Catarina Barata

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Jorge S. MarquesInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ. LisboaVerified email at isr.tecnico.ulisboa.pt
M. Emre Celebi, SPIE FellowProfessor and Chair, Department of Computer Science and Engineering, University of Central ArkansasVerified email at uca.edu
Jacinto C. NascimentoInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior TécnicoVerified email at isr.ist.utl.pt
Marc CombaliaAI Consultant, CTO Athen Tech. Prev: Head of AI Skin Cancer @ Hospital Clinic of BarcelonaVerified email at clinic.cat
Allan HalpernMemorial Sloan Kettering Cancer CenterVerified email at mskcc.org
Philipp TschandlMedical University of ViennaVerified email at meduniwien.ac.at
Mario A. T. FigueiredoInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de LisboaVerified email at tecnico.ulisboa.pt
Carlos SantiagoInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ LisboaVerified email at tecnico.ulisboa.pt
Roxana DaneshjouMD/Ph.D, Dermatology Clinical Scholar, Stanford UniversityVerified email at stanford.edu
Veronica RotembergMemorial Sloan-Kettering Cancer CenterVerified email at duke.edu
Soyer HPChair in Dermatology, The University of QueenslandVerified email at uq.edu.au
Brigid Betz-StableinThe University of Queensland Diamantina Institute, Dermatology Research CentreVerified email at uq.edu.au
Konstantinos LiopyrisResearch Consultant, Memorial Sloan Kettering Cancer Center; Dermatologist, 1st UniversityVerified email at mskcc.org
Brian HelbaKitware Inc.Verified email at kitware.com
Kivanc KoseMemorial Sloan Kettering Cancer CenterVerified email at ee.bilkent.edu.tr
Eric R Tkaczyk, M.D., Ph.D.Department of VA, Vanderbilt University, University of TartuVerified email at vumc.org
Pascale GuiteraMelanoma Institute Australia; University of Sydney, Melanoma Diagnostic Centre, RPAHVerified email at melanoma.org.au
Noel CodellaPrincipal Researcher @ MicrosoftVerified email at microsoft.com
Harald KittlerMedical University of Vienna, AustriaVerified email at meduniwien.ac.at
David GutmanAssistant Professor of Neurology, Psychiatry, Biomedical Informatics, Emory UniversityVerified email at emory.edu

Catarina Barata

Institute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ Lisboa

Verified email at tecnico.ulisboa.pt - Homepage

Machine Learning Explainable AI Medical Image Analysis Skin Image Analysis


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Two systems for the detection of melanomas in dermoscopy images using texture and color features C Barata, M Ruela, M Francisco, T Mendonça, JS Marques IEEE Systems Journal 8 (3), 965-979, 2014	407	2014
Improving dermoscopy image classification using color constancy C Barata, ME Celebi, JS Marques IEEE journal of biomedical and health informatics 19 (3), 1146-1152, 2015	222	2015
A survey of feature extraction in dermoscopy image analysis of skin cancer C Barata, ME Celebi, JS Marques IEEE journal of biomedical and health informatics 23 (3), 1096-1109, 2018	150	2018
A System for the Detection of Pigment Network in Dermoscopy Images Using Directional Filters C Barata, J Marques, J Rozeira IEEE Transactions on Biomedical Imaging 59 (10), 2744-2754, 2012	142	2012
PH2: A public database for the analysis of dermoscopic images TF Mendonca, ME Celebi, T Mendonca, JS Marques Dermoscopy Image Analysis, 2015	72	2015
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts S Haggenmüller, RC Maron, A Hekler, JS Utikal, C Barata, RL Barnhill, ... European Journal of Cancer 156, 202-216, 2021	63	2021
A system for the detection of melanomas in dermoscopy images using shape and symmetry features M Ruela, C Barata, JS Marques, J Rozeira Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2017	59	2017
A bag-of-features approach for the classification of melanomas in dermoscopy images: The role of color and texture descriptors C Barata, M Ruela, T Mendonça, JS Marques Computer vision techniques for the diagnosis of skin cancer, 49-69, 2013	59	2013
Explainable skin lesion diagnosis using taxonomies C Barata, ME Celebi, JS Marques Pattern Recognition 110, 107413, 2021	58	2021
Development of a clinically oriented system for melanoma diagnosis C Barata, ME Celebi, JS Marques Pattern Recognition 69, 270-285, 2017	55	2017
Melanoma detection algorithm based on feature fusion C Barata, ME Celebi, JS Marques 2015 37th Annual International Conference of the IEEE Engineering in …, 2015	50	2015
On the role of texture and color in the classification of dermoscopy images JS Marques, C Barata, T Mendonça Engineering in Medicine and Biology Society (EMBC), 2012 Annual …, 2012	42	2012
Improving dermoscopy image analysis using color constancy C Barata, JS Marques, ME Celebi 2014 IEEE International Conference on Image Processing (ICIP), 3527-3531, 2014	41	2014
Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures C Barata, JS Marques 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019	38	2019
Color identification in dermoscopy images using gaussian mixture models C Barata, MAT Figueiredo, ME Celebi, JS Marques 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014	38	2014
Evaluation of color based keypoints and features for the classification of melanomas using the bag-of-features model C Barata, JS Marques, J Rozeira International Symposium on Visual Computing, 40-49, 2013	37	2013
Bag-of-features classification model for the diagnose of melanoma in dermoscopy images using color and texture descriptors C Barata, JS Marques, T Mendonça Image Analysis and Recognition: 10th International Conference, ICIAR 2013 …, 2013	35	2013
Checklist for evaluation of image-based artificial intelligence reports in dermatology: CLEAR derm consensus guidelines from the international skin imaging collaboration … R Daneshjou, C Barata, B Betz-Stablein, ME Celebi, N Codella, ... JAMA dermatology 158 (1), 90-96, 2022	32	2022
Detecting the pigment network in dermoscopy images: a directional approach C Barata, JS Marques, J Rozeira 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011	28	2011
The role of keypoint sampling on the classification of melanomas in dermoscopy images using bag-of-features C Barata, JS Marques, J Rozeira Pattern Recognition and Image Analysis: 6th Iberian Conference, IbPRIA 2013 …, 2013	26	2013

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