Yoganand Balagurunathan - researchr alias

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Viewing Publication 1 - 17 from 17

2021

2020

A shallow convolutional neural network predicts prognosis of lung cancer patients in multi-institutional computed tomography image datasetsPritam Mukherjee, Mu Zhou, Edward Lee, Anne Schicht, Yoganand Balagurunathan, Sandy Napel, Robert J. Gillies, Simon Wong, Alexander Thieme, Ann Leung, Olivier Gevaert. natmi, 2(5):274-282, 2020. [doi]

2018

2016

Improving malignancy prediction through feature selection informed by nodule size ranges in NLSTDmitry Cherezov, Samuel H. Hawkins, Dmitry B. Goldgof, Lawrence O. Hall, Yoganand Balagurunathan, Robert J. Gillies, Matthew B. Schabath. SMC 2016: 1939-1944 [doi]

Change descriptors for determining nodule malignancy in national lung screening trial CT screening imagesBenjamin Geiger, Samuel H. Hawkins, Lawrence O. Hall, Dmitry B. Goldgof, Yoganand Balagurunathan, Robert A. Gatenby, Robert J. Gillies. micad 2016: 978535 [doi]

Performance comparison of quantitative semantic features and lung-RADS in the National Lung Screening TrialQian Li, Yoganand Balagurunathan, Ying Liu, Matthew B. Schabath, Robert J. Gillies. miipop 2016: [doi]

Quantitative imaging features to predict cancer status in lung nodulesYing Liu, Yoganand Balagurunathan, Thomas Atwater, Sanja Antic, Qian Li, Ronald Walker, Gary T. Smith, Pierre P. Massion, Matthew B. Schabath, Robert J. Gillies. miipop 2016: [doi]

2014

2006

Normalization Benefits Microarray-Based ClassificationJianping Hua, Yoganand Balagurunathan, Yidong Chen, James Lowey, Michael L. Bittner, Zixiang Xiong, Edward Suh, Edward R. Dougherty. ejbsb, 2006, 2006. [doi]

2003

Granulometric parametric estimation for the random Boolean model using optimal linear filters and optimal structuring elementsYoganand Balagurunathan, Edward R. Dougherty. prl, 24(1-3):283-293, 2003. [doi]

2002

2001

Asymptotic joint normality of the granulometric momentsKrishnamoorthy Sivakumar, Yoganand Balagurunathan, Edward R. Dougherty. prl, 22(14):1537-1543, 2001. [doi]

2000

A Constant-time Algorithm for Erosions/Dilations with Applications to Morphological Texture Feature ComputationKrishnamoorthy Sivakumar, M. J. Patel, Nasser D. Kehtarnavaz, Yoganand Balagurunathan, Edward R. Dougherty. rti, 6(3):223-239, 2000. [doi]

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