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 | 475 | 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 | 255 | 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 | 208 | 2018 |
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 | 184 | 2021 |
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 | 155 | 2012 |
Explainable skin lesion diagnosis using taxonomies C Barata, ME Celebi, JS Marques Pattern Recognition 110, 107413, 2021 | 103 | 2021 |
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 | 93 | 2022 |
PH2: A public database for the analysis of dermoscopic images TF Mendonca, ME Celebi, T Mendonca, JS Marques Dermoscopy Image Analysis, 2015 | 92 | 2015 |
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 | 69 | 2017 |
Development of a clinically oriented system for melanoma diagnosis C Barata, ME Celebi, JS Marques Pattern Recognition 69, 270-285, 2017 | 64 | 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 | 61 | 2013 |
Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures C Barata, JS Marques 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 60 | 2019 |
Melanoma detection algorithm based on feature fusion C Barata, ME Celebi, JS Marques 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 54 | 2015 |
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 | 52 | 2023 |
Improving dermoscopy image analysis using color constancy C Barata, JS Marques, ME Celebi 2014 IEEE International Conference on Image Processing (ICIP), 3527-3531, 2014 | 52 | 2014 |
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 | 47 | 2019 |
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 | 47 | 2012 |
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 | 44 | 2013 |
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 | 40 | 2013 |
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 | 39 | 2014 |