Ovarian cancer

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Proceedings Article | 24 March 2016 Paper

Quantitative imaging features to predict cancer status in lung nodules

Ying Liu, Yoganand Balagurunathan, Thomas Atwater, Sanja Antic, Qian Li, Ronald Walker, Gary Smith, Pierre Massion, Matthew Schabath, Robert Gillies

Proceedings Volume 9787, 97870L (2016) https://doi.org/10.1117/12.2216809

KEYWORDS: Lung, Cancer, Lung cancer, Tumor growth modeling, Computed tomography, Visualization, Classification systems, Machine learning, Error analysis, Diagnostics, Imaging systems, Radiology, 3D modeling

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SPIE Journal Paper | 1 July 2004 Open Access

Noise factor analysis for cDNA microarrays

Yoganand Balagurunathan, Naisyin Wang, Edward Dougherty, Danh Nguyen, Yidong Chen, Michael Bittner, Jeffrey Trent, Raymond Carroll

JBO, Vol. 9, Issue 04, (July 2004) https://doi.org/10.1117/12.10.1117/1.1755232

KEYWORDS: Interference (communication), Signal to noise ratio, Signal detection, Factor analysis, Statistical analysis, Error analysis, Seaborgium, Computer simulations, Image segmentation, Detection and tracking algorithms

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SPIE Journal Paper | 1 June 2003

Morphological quantification of surface roughness

Yoganand Balagurunathan, Edward Dougherty

OE, Vol. 42, Issue 06, (June 2003) https://doi.org/10.1117/12.10.1117/1.1570825

KEYWORDS: Statistical analysis, Surface roughness, Error analysis, Statistical modeling, Optical engineering, Image processing, Soil science, Analytical research, Ultrasonography, Backscatter

SPIE Journal Paper | 1 July 2002 Open Access

Simulation of cDNA microarrays via a parameterized random signal model

Yoganand Balagurunathan, Edward Dougherty, Yidong Chen, Michael Bittner, Jeffrey Trent

JBO, Vol. 7, Issue 03, (July 2002) https://doi.org/10.1117/12.10.1117/1.1486246

KEYWORDS: Interference (communication), Signal to noise ratio, Image processing, Signal processing, Target detection, Statistical analysis, Detection and tracking algorithms, Image analysis, Binary data, Computer simulations

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Proceedings Article | 22 May 2002 Paper

Granulometric classifiers from small samples

Yoganand Balagurunathan, Ronaldo Hashimoto, Seungchan Kim, Junior Barrera, Edward Dougherty

Proceedings Volume 4667, (2002) https://doi.org/10.1117/12.467971

KEYWORDS: Error analysis, Statistical modeling, Statistical analysis, Feature extraction, Image processing, Reliability, Feature selection, Shape analysis, Pattern recognition, Image classification

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Proceedings Article | 22 May 2002 Paper

Clustering granulometric features

Marcel Brun, Yoganand Balagurunathan, Junior Barrera, Edward Dougherty

Proceedings Volume 4667, (2002) https://doi.org/10.1117/12.468006

KEYWORDS: Statistical modeling, Image processing, Fuzzy logic, Statistical analysis, Feature selection, Process modeling, Affine motion model, Feature extraction, Stochastic processes, Image classification

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Proceedings Article | 4 June 2001 Paper

Random signal model for cDNA microarrays

Yoganand Balagurunathan, Edward Dougherty, Yidong Chen, Michael Bittner, Jeffrey Trent

Proceedings Volume 4266, (2001) https://doi.org/10.1117/12.427985

KEYWORDS: Image processing, Computer simulations, Process modeling, Statistical analysis, Interference (communication), Particles, Image acquisition, Electrical engineering, Printing, Performance modeling

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Proceedings Article | 4 October 2000 Paper

Estimation of random model parameters via linear systems with granulometric inputs

Yoganand Balagurunathan, Edward Dougherty

Proceedings Volume 4121, (2000) https://doi.org/10.1117/12.402446

KEYWORDS: Statistical modeling, Statistical analysis, Systems modeling, Image classification, Linear filtering, Error analysis, Imaging systems, Process modeling, Mathematical modeling, Curium

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Proceedings Article | 6 October 1998 Paper

Morphological measurement of surface roughness

Yoganand Balagurunathan, Edward Dougherty

Proceedings Volume 3521, (1998) https://doi.org/10.1117/12.326949

KEYWORDS: Statistical modeling, Surface roughness, Image processing, Radium, Statistical analysis, Binary data, Berkelium, Medical imaging, Image classification, Fiber optic gyroscopes

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Showing 5 of 12 publications

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