Thomas Karnowski

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KW TobinOak Ridge Associated UniversitiesVerified email at orau.org
Luca GiancardoCenter for Precision Health, SBMI, University of Texas Health Science Center at HoustonVerified email at uth.tmc.edu
f-meriaudeauFull professor,Université de Bourgogne, ImViA (IFTIM) EA 7535 & EMR 6000 CNRS VIBOTVerified email at u-bourgogne.fr
Yaqin LiUniversity of Tennessee Health Science CenterVerified email at uthsc.edu
Shaun GleasonDirector, Computational Sciences and Engineering Division, ORNLVerified email at ornl.gov
Itamar ArelMcD Tech LabsVerified email at techlabs.mcd.com
Steven R. YoungOak Ridge National LaboratoryVerified email at ornl.gov
Michael D. AbramoffProfessor of Ophthalmology and Visual Sciences, Electrical and Computer Engineering and Biomedical EngineeringVerified email at uiowa.edu
Lorenzo FabrisOak Ridge National LaboratoryVerified email at ornl.gov
Désiré SidibéUniversité d'Evry Val d'Essonne, Université Paris SaclayVerified email at univ-evry.fr
Anil CheriyadatResearch Scientist Oak Ridge National LaboratoryVerified email at ornl.gov
Ryan KerekesOak Ridge National LaboratoryVerified email at ornl.gov
Thomas E. PotokComputational Data Analytics Group Leader, Oak Ridge National LaboratoryVerified email at ornl.gov
Seung-Hwan LimOak Ridge National LaboratoryVerified email at ornl.gov
Hamed Sari-SarrafTexas Tech UniversityVerified email at ttu.edu
Alfredo RuggeriAssociate Professor (retired), University of PaduaVerified email at unipd.it
David S BolmeOak Ridge National LaboratoryVerified email at ornl.gov
Eddie BrightDistinguished Research Scientist, Oak Ridge National LaboratoryVerified email at ornl.gov
Mohamed AbdelrahmanProf. of Inorganic Chemistry, Faculty of Science, Alexandria UniversityVerified email at alexu.edu.eg
Carol Y Cheung, PhDDepartment of Ophthalmology and Visual Sciences, Faculty of Medicine, The Chinese University of HongVerified email at cuhk.edu.hk

Thomas Karnowski

Oak Ridge National Laboratory

Verified email at ornl.gov


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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	1310	2010
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	300	2012
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	278	2007
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	269	2015
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	178	2004
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	152	2013
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	105	2014
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	87	2008
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	87	1999
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	83	2011
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	81	2011
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	78	2008
Method for localizing and isolating an errant process step KW Tobin Jr, TP Karnowski, RK Ferrell US Patent 6,535,776, 2003	74	2003
A fast and stable incremental clustering algorithm S Young, I Arel, TP Karnowski, D Rose 2010 Seventh International Conference on Information Technology: New …, 2010	71	2010
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	64	2010
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, 76230U, 2010	64	2010
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	61	2013
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	55	1997
Automated feature generation in large-scale geospatial libraries for content-based indexing KW Tobin, BL Bhaduri, EA Bright, A Cheriyadat, TP Karnowski, ... Photogrammetric Engineering & Remote Sensing 72 (5), 531-540, 2006	46	2006
Characterization of the optic disc in retinal imagery using a probabilistic approach KW Tobin Jr, E Chaum, VP Govindasamy, TP Karnowski, O Sezer Medical Imaging 2006: Image Processing 6144, 61443F, 2006	44	2006

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