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Catarina Barata
Catarina Barata
Institute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ Lisboa
Zweryfikowany adres z tecnico.ulisboa.pt - Strona główna
Tytuł
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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
5022014
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
2712015
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
2392021
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
2332018
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
1572012
Explainable skin lesion diagnosis using taxonomies
C Barata, ME Celebi, JS Marques
Pattern Recognition 110, 107413, 2021
1282021
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
1092022
PH2: A public database for the analysis of dermoscopic images
TF Mendonca, ME Celebi, T Mendonca, JS Marques
Dermoscopy Image Analysis, 2015
1032015
A survey on deep learning for skin lesion segmentation
Z Mirikharaji, K Abhishek, A Bissoto, C Barata, S Avila, E Valle, ME Celebi, ...
Medical Image Analysis 88, 102863, 2023
962023
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
712017
Development of a clinically oriented system for melanoma diagnosis
C Barata, ME Celebi, JS Marques
Pattern Recognition 69, 270-285, 2017
692017
Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures
C Barata, JS Marques
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
672019
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
622013
A reinforcement learning model for AI-based decision support in skin cancer
C Barata, V Rotemberg, NCF Codella, P Tschandl, C Rinner, BN Akay, ...
Nature Medicine 29 (8), 1941-1946, 2023
582023
Melanoma detection algorithm based on feature fusion
C Barata, ME Celebi, JS Marques
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
572015
Improving dermoscopy image analysis using color constancy
C Barata, JS Marques, ME Celebi
2014 IEEE International Conference on Image Processing (ICIP), 3527-3531, 2014
522014
Deep attention model for the hierarchical diagnosis of skin lesions
C Barata, JS Marques, M Emre Celebi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
512019
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
472012
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
442013
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
402014
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