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Yoganand Balagurunathan
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2020 – today
- 2021
- [j9]Yoganand Balagurunathan
, Andrew Beers, Michael F. McNitt-Gray
, Lubomir M. Hadjiiski, Sandy Napel
, Dmitry B. Goldgof
, Gustavo Pérez
, Pablo Arbeláez
, Alireza Mehrtash
, Tina Kapur
, Ehwa Yang, Jung Won Moon, Gabriel Bernardino Perez
, Ricard Delgado-Gonzalo
, Mohammad Mehdi Farhangi, Amir A. Amini
, Renkun Ni, Xue Feng
, Aditya Bagari, Kiran Vaidhya, Benjamin Veasey
, Wiem Safta, Hichem Frigui, Joseph Enguehard, Ali Gholipour
, Laura Silvana Castillo, Laura Alexandra Daza, Paul F. Pinsky, Jayashree Kalpathy-Cramer, Keyvan Farahani:
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge. IEEE Trans. Medical Imaging 40(12): 3748-3761 (2021) - 2020
- [j8]Pritam Mukherjee
, Mu Zhou, Edward Lee, Anne Schicht, Yoganand Balagurunathan, Sandy Napel, Robert J. Gillies, Simon Wong, Alexander Thieme
, Ann N. Leung
, Olivier Gevaert
:
A shallow convolutional neural network predicts prognosis of lung cancer patients in multi-institutional computed tomography image datasets. Nat. Mach. Intell. 2(5): 274-282 (2020)
2010 – 2019
- 2018
- [c8]Rahul Paul
, Ying Liu, Qian Li, Lawrence O. Hall, Dmitry B. Goldgof, Yoganand Balagurunathan, Matthew B. Schabath, Robert J. Gillies:
Representation of Deep Features using Radiologist defined Semantic Features. IJCNN 2018: 1-7 - [c7]Wei Mu, Jin Qi, Hong Lu, Matthew B. Schabath, Yoganand Balagurunathan, Ilke Tunali, Robert James Gillies
:
Radiomic biomarkers from PET/CT multi-modality fusion images for the prediction of immunotherapy response in advanced non-small cell lung cancer patients. Medical Imaging: Computer-Aided Diagnosis 2018: 105753S - 2016
- [c6]Benjamin Geiger, Samuel H. Hawkins, Lawrence O. Hall, Dmitry B. Goldgof, Yoganand Balagurunathan, Robert A. Gatenby, Robert J. Gillies
:
Change descriptors for determining nodule malignancy in national lung screening trial CT screening images. Medical Imaging: Computer-Aided Diagnosis 2016: 978535 - [c5]Qian Li, Yoganand Balagurunathan, Ying Liu, Matthew B. Schabath
, Robert J. Gillies
:
Performance comparison of quantitative semantic features and lung-RADS in the National Lung Screening Trial. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2016: 97870H - [c4]Ying Liu, Yoganand Balagurunathan, Thomas Atwater, Sanja Antic, Qian Li, Ronald Walker, Gary T. Smith
, Pierre P. Massion, Matthew B. Schabath
, Robert J. Gillies
:
Quantitative imaging features to predict cancer status in lung nodules. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2016: 97870L - [c3]Dmitry Cherezov, Samuel H. Hawkins, Dmitry B. Goldgof, Lawrence O. Hall, Yoganand Balagurunathan, Robert J. Gillies, Matthew B. Schabath
:
Improving malignancy prediction through feature selection informed by nodule size ranges in NLST. SMC 2016: 1939-1944 - 2014
- [j7]Samuel H. Hawkins, John N. Korecki, Yoganand Balagurunathan, Yuhua Gu, Virendra Kumar
, Satrajit Basu, Lawrence O. Hall, Dmitry B. Goldgof, Robert A. Gatenby, Robert J. Gillies:
Predicting Outcomes of Nonsmall Cell Lung Cancer Using CT Image Features. IEEE Access 2: 1418-1426 (2014) - [j6]Yoganand Balagurunathan, Virendra Kumar
, Yuhua Gu, Jongphil Kim, Hua Wang, Ying Liu, Dmitry B. Goldgof, Lawrence O. Hall, René Korn, Binsheng Zhao, Lawrence H. Schwartz, Satrajit Basu, Steven Eschrich
, Robert A. Gatenby, Robert J. Gillies
:
Test-Retest Reproducibility Analysis of Lung CT Image Features. J. Digit. Imaging 27(6): 805-823 (2014)
2000 – 2009
- 2006
- [j5]Jianping Hua, Yoganand Balagurunathan, Yidong Chen, James Lowey, Michael L. Bittner, Zixiang Xiong, Edward Suh, Edward R. Dougherty:
Normalization Benefits Microarray-Based Classification. EURASIP J. Bioinform. Syst. Biol. 2006 (2006) - 2003
- [j4]Yoganand Balagurunathan, Edward R. Dougherty:
Granulometric parametric estimation for the random Boolean model using optimal linear filters and optimal structuring elements. Pattern Recognit. Lett. 24(1-3): 283-293 (2003) - 2002
- [j3]Yoganand Balagurunathan, Edward R. Dougherty:
Optimal linear granulometric estimation for random sets. Pattern Recognit. 35(6): 1315-1325 (2002) - [c2]Marcel Brun
, Yoganand Balagurunathan, Junior Barrera
, Edward R. Dougherty:
Clustering granulometric features. Image Processing: Algorithms and Systems 2002: 36-42 - [c1]Yoganand Balagurunathan, Ronaldo Fumio Hashimoto
, Seungchan Kim
, Junior Barrera
, Edward R. Dougherty:
Granulometric classifiers from small samples. Image Processing: Algorithms and Systems 2002: 100-107 - 2001
- [j2]Krishnamoorthy Sivakumar, Yoganand Balagurunathan, Edward R. Dougherty:
Asymptotic joint normality of the granulometric moments. Pattern Recognit. Lett. 22(14): 1537-1543 (2001) - 2000
- [j1]Krishnamoorthy Sivakumar, Manish J. Patel, Nasser Kehtarnavaz, Yoganand Balagurunathan, Edward R. Dougherty:
A Constant-time Algorithm for Erosions/Dilations with Applications to Morphological Texture Feature Computation. Real Time Imaging 6(3): 223-239 (2000)
Coauthor Index
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