Detecting the pigment network in dermoscopy images: A directional approach. - Catarina Barata; Jorge S. Marques; Jorge Rozeira (EMBC, 2011)

On the role of texture and color in the classification of dermoscopy images. - Jorge S. Marques; Catarina Barata; Teresa Mendonça (EMBC, 2012)

A system for the automatic detection of pigment network. - Catarina Barata; Jorge S. Marques; Jorge Rozeira (ISBI, 2012)

A System for the Detection of Pigment Network in Dermoscopy Images Using Directional Filters. - Catarina Barata; Jorge S. Marques; Jorge Rozeira (IEEE Trans. Biomed. Eng., 2012)

The Role of Keypoint Sampling on the Classification of Melanomas in Dermoscopy Images Using Bag-of-Features. - Catarina Barata; Jorge S. Marques; Jorge Rozeira (IbPRIA, 2013)

What Is the Role of Color in Dermoscopy Analysis? - Margarida Ruela; Catarina Barata; Teresa Mendonça; Jorge S. Marques (IbPRIA, 2013)

Bag-of-Features Classification Model for the Diagnose of Melanoma in Dermoscopy Images Using Color and Texture Descriptors. - Catarina Barata; Jorge S. Marques; Teresa Mendonça (ICIAR, 2013)

Towards an automatic bag-of-features model for the classification of dermoscopy images: The influence of segmentation. - Catarina Barata; Jorge S. Marques; M. Emre Celebi 001 (ISPA, 2013)

On the role of shape in the detection of melanomas. - Margarida Ruela; Catarina Barata; Teresa Mendonça; Jorge S. Marques (ISPA, 2013)

Evaluation of Color Based Keypoints and Features for the Classification of Melanomas Using the Bag-of-Features Model. - Catarina Barata; Jorge S. Marques; Jorge Rozeira (ISVC (1), 2013)

What Is the Role of Color Symmetry in the Detection of Melanomas? - Margarida Ruela; Catarina Barata; Jorge S. Marques (ISVC (1), 2013)

Color identification in dermoscopy images using Gaussian mixture models. - Catarina Barata; Mário A. T. Figueiredo; M. Emre Celebi 001; Jorge S. Marques (ICASSP, 2014)

Improving dermoscopy image analysis using color constancy. - Catarina Barata; Jorge S. Marques; M. Emre Celebi 001 (ICIP, 2014)

Two Systems for the Detection of Melanomas in Dermoscopy Images Using Texture and Color Features. - Catarina Barata; Margarida Ruela; Mariana Francisco; Teresa Mendonça; Jorge S. Marques (IEEE Syst. J., 2014)

Melanoma detection algorithm based on feature fusion. - Catarina Barata; M. Emre Celebi 001; Jorge S. Marques (EMBC, 2015)

A clinically oriented system for melanoma diagnosis using a color representation. - Catarina Barata; M. Emre Celebi 001; Jorge S. Marques (EMBC, 2015)

Color Detection in Dermoscopy Images Based on Scarce Annotations. - Catarina Barata; M. Emre Celebi 001; Jorge S. Marques (IbPRIA, 2015)

Improving Dermoscopy Image Classification Using Color Constancy. - Catarina Barata; M. Emre Celebi 001; Jorge S. Marques (IEEE J. Biomed. Health Informatics, 2015)

Clinically inspired analysis of dermoscopy images using a generative model. - Catarina Barata; M. Emre Celebi 001; Jorge S. Marques; Jorge Rozeira (Comput. Vis. Image Underst., 2016)

Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding. - Catarina Barata; Mário A. T. Figueiredo; M. Emre Celebi 001; Jorge S. Marques (IbPRIA, 2017)

A sparse approach to pedestrian trajectory modeling using multiple motion fields. - Catarina Barata; Jacinto C. Nascimento; Jorge S. Marques (ICIP, 2017)

A system for the detection of melanomas in dermoscopy images using shape and symmetry features. - Margarida Ruela; Catarina Barata; Jorge S. Marques; Jorge Rozeira (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017)

Development of a clinically oriented system for melanoma diagnosis. - Catarina Barata; M. Emre Celebi 001; Jorge S. Marques (Pattern Recognit., 2017)

Improving a Switched Vector Field Model for Pedestrian Motion Analysis. - Catarina Barata; Jacinto C. Nascimento; Jorge S. Marques (ACIVS, 2018)

Distributed Estimation of Vector Fields. - Ana Portêlo; Jorge S. Marques; Catarina Barata; João Miranda Lemos (ACIVS, 2018)

Estimation of Space-Varying Covariance Matrices. - Catarina Barata; João Miranda Lemos; Jorge S. Marques (ICIP, 2018)

Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions. - Catarina Barata; Jorge S. Marques; M. Emre Celebi 001 (CVPR Workshops, 2019)

What Is the Role of Annotations in the Detection of Dermoscopic Structures? - Bárbara Ferreira; Catarina Barata; Jorge S. Marques (IbPRIA (2), 2019)

Description and Recognition of Activity Patterns Using Sparse Vector Fields. - Ana Portêlo; Andrea Cavallaro; Catarina Barata; Jorge S. Marques (IbPRIA (1), 2019)

Multiple Agents Representation Using Motion Fields. - Catarina Barata; Jacinto C. Nascimento; Jorge S. Marques (ICASSP, 2019)

Multiple Motion Fields for Multiple Types of Agents. - Catarina Barata; Mário A. T. Figueiredo; Jorge S. Marques (ICIP, 2019)

Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures. - Catarina Barata; Jorge S. Marques (ISBI, 2019)

A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer. - Catarina Barata; M. Emre Celebi 001; Jorge S. Marques (IEEE J. Biomed. Health Informatics, 2019)

How Important Is Each Dermoscopy Image? - Catarina Barata; Carlos Santiago (CVPR Workshops, 2020)

Improving the Explainability of Skin Cancer Diagnosis Using CBIR. - Catarina Barata; Carlos Santiago (MICCAI (3), 2021)

Explainable skin lesion diagnosis using taxonomies. - Catarina Barata; M. Emre Celebi 001; Jorge S. Marques (Pattern Recognit., 2021)

Sparse motion fields for trajectory prediction. - Catarina Barata; Jacinto C. Nascimento; João Miranda Lemos; Jorge S. Marques (Pattern Recognit., 2021)

LOW: Training deep neural networks by learning optimal sample weights. - Carlos Santiago; Catarina Barata; Michele Sasdelli; Gustavo Carneiro 001; Jacinto C. Nascimento (Pattern Recognit., 2021)

Artifact-Based Domain Generalization of Skin Lesion Models. - Alceu Bissoto; Catarina Barata; Eduardo Valle; Sandra Avila (ECCV Workshops (4), 2022)

Diagnosis of Skin Cancer Using Hierarchical Neural Networks and Metadata. - Beatriz Alves; Catarina Barata; Jorge S. Marques (IbPRIA, 2022)

Sharing Worlds: Design of a Real-Time Attention Classifier for Robotic Therapy of ASD Children*. - Laura Santos; Bárbara Silva; Filippo Maddaloni; Alice Geminiani; Arianna Caglio; Silvia Annunziata; Ivana Olivieri; Catarina Barata; José Santos-Victor; Alessandra Pedrocchi (ICORR, 2022)

Weakly Supervised Fire and Smoke Segmentation in Forest Images with CAM and CRF. - Bernardo Amaral; Milad Niknejad; Catarina Barata; Alexandre Bernardino (ICPR, 2022)

Pedestrian Trajectory Prediction Using LSTM and Sparse Motion Fields. - Pedro Bilro; Catarina Barata; Jorge S. Marques (ICPR, 2022)

Forest Fires Identification Using Self-Supervised Learning. - Sara Fernandes; Milad Niknejad; Catarina Barata; Alexandre Bernardino (ICPR Workshops (2), 2022)

An Adversarial Method for Semi-supervised Segmentation of Smoke and Fire in Images. - Lisa Kuhlmann; Milad Niknejad; Catarina Barata; Alexandre Bernardino; Gefei Zhang (ICPR Workshops (2), 2022)

On The Impact of Self-Supervised Learning in Skin Cancer Diagnosis. - Maria Rita Verdelho; Catarina Barata (ISBI, 2022)

Predictive Biomarkers in Melanoma: Detection of BRAF Mutation Using Dermoscopy. - Maria Rita Verdelho; Simão Gonçalves; Luisa Gonçalves; Catarina Costa; José M. Lopes; Margarida M. V. Coelho; Alexandre João; Paula Soares; Helena Pópulo; Catarina Barata (AIIIMA/MIABID@MICCAI, 2022)

Guest editorial: Image analysis in dermatology. - M. Emre Celebi 001; Catarina Barata; Allan Halpern; Philipp Tschandl; Marc Combalia; Yuan Liu 019 (Medical Image Anal., 2022)

Intrapatient Diagnosis for Melanoma Skin Cancer. - António Mendes; Catarina Barata (ISBI, 2023)

Test-Time Selection for Robust Skin Lesion Analysis. - Alceu Bissoto; Catarina Barata; Eduardo Valle; Sandra Avila (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes. - Carlos Santiago; Miguel Correia 001; Maria Rita Verdelho; Alceu Bissoto; Catarina Barata (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

Guest Editorial Skin Image Analysis in the Age of Deep Learning. - M. Emre Celebi 001; Catarina Barata; Allan Halpern; Philipp Tschandl; Marc Combalia; Yuan Liu 019 (IEEE J. Biomed. Health Informatics, 2023)

A survey on deep learning for skin lesion segmentation. - Zahra Mirikharaji; Kumar Abhishek 001; Alceu Bissoto; Catarina Barata; Sandra Avila; Eduardo Valle; M. Emre Celebi 001; Ghassan Hamarneh (Medical Image Anal., 2023)

Extending 3D Body Pose Estimation for Robotic-Assistive Therapies of Autistic Children. - Laura Santos; Bernardo Carvalho; Catarina Barata; José Santos-Victor (BioRob, 2024)

Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. - D. J. Araújo; Maria Rita Verdelho; Alceu Bissoto; J. C. Nascimento; Carlos Santiago; Catarina Barata (CVPR Workshops, 2024)

MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. - Tiago Mota; Maria Rita Verdelho; Diogo J. Araújo; Alceu Bissoto; Carlos Santiago; Catarina Barata (CVPR Workshops, 2024)

Real time automatic risk prediction in ICU patients treated with ECMO. - Filipe Ribeiro; Catarina Barata; João Ribeiro; João Sanches (EMBC, 2024)

XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision. - Miguel Correia 001; Alceu Bissoto; Carlos Santiago; Catarina Barata (CoRR, 2024)

Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. - Diogo J. Araújo; Maria Rita Verdelho; Alceu Bissoto; Jacinto C. Nascimento; Carlos Santiago; Catarina Barata (CoRR, 2024)

MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. - Tiago Mota; Maria Rita Verdelho; Alceu Bissoto; Carlos Santiago; Catarina Barata (CoRR, 2024)

Pinpoint Counterfactuals: Reducing social bias in foundation models via localized counterfactual generation. - Kirill Sirotkin; Marcos Escudero-Viñolo; Pablo Carballeira; Mayug Maniparambil; Catarina Barata; Noel E. O'Connor (CoRR, 2024)

Even small correlation and diversity shifts pose dataset-bias issues. - Alceu Bissoto; Catarina Barata; Eduardo Valle; Sandra Avila (Pattern Recognit. Lett., 2024)

Prediction of 30-Day Hospital Readmission with Clinical Notes and EHR Information. - Tiago Almeida; Plinio Moreno; Catarina Barata (IbPRIA (2), 2025)

Continual Deep Active Learning for Medical Imaging: Replay-Based Architecture for Context Adaptation. - Rui Daniel; Maria Rita Verdelho; Catarina Barata; Carlos Santiago (IbPRIA (2), 2025)

MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning. - Maria Rita Verdelho; Alexandre Bernardino; Catarina Barata (IbPRIA (2), 2025)

Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation. - Rui Daniel; Maria Rita Verdelho; Catarina Barata; Carlos Santiago (CoRR, 2025)

The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers. - Rita Pereira; Maria Rita Verdelho; Catarina Barata; Carlos Santiago (CoRR, 2025)