Luca Giancardo

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Thomas KarnowskiOak Ridge National LaboratoryVerified email at ornl.gov
Fabrice MeriaudeauFull professor, ICMUB UMR CNRS 6302 , Medical Imaging group,Université de BourgogneVerified email at u-bourgogne.fr
KW TobinOak Ridge Associated UniversitiesVerified email at orau.org
Sunil A. ShethAssistant Professor, Department of Neurology, UT Health McGovern School of MedicineVerified email at post.harvard.edu
Yaqin LiUniversity of Tennessee Health Science CenterVerified email at uthsc.edu
Ian ButterworthCofounder - Chief Technology Officer, Leuko. Advisor, Massachusetts Institute of TechnologyVerified email at mit.edu
Álvaro Sánchez FerroLeuko Labs & Hospital 12 de OctubreVerified email at salud.madrid.org
Carlos Sánchez MendozaHead of Artificial IntelligenceVerified email at letsenhance.io
Teresa Arroyo-Gallegoarea2.aiVerified email at mit.edu
Arko BarmanAssistant Teaching Professor in D2K Lab and ECE, Rice UniversityVerified email at rice.edu
Vittorio MurinoProfessor @ University of Verona. PI of AIGO - AI for Good @ Italian Institute of Technology.Verified email at iit.it
Diego SonaFondazione Bruno KesslerVerified email at fbk.eu
Michael D. AbramoffProfessor of Ophthalmology and Visual Sciences, Electrical and Computer Engineering and Biomedical EngineeringVerified email at uiowa.edu
Victor Lopez-RiveraEmory University, NeurosurgeryVerified email at emory.edu
Martha GrayMITVerified email at mit.edu
Francesco PapaleoIstituto Italiano di TecnologiaVerified email at iit.it
Diego ScheggiaDepartment of Pharmacological and Biomolecular Sciences, University of Milan, Milan, ItalyVerified email at unimi.it
Francesca ManagòIstituto Italiano di TecnologiaVerified email at iit.it
Emanuele Trucco, FRSA, FIAPR, FBM...VAMPIRE/CVIP, Computing, University of DundeeVerified email at dundee.ac.uk
Alfredo RuggeriAssociate Professor (retired), University of PaduaVerified email at unipd.it

Luca Giancardo

McWilliams School of Biomedical Informatics, University of Texas Health Science Center at Houston

Verified email at uth.tmc.edu - Homepage

Medical Imaging Machine Learning Computer Vision Image Processing


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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	406	2012
Idrid: Diabetic retinopathy–segmentation and grading challenge P Porwal, S Pachade, M Kokare, G Deshmukh, J Son, W Bae, L Liu, ... Medical image analysis 59, 101561, 2020	297	2020
Chronic and acute intranasal oxytocin produce divergent social effects in mice H Huang, C Michetti, M Busnelli, F Manago, S Sannino, D Scheggia, ... Neuropsychopharmacology 39 (5), 1102-1114, 2014	228	2014
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
Retinal fundus multi-disease image dataset (RFMiD): a dataset for multi-disease detection research S Pachade, P Porwal, D Thulkar, M Kokare, G Deshmukh, ... Data 6 (2), 14, 2021	188	2021
Computer keyboard interaction as an indicator of early Parkinson’s disease L Giancardo, A Sanchez-Ferro, T Arroyo-Gallego, I Butterworth, ... Scientific reports 6 (1), 34468, 2016	111	2016
Detection of motor impairment in Parkinson's disease via mobile touchscreen typing T Arroyo-Gallego, MJ Ledesma-Carbayo, A Sánchez-Ferro, I Butterworth, ... IEEE Transactions on Biomedical Engineering 64 (9), 1994-2002, 2017	110	2017
Automatic visual tracking and social behaviour analysis with multiple mice L Giancardo, D Sona, H Huang, S Sannino, F Managò, D Scheggia, ... PloS one 8 (9), e74557, 2013	103	2013
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
Machine learning–enabled automated determination of acute ischemic core from computed tomography angiography SA Sheth, V Lopez-Rivera, A Barman, JC Grotta, AJ Yoo, S Lee, ME Inam, ... Stroke 50 (11), 3093-3100, 2019	98	2019
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	96	2008
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
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
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	74	2013
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
Utilization and availability of advanced imaging in patients with acute ischemic stroke Y Kim, S Lee, R Abdelkhaleq, V Lopez-Rivera, B Navi, H Kamel, SI Savitz, ... Circulation: Cardiovascular Quality and Outcomes 14 (4), e006989, 2021	57	2021
Detecting motor impairment in early Parkinson’s disease via natural typing interaction with keyboards: validation of the neuroQWERTY approach in an uncontrolled at-home setting T Arroyo-Gallego, MJ Ledesma-Carbayo, I Butterworth, M Matarazzo, ... Journal of medical Internet research 20 (3), e89, 2018	56	2018
Determining ischemic stroke from CT-angiography imaging using symmetry-sensitive convolutional networks A Barman, ME Inam, S Lee, S Savitz, S Sheth, L Giancardo 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019	54	2019
& Roberts, K.(2023). Eye-SpatialNet: Spatial information extraction from ophthalmology notes S Datta, T Kaochar, HC Lam, N Nwosu, L Giancardo, AZ Chuang arXiv preprint arXiv:2305.11948, 0	53
Computer-aided detection of cerebral microbleeds in susceptibility-weighted imaging A Fazlollahi, F Meriaudeau, L Giancardo, VL Villemagne, CC Rowe, ... Computerized Medical Imaging And Graphics 46, 269-276, 2015	49	2015

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