Thomas Karnowski

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KW TobinOak Ridge Associated UniversitiesEmail verificata su orau.org
Edward ChaumMargy Ann and J Donald M Gass Chair and Professor of Ophthalmology and Visual SciencesEmail verificata su vumc.org
Luca GiancardoMcWilliams School of Biomedical Informatics, University of Texas Health Science Center at HoustonEmail verificata su uth.tmc.edu
Fabrice MeriaudeauFull professor, ICMUB UMR CNRS 6302 , Medical Imaging group,Université de BourgogneEmail verificata su u-bourgogne.fr
Yaqin LiUniversity of Tennessee Health Science CenterEmail verificata su uthsc.edu
Itamar ArelEmail verificata su tenyx.com
Shaun GleasonDirector, Computational Sciences and Engineering Division, ORNLEmail verificata su ornl.gov
Steven R. YoungOak Ridge National LaboratoryEmail verificata su ornl.gov
Lorenzo FabrisOak Ridge National LaboratoryEmail verificata su ornl.gov
Michael D. AbramoffProfessor of Ophthalmology and Visual Sciences, Electrical and Computer Engineering and Biomedical EngineeringEmail verificata su uiowa.edu
Seung-Hwan LimOak Ridge National LaboratoryEmail verificata su ornl.gov
Ryan KerekesOak Ridge National LaboratoryEmail verificata su ornl.gov
Désiré SidibéUniversité d'Evry-Paris SaclayEmail verificata su univ-evry.fr
Sharib AliUniversity of Leeds, School of Computer ScienceEmail verificata su leeds.ac.uk
Anil CheriyadatResearch Scientist Oak Ridge National LaboratoryEmail verificata su ornl.gov
Thomas E. PotokComputational Data Analytics Group Leader, Oak Ridge National LaboratoryEmail verificata su ornl.gov
Alfredo RuggeriAssociate Professor (retired), University of PaduaEmail verificata su unipd.it
Hamed Sari-SarrafTexas Tech UniversityEmail verificata su ttu.edu
David S BolmeOak Ridge National LaboratoryEmail verificata su ornl.gov
Carol Y Cheung, PhDDepartment of Ophthalmology and Visual Sciences, Faculty of Medicine, The Chinese University of HongEmail verificata su cuhk.edu.hk

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Thomas Karnowski

Oak Ridge National Laboratory

Email verificata su ornl.gov


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
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	1868	2010
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	553	2015
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	404	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	308	2007
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	204	2013
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	190	2004
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	154	2014
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	101	2011
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	97	2008
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	95	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	95	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	94	2011
A fast and stable incremental clustering algorithm S Young, I Arel, TP Karnowski, D Rose 2010 Seventh International Conference on Information Technology: New …, 2010	78	2010
Method for localizing and isolating an errant process step KW Tobin Jr, TP Karnowski, RK Ferrell US Patent 6,535,776, 2003	78	2003
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	76	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, 292-299, 2010	74	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	73	2013
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	61	2020
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	60	1997
Exploring microscopic driving volatility in naturalistic driving environment prior to involvement in safety critical events—Concept of event-based driving volatility B Wali, AJ Khattak, T Karnowski Accident Analysis & Prevention 132, 105277, 2019	55	2019

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