[1] FIlipe Ribeiro ,
Catarina Barata,
Joao Ribeiro,
João Sanches "Real time automatic risk prediction in ICU patients treated with ECMO", 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
[3] Tiago Mota, Maria Rita Verdelho, Diogo Araújo, Alceu Bissoto,
Carlos Santiago,
Catarina Barata "MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems", IEEE Computer Vision and Pattern Recognition Conference (CVPR), 2024
[4]
Carlos Santiago, Miguel Correia , Maria Rita Verdelho, Alceu Bissoto,
Catarina Barata "Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes", Medical Image Computing and Computer Assisted Intervention (MICCAI) IMIMIC Workshop, 2023
[5] Lisa Kuhlmann,
Milad Niknejad,
Catarina Barata,
Alexandre Bernardino, Gefei Zhang
"An Adversarial method for Semi-supervised Segmentation of Smoke and Fire in Images", Rousseau, JJ., Kapralos, B. (eds) Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges. ICPR 2022. Lecture Notes in Computer Science, vol 13644. Springer, Cham., 2023
[6] Sara Fernandes,
Milad Niknejad,
Catarina Barata,
Alexandre Bernardino "Forest Fires Identification Using Self-Supervised Learning", Rousseau, JJ., Kapralos, B. (eds) Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges. ICPR 2022. Lecture Notes in Computer Science, vol 13644. Springer, Cham., 2023
[7] Miguel Correia , Alceu Bissoto,
Carlos Santiago,
Catarina Barata "XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision", Medical Image Computing and Computer Assisted Intervention (MICCAI) IMIMIC Workshop, 2023
[8] António Mendes,
Catarina Barata "Intrapatient Diagnosis for Melanoma Skin Cancer", Proc. of ISBI 2023 - 20th IEEE International Symposium on Biomedical Imaging, Cartagena de Indias, Colombia, 2023 -
PDF[9] Alceu Bissoto,
Catarina Barata, Eduardo Valle, Sandra Avila
"Artifact-Based Domain Generalization of Skin Lesion Models", Computer Vision – ECCV 2022 Workshops. ECCV 2022. Lecture Notes in Computer Science, vol 13804. Springer, Cham., pp. 133—149, 2023
[10] Maria Rita Verdelho, Simão Gonçalves, Luísa Gonçalves, Catarina Costa, José M. Lopes, Margarida M. M. Coelho, Alexandre João, Paula Soares, Helena Pópulo,
Catarina Barata "Predictive Biomarkers in Melanoma: Detection of BRAF Mutation Using Dermoscopy", First MICCAI Workshop, AIIIMA 2022, and First MICCAI Workshop, MIABID 2022, held in Conjunction with MICCAI 2022, Singapore, 2022
[11] Pedro Bilro,
Catarina Barata,
Jorge Salvador Marques "Pedestrian Trajectory Prediction Using LSTM and Sparse Motion Fields", Proc. of ICPR 2022 - 26th International Conference on Pattern Recognition, Montréal, Québec, pp. 3529-3535, 2022
[12] Bernardo Amaral,
Milad Niknejad,
Catarina Barata,
Alexandre Bernardino "Weakly Supervised Fire and Smoke Segmentation in Forest Images with CAM and CRF", Proc. of ICPR 2022 - 26th International Conference on Pattern Recognition, Montréal, Québec, pp. 442-448, 2022
[13]
Laura Santos, Bárbara Silva, Filippo Maddaloni, Alice Geminiani, Arianna Caglio, Silvia Annunziata, Ivana Olivieri ,
Catarina Barata,
José Santos-Victor, Alessandra Pedrocchi
"Sharing Worlds: Design of a Real-Time Attention Classifier for Robotic Therapy of ASD Children", Proc. of ICORR 2022 - IEEE International Conference on Rehabilitation Robotics, Rotterdam, The Netherlands, 2022
[14] Beatriz Alves,
Catarina Barata,
Jorge Salvador Marques "Diagnosis of Skin Cancer Using Hierarchical Neural Networks and Metadata", Proc. of IbPRIA 2022 - 10th Iberian Conference on Pattern Recognition and Image Analysis, Aveiro, Portugal, 2022
[15] Maria Rita Verdelho,
Catarina Barata "On The Impact of Self-Supervised Learning in Skin Cancer Diagnosis", Proc. of ISBI 2022 - IEEE 19th International Symposium on Biomedical Imaging, Kolkata, India, 2022
[16]
Catarina Barata,
Carlos Santiago "Improving the Explainability of Skin Cancer Diagnosis Using CBIR", Medical Image Computing and Computer Assisted Intervention – MICCAI 2021. Lecture Notes in Computer Science, vol. 12903, pp. 550-559, Springer, Cham, 2021
[17] Bernardo Amaral,
Alexandre Bernardino,
Catarina Barata "Fire and Smoke Detection in Aerial Images", 26th Portuguese Conference on Pattern Recognition. Évora, 2020, 2020
[18]
Catarina Barata,
Carlos Santiago "How Important Is Each Dermoscopy Image?", ISIC Skin Image Analysis Workshop at IEEE International Conference on Computer Vision and Pattern Recognition, Virtual Conference, 2020
[19]
Catarina Barata, Mario Figueiredo,
Jorge Salvador Marques "Multiple Motion Fields for Multiple Types of Agents", Proc. IEEE International Conference on Image Processing (ICIP). Taipei, Taiwan, 2019 -
PDF[21] Ana Portelo, Andrea Cavallaro,
Catarina Barata,
Jorge Salvador Marques "Description and Recognition of Activity Patterns Using Sparse Vector Fields", Iberian Conference on Pattern Recognition and Image Analysis. Madrid, Spain, 2019 -
PDF[22]
Catarina Barata, Emre M. Celebi,
Jorge Salvador Marques "Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions", ISIC Skin Image Analysis Workshop at IEEE International Conference on Computer Vision and Pattern Recognition, Long Beach, California, 2019 -
PDF[23]
Catarina Barata,
Jacinto Nascimento,
Jorge Salvador Marques "Multiple Agents Representation Using Motion Fields", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Brighton, UK, 2019 -
PDF[25]
Catarina Barata, J. M. Lemos,
Jorge Salvador Marques "Estimation of Space-Varying Covariance Matrices", Proc. of IEEE International Conference on Image Processing (ICIP). Athens, Greece, 2018
[26] A. Portelo,
Jorge Salvador Marques,
Catarina Barata, J. M. Lemos
"Distributed estimation of vector fields", Advanced Concepts for Intelligent Vision Systems (ACIVS), Poitiers, France, 2018
[29]
Catarina Barata, M. A. T. Figueiredo, M. E. Celebi,
Jorge Salvador Marques "Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding", Proc. of IbPRIA 2017 - 8th Iberian Conference on Pattern Recognition and Image Analysis Faro, Portugal, 2017
[30]
Catarina Barata, M. E. Celebi,
Jorge Salvador Marques "A System for the Analysis of Dermoscopy Images Using Weak Annotations", Proc. of RecPad 2016 - 22nd edition of the Portuguese Conference on Pattern Recognition, Aveiro, Portugal, 2016 -
PDF[31]
Catarina Barata, M. E. Celebi,
Jorge Salvador Marques "A Clinically Oriented System for Melanoma Diagnosis Using a Color Representation", Proc. of EMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milano, Italy, 2015
[32]
Catarina Barata, M. Celebi,
Jorge Salvador Marques "Melanoma detection algorithm based on feature fusion", Proc. of EMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milano, Italy, 2015
[33]
Catarina Barata, M. Celebi,
Jorge Salvador Marques "Improving Dermoscopy Image Analysis Using Color Constancy", Proc. of ICIP 2014 - IEEE International Conference on Image Processing, Paris, France, 2014 -
PDF[34]
Catarina Barata, M. Figueiredo, M. Celebi,
Jorge Salvador Marques "Color Identification in Dermoscopy Images using Gaussian Mixture Models", Proc. of ICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, Italy, 2014 -
PDF[35] M. Ruela,
Catarina Barata, T. Mendonca,
Jorge Salvador Marques "On the role of shape in the detection of melanomas", Proc. of ISPA 2013 - IEEE International Symposium on Image and Signal Processing and Analysis, Trieste, Italy, 2013 -
PDF[36] Ana Ruela, M. Ruela,
Catarina Barata, T. Mendonca,
Jorge Salvador Marques "What is the Role of Color in Dermoscopy Analysis?", Proc. of IbPRIA 2013 - 6th Iberian Conference on Pattern Recognition and Image Analysis, Madeira, Portugal, pp. 819-826, 2013
[38]
Catarina Barata,
Jorge Salvador Marques, J. Rozeira
"The Role of Keypoint Sampling on the Classication of Melanomas in Dermoscopy Images Using Bag-of-Features", Proc. of IbPRIA 2013 - 6th Iberian Conference on Pattern Recognition and Image Analysis, Madeira, Portugal, pp. 715-723, 2013
[40] M. Ruela,
Catarina Barata,
Jorge Salvador Marques "What is the Role of Color Symmetry in the Detection of Melanomas?", Proc. of ISVC 2013 - 9th International Symposium on Visual Computing, Crete, Greece, pp. 1-10, 2013
[42]
Jorge Salvador Marques,
Catarina Barata, T. Mendonca
"On the role of texture and color in the classification of dermoscopy images", Proc. of EMBC 2012 - 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, CA, USA, pp. 44024405, 2012
[43]
Catarina Barata,
Jorge Salvador Marques, J. Rozeira
"A system for the automatic detection of pigment network", Proc. of ISBI 2012 - IEEE International Symposium on Biomedical Imaging, Barcelona, Spain, pp. 16511654, 2012
