Catarina Barata

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 44

Top Topics

Dermoscopy Images

Cancer Diagnosis

Top Venues

Pattern Recognit.

Publications

Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata
XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision. CoRR (2024)
Laura Santos, Bernardo Carvalho, Catarina Barata, José Santos-Victor
Extending 3D body pose estimation for robotic-assistive therapies of autistic children. CoRR (2024)
Diogo J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. CoRR (2024)
Tiago Mota, Maria Rita Verdelho, Alceu Bissoto, Carlos Santiago, Catarina Barata
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. CoRR (2024)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Even small correlation and diversity shifts pose dataset-bias issues. Pattern Recognit. Lett. 179 (2024)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Test-Time Selection for Robust Skin Lesion Analysis. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
A survey on deep learning for skin lesion segmentation. Medical Image Anal. 88 (2023)
M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
Guest Editorial Skin Image Analysis in the Age of Deep Learning. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Test-Time Selection for Robust Skin Lesion Analysis. CoRR (2023)
Carlos Santiago, Miguel Correia, Maria Rita Verdelho, Alceu Bissoto, Catarina Barata
Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
António Mendes, Catarina Barata
Intrapatient Diagnosis for Melanoma Skin Cancer. ISBI (2023)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues. CoRR (2023)
Bernardo Amaral, Milad Niknejad, Catarina Barata, Alexandre Bernardino
Weakly Supervised Fire and Smoke Segmentation in Forest Images with CAM and CRF. ICPR (2022)
Maria Rita Verdelho, Catarina Barata
On The Impact of Self-Supervised Learning in Skin Cancer Diagnosis. ISBI (2022)
Maria Rita Verdelho, Simão Gonçalves, Luisa 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. AIIIMA/MIABID@MICCAI (2022)
M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
Guest editorial: Image analysis in dermatology. Medical Image Anal. 79 (2022)
Laura Santos, Bárbara Silva, Filippo Maddaloni, Alice Geminiani, Arianna Caglio, Silvia Annunziata, Ivana Olivieri, Catarina Barata, José Santos-Victor, Alessandra Pedrocchi
. ICORR (2022)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Artifact-Based Domain Generalization of Skin Lesion Models. CoRR (2022)
Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
A Survey on Deep Learning for Skin Lesion Segmentation. CoRR (2022)
Pedro Bilro, Catarina Barata, Jorge S. Marques
Pedestrian Trajectory Prediction Using LSTM and Sparse Motion Fields. ICPR (2022)
Beatriz Alves, Catarina Barata, Jorge S. Marques
Diagnosis of Skin Cancer Using Hierarchical Neural Networks and Metadata. IbPRIA (2022)
Sara Fernandes, Milad Niknejad, Catarina Barata, Alexandre Bernardino
Forest Fires Identification Using Self-Supervised Learning. ICPR Workshops (2) (2022)
Lisa Kuhlmann, Milad Niknejad, Catarina Barata, Alexandre Bernardino, Gefei Zhang
An Adversarial Method for Semi-supervised Segmentation of Smoke and Fire in Images. ICPR Workshops (2) (2022)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Artifact-Based Domain Generalization of Skin Lesion Models. ECCV Workshops (4) (2022)
Carlos Santiago, Catarina Barata, Michele Sasdelli, Gustavo Carneiro, Jacinto C. Nascimento
LOW: Training deep neural networks by learning optimal sample weights. Pattern Recognit. 110 (2021)
Catarina Barata, Carlos Santiago
Improving the Explainability of Skin Cancer Diagnosis Using CBIR. MICCAI (3) (2021)
Catarina Barata, Jacinto C. Nascimento, João Miranda Lemos, Jorge S. Marques
Sparse motion fields for trajectory prediction. Pattern Recognit. 110 (2021)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Explainable skin lesion diagnosis using taxonomies. Pattern Recognit. 110 (2021)
Catarina Barata, Carlos Santiago
How Important Is Each Dermoscopy Image? CVPR Workshops (2020)
Bárbara Ferreira, Catarina Barata, Jorge S. Marques
What Is the Role of Annotations in the Detection of Dermoscopic Structures? IbPRIA (2) (2019)
Catarina Barata, Jorge S. Marques
Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures. ISBI (2019)
Catarina Barata, Mário A. T. Figueiredo, Jorge S. Marques
Multiple Motion Fields for Multiple Types of Agents. ICIP (2019)
Ana Portêlo, Andrea Cavallaro, Catarina Barata, Jorge S. Marques
Description and Recognition of Activity Patterns Using Sparse Vector Fields. IbPRIA (1) (2019)
Catarina Barata, Jorge S. Marques, M. Emre Celebi
Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions. CVPR Workshops (2019)
Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques
Multiple Agents Representation Using Motion Fields. ICASSP (2019)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer. IEEE J. Biomed. Health Informatics 23 (3) (2019)
Catarina Barata, João Miranda Lemos, Jorge S. Marques
Estimation of Space-Varying Covariance Matrices. ICIP (2018)
Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques
Improving a Switched Vector Field Model for Pedestrian Motion Analysis. ACIVS (2018)
Ana Portêlo, Jorge S. Marques, Catarina Barata, João Miranda Lemos
Distributed Estimation of Vector Fields. ACIVS (2018)
Margarida Ruela, Catarina Barata, Jorge S. Marques, Jorge Rozeira
A system for the detection of melanomas in dermoscopy images using shape and symmetry features. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5 (2) (2017)
Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques
A sparse approach to pedestrian trajectory modeling using multiple motion fields. ICIP (2017)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Development of a clinically oriented system for melanoma diagnosis. Pattern Recognit. 69 (2017)
Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding. IbPRIA (2017)
Catarina Barata, M. Emre Celebi, Jorge S. Marques, Jorge Rozeira
Clinically inspired analysis of dermoscopy images using a generative model. Comput. Vis. Image Underst. 151 (2016)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Melanoma detection algorithm based on feature fusion. EMBC (2015)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Improving Dermoscopy Image Classification Using Color Constancy. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Color Detection in Dermoscopy Images Based on Scarce Annotations. IbPRIA (2015)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
A clinically oriented system for melanoma diagnosis using a color representation. EMBC (2015)
Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
Color identification in dermoscopy images using Gaussian mixture models. ICASSP (2014)
Catarina Barata, Margarida Ruela, Mariana Francisco, Teresa Mendonça, Jorge S. Marques
Two Systems for the Detection of Melanomas in Dermoscopy Images Using Texture and Color Features. IEEE Syst. J. 8 (3) (2014)
Catarina Barata, Jorge S. Marques, M. Emre Celebi
Improving dermoscopy image analysis using color constancy. ICIP (2014)
Margarida Ruela, Catarina Barata, Teresa Mendonça, Jorge S. Marques
What Is the Role of Color in Dermoscopy Analysis? IbPRIA (2013)
Catarina Barata, Jorge S. Marques, Teresa Mendonça
Bag-of-Features Classification Model for the Diagnose of Melanoma in Dermoscopy Images Using Color and Texture Descriptors. ICIAR (2013)
Catarina Barata, Jorge S. Marques, Jorge Rozeira
Evaluation of Color Based Keypoints and Features for the Classification of Melanomas Using the Bag-of-Features Model. ISVC (1) (2013)
Margarida Ruela, Catarina Barata, Jorge S. Marques
What Is the Role of Color Symmetry in the Detection of Melanomas? ISVC (1) (2013)
Catarina Barata, Jorge S. Marques, M. Emre Celebi
Towards an automatic bag-of-features model for the classification of dermoscopy images: The influence of segmentation. ISPA (2013)
Catarina Barata, Jorge S. Marques, Jorge Rozeira
The Role of Keypoint Sampling on the Classification of Melanomas in Dermoscopy Images Using Bag-of-Features. IbPRIA (2013)
Margarida Ruela, Catarina Barata, Teresa Mendonça, Jorge S. Marques
On the role of shape in the detection of melanomas. ISPA (2013)
Catarina Barata, Jorge S. Marques, Jorge Rozeira
A system for the automatic detection of pigment network. ISBI (2012)
Jorge S. Marques, Catarina Barata, Teresa Mendonça
On the role of texture and color in the classification of dermoscopy images. EMBC (2012)
Catarina Barata, Jorge S. Marques, Jorge Rozeira
A System for the Detection of Pigment Network in Dermoscopy Images Using Directional Filters. IEEE Trans. Biomed. Eng. 59 (10) (2012)
Catarina Barata, Jorge S. Marques, Jorge Rozeira
Detecting the pigment network in dermoscopy images: A directional approach. EMBC (2011)