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Thomas Karnowski
Thomas Karnowski
Verified email at ornl.gov
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Cited by
Cited by
Year
Deep machine learning-a new frontier in artificial intelligence research [research frontier]
I Arel, DC Rose, TP Karnowski
IEEE computational intelligence magazine 5 (4), 13-18, 2010
17962010
Optimizing deep learning hyper-parameters through an evolutionary algorithm
SR Young, DC Rose, TP Karnowski, SH Lim, RM Patton
Proceedings of the workshop on machine learning in high-performance …, 2015
5192015
Exudate-based diabetic macular edema detection in fundus images using publicly available datasets
L Giancardo, F Meriaudeau, TP Karnowski, Y Li, S Garg, KW Tobin Jr, ...
Medical image analysis 16 (1), 216-226, 2012
3952012
Detection of anatomic structures in human retinal imagery
KW Tobin, E Chaum, VP Govindasamy, TP Karnowski
IEEE transactions on medical imaging 26 (12), 1729-1739, 2007
3112007
Validating retinal fundus image analysis algorithms: issues and a proposal
E Trucco, A Ruggeri, T Karnowski, L Giancardo, E Chaum, ...
Investigative ophthalmology & visual science 54 (5), 3546-3559, 2013
2022013
Method for indexing and retrieving manufacturing-specific digital imagery based on image content
RK Ferrell, TP Karnowski, KW Tobin Jr
US Patent 6,751,343, 2004
1902004
Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning
KM Adal, D Sidibé, S Ali, E Chaum, TP Karnowski, F Mériaudeau
Computer methods and programs in biomedicine 114 (1), 1-10, 2014
1532014
Automatic retina exudates segmentation without a manually labelled training set
L Giancardo, F Meriaudeau, TP Karnowski, Y Li, KW Tobin, E Chaum
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2011
992011
Automated diagnosis of retinopathy by content-based image retrieval
E Chaum, TP Karnowski, VP Govindasamy, M Abdelrahman, KW Tobin
Retina 28 (10), 1463-1477, 2008
972008
Automated defect spatial signature analysis for semiconductor manufacturing process
KW Tobin Jr, SS Gleason, TP Karnowski, H Sari-Sarraf
US Patent 5,982,920, 1999
941999
Microaneurysm detection with radon transform-based classification on retina images
L Giancardo, F Meriaudeau, TP Karnowski, Y Li, KW Tobin, E Chaum
2011 Annual international conference of the ieee engineering in medicine and …, 2011
922011
Elliptical local vessel density: a fast and robust quality metric for retinal images
L Giancardo, MD Abràmoff, E Chaum, TP Karnowski, F Meriaudeau, ...
2008 30th Annual International Conference of the IEEE Engineering in …, 2008
922008
A fast and stable incremental clustering algorithm
S Young, I Arel, TP Karnowski, D Rose
2010 Seventh International Conference on Information Technology: New …, 2010
802010
Method for localizing and isolating an errant process step
KW Tobin Jr, TP Karnowski, RK Ferrell
US Patent 6,535,776, 2003
782003
Textureless macula swelling detection with multiple retinal fundus images
L Giancardo, F Meriaudeau, TP Karnowski, KW Tobin, E Grisan, P Favaro, ...
IEEE transactions on biomedical engineering 58 (3), 795-799, 2010
742010
Microaneurysms detection with the radon cliff operator in retinal fundus images
L Giancardo, F Mériaudeau, TP Karnowski, KW Tobin, Y Li, E Chaum
Medical Imaging 2010: Image Processing 7623, 292-299, 2010
732010
Statistical atlas based exudate segmentation
S Ali, D Sidibé, KM Adal, L Giancardo, E Chaum, TP Karnowski, ...
Computerized Medical Imaging and Graphics 37 (5-6), 358-368, 2013
722013
Automatic classification of spatial signatures on semiconductor wafer maps
KW Tobin Jr, SS Gleason, TP Karnowski, SL Cohen, F Lakhani
Metrology, Inspection, and Process Control for Microlithography XI 3050, 434-444, 1997
561997
Evolving deep networks using hpc
SR Young, DC Rose, T Johnston, WT Heller, TP Karnowski, TE Potok, ...
Proceedings of the Machine Learning on HPC Environments, 1-7, 2017
542017
The relationship between driving volatility in time to collision and crash-injury severity in a naturalistic driving environment
B Wali, AJ Khattak, T Karnowski
Analytic methods in accident research 28, 100136, 2020
512020
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Articles 1–20