Catarina Barata

79 papers B 8C 2Misc 7Journal 30Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Benchmarking variability in semantic segmentation in minimally invasive abdominal surgery. Int. J. Comput. Assist. Radiol. Surg. L. T. Castro, Catarina Barata, P. Martins, F. Afonso, M. Pascoal, Carlos Santiago, Laurent Mennillo, P. Mira, Danail Stoyanov, Manish Chand, Sophia Bano, Antonio S. Soares
2026	J	`jnl`	Locating Demographic Bias at the Attention-Head Level in CLIP's Vision Encoder. CoRR Alaa Yasser, Kittipat Phunjanna, Marcos Escudero-Viñolo, Catarina Barata, Jenny Benois-Pineau
2026	—	`ed.`	Skin Image Analysis, and Computer-Aided Pelvic Imaging for Female Health - 10th International Workshop, ISIC 2025, and First International Workshop, CAPI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings ISIC@MICCAI M. Emre Celebi, Johanna Paula Müller, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Kumar Abhishek, Joanna Jaworek-Korjakowska, Moi Hoon Yap, Katharina Breininger, Maximilian Lindholz, Jana Hutter, Richard Ruppel, Smiti Tripathy, Franziska Mathis-Ullrich, Stefanie Burghaus, Matthias May
2025	J	`jnl`	Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation. CoRR Rui Daniel, Maria Rita Verdelho, Catarina Barata, Carlos Santiago
2025	—	`conf`	Continual Deep Active Learning for Medical Imaging: Replay-Based Architecture for Context Adaptation. IbPRIA (2) Rui Daniel, Maria Rita Verdelho, Catarina Barata, Carlos Santiago
2025	—	`conf`	MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning. IbPRIA (2) Maria Rita Verdelho, Alexandre Bernardino, Catarina Barata
2025	J	`jnl`	MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning. CoRR Maria Rita Verdelho, Alexandre Bernardino, Catarina Barata
2025	J	`jnl`	Model-Based Lookahead Reinforcement Learning for in-hand manipulation. CoRR Alexandre Lopes, Catarina Barata, Plinio Moreno
2025	—	`conf`	Prediction of 30-Day Hospital Readmission with Clinical Notes and EHR Information. IbPRIA (2) Tiago Almeida, Plinio Moreno, Catarina Barata
2025	J	`jnl`	Prediction of 30-day hospital readmission with clinical notes and EHR information. CoRR Tiago Almeida, Plinio Moreno, Catarina Barata
2025	J	`jnl`	The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers. CoRR Rita Pereira, Maria Rita Verdelho, Catarina Barata, Carlos Santiago
2024	J	`jnl`	Even small correlation and diversity shifts pose dataset-bias issues. Pattern Recognit. Lett. Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2024	—	`conf`	Extending 3D Body Pose Estimation for Robotic-Assistive Therapies of Autistic Children. BioRob Laura Santos, Bernardo Carvalho, Catarina Barata, José Santos-Victor
2024	J	`jnl`	Extending 3D body pose estimation for robotic-assistive therapies of autistic children. CoRR Laura Santos, Bernardo Carvalho, Catarina Barata, José Santos-Victor
2024	—	`conf`	Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. CVPR Workshops D. J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata
2024	J	`jnl`	Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. CoRR Diogo J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata
2024	—	`conf`	MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. CVPR Workshops Tiago Mota, Maria Rita Verdelho, Diogo J. Araújo, Alceu Bissoto, Carlos Santiago, Catarina Barata
2024	J	`jnl`	MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. CoRR Tiago Mota, Maria Rita Verdelho, Alceu Bissoto, Carlos Santiago, Catarina Barata
2024	J	`jnl`	Pinpoint Counterfactuals: Reducing social bias in foundation models via localized counterfactual generation. CoRR Kirill Sirotkin, Marcos Escudero-Viñolo, Pablo Carballeira, Mayug Maniparambil, Catarina Barata, Noel E. O'Connor
2024	—	`conf`	Real time automatic risk prediction in ICU patients treated with ECMO. EMBC Filipe Ribeiro, Catarina Barata, João Ribeiro, João Sanches
2024	J	`jnl`	XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision. CoRR Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata
2023	J	`jnl`	A survey on deep learning for skin lesion segmentation. Medical Image Anal. Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
2023	J	`jnl`	Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues. CoRR Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2023	—	`conf`	Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes. ISIC/Care-AI/MedAGI/DeCaF@MICCAI Carlos Santiago, Miguel Correia, Maria Rita Verdelho, Alceu Bissoto, Catarina Barata
2023	J	`jnl`	Guest Editorial Skin Image Analysis in the Age of Deep Learning. IEEE J. Biomed. Health Informatics M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
2023	—	`conf`	Intrapatient Diagnosis for Melanoma Skin Cancer. ISBI António Mendes, Catarina Barata
2023	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops - ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, Proceedings ISIC/Care-AI/MedAGI/DeCaF@MICCAI M. Emre Celebi, Md Sirajus Salekin, Hyunwoo J. Kim, Shadi Albarqouni, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Ghada Zamzmi, Joshua Levy, Huzefa Rangwala, Annika Reinke, Diya Wynn, Bennett A. Landman, Won-Ki Jeong, Yiqing Shen, Zhongying Deng, Spyridon Bakas, Xiaoxiao Li, Chen Qin, Nicola Rieke, Holger Roth, Daguang Xu
2023	—	`conf`	Test-Time Selection for Robust Skin Lesion Analysis. ISIC/Care-AI/MedAGI/DeCaF@MICCAI Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2023	J	`jnl`	Test-Time Selection for Robust Skin Lesion Analysis. CoRR Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2022	J	`jnl`	A Survey on Deep Learning for Skin Lesion Segmentation. CoRR Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
2022	—	`conf`	An Adversarial Method for Semi-supervised Segmentation of Smoke and Fire in Images. ICPR Workshops (2) Lisa Kuhlmann, Milad Niknejad, Catarina Barata, Alexandre Bernardino, Gefei Zhang
2022	—	`conf`	Artifact-Based Domain Generalization of Skin Lesion Models. ECCV Workshops (4) Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2022	J	`jnl`	Artifact-Based Domain Generalization of Skin Lesion Models. CoRR Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2022	Misc	`conf`	Diagnosis of Skin Cancer Using Hierarchical Neural Networks and Metadata. IbPRIA Beatriz Alves, Catarina Barata, Jorge S. Marques
2022	—	`conf`	Forest Fires Identification Using Self-Supervised Learning. ICPR Workshops (2) Sara Fernandes, Milad Niknejad, Catarina Barata, Alexandre Bernardino
2022	J	`jnl`	Guest editorial: Image analysis in dermatology. Medical Image Anal. M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
2022	—	`conf`	On The Impact of Self-Supervised Learning in Skin Cancer Diagnosis. ISBI Maria Rita Verdelho, Catarina Barata
2022	B	`conf`	Pedestrian Trajectory Prediction Using LSTM and Sparse Motion Fields. ICPR Pedro Bilro, Catarina Barata, Jorge S. Marques
2022	—	`conf`	Predictive Biomarkers in Melanoma: Detection of BRAF Mutation Using Dermoscopy. AIIIMA/MIABID@MICCAI Maria Rita Verdelho, Simão Gonçalves, Luisa Gonçalves, Catarina Costa, José M. Lopes, Margarida M. V. Coelho, Alexandre João, Paula Soares, Helena Pópulo, Catarina Barata
2022	—	`conf`	Sharing Worlds: Design of a Real-Time Attention Classifier for Robotic Therapy of ASD Children ICORR Laura Santos, Bárbara Silva, Filippo Maddaloni, Alice Geminiani, Arianna Caglio, Silvia Annunziata, Ivana Olivieri, Catarina Barata, José Santos-Victor, Alessandra Pedrocchi
2022	B	`conf`	Weakly Supervised Fire and Smoke Segmentation in Forest Images with CAM and CRF. ICPR Bernardo Amaral, Milad Niknejad, Catarina Barata, Alexandre Bernardino
2021	J	`jnl`	Explainable skin lesion diagnosis using taxonomies. Pattern Recognit. Catarina Barata, M. Emre Celebi, Jorge S. Marques
2021	—	`conf`	Improving the Explainability of Skin Cancer Diagnosis Using CBIR. MICCAI (3) Catarina Barata, Carlos Santiago
2021	J	`jnl`	LOW: Training deep neural networks by learning optimal sample weights. Pattern Recognit. Carlos Santiago, Catarina Barata, Michele Sasdelli, Gustavo Carneiro, Jacinto C. Nascimento
2021	J	`jnl`	Sparse motion fields for trajectory prediction. Pattern Recognit. Catarina Barata, Jacinto C. Nascimento, João Miranda Lemos, Jorge S. Marques
2020	—	`conf`	How Important Is Each Dermoscopy Image? CVPR Workshops Catarina Barata, Carlos Santiago
2019	J	`jnl`	A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer. IEEE J. Biomed. Health Informatics Catarina Barata, M. Emre Celebi, Jorge S. Marques
2019	—	`conf`	Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions. CVPR Workshops Catarina Barata, Jorge S. Marques, M. Emre Celebi
2019	—	`conf`	Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures. ISBI Catarina Barata, Jorge S. Marques
2019	—	`conf`	Description and Recognition of Activity Patterns Using Sparse Vector Fields. IbPRIA (1) Ana Portêlo, Andrea Cavallaro, Catarina Barata, Jorge S. Marques
2019	Misc	`conf`	Multiple Agents Representation Using Motion Fields. ICASSP Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques
2019	B	`conf`	Multiple Motion Fields for Multiple Types of Agents. ICIP Catarina Barata, Mário A. T. Figueiredo, Jorge S. Marques
2019	—	`conf`	What Is the Role of Annotations in the Detection of Dermoscopic Structures? IbPRIA (2) Bárbara Ferreira, Catarina Barata, Jorge S. Marques
2018	B	`conf`	Distributed Estimation of Vector Fields. ACIVS Ana Portêlo, Jorge S. Marques, Catarina Barata, João Miranda Lemos
2018	B	`conf`	Estimation of Space-Varying Covariance Matrices. ICIP Catarina Barata, João Miranda Lemos, Jorge S. Marques
2018	B	`conf`	Improving a Switched Vector Field Model for Pedestrian Motion Analysis. ACIVS Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques
2017	B	`conf`	A sparse approach to pedestrian trajectory modeling using multiple motion fields. ICIP Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques
2017	J	`jnl`	A system for the detection of melanomas in dermoscopy images using shape and symmetry features. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Margarida Ruela, Catarina Barata, Jorge S. Marques, Jorge Rozeira
2017	J	`jnl`	Development of a clinically oriented system for melanoma diagnosis. Pattern Recognit. Catarina Barata, M. Emre Celebi, Jorge S. Marques
2017	Misc	`conf`	Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding. IbPRIA Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
2016	J	`jnl`	Clinically inspired analysis of dermoscopy images using a generative model. Comput. Vis. Image Underst. Catarina Barata, M. Emre Celebi, Jorge S. Marques, Jorge Rozeira
2015	—	`conf`	A clinically oriented system for melanoma diagnosis using a color representation. EMBC Catarina Barata, M. Emre Celebi, Jorge S. Marques
2015	Misc	`conf`	Color Detection in Dermoscopy Images Based on Scarce Annotations. IbPRIA Catarina Barata, M. Emre Celebi, Jorge S. Marques
2015	J	`jnl`	Improving Dermoscopy Image Classification Using Color Constancy. IEEE J. Biomed. Health Informatics Catarina Barata, M. Emre Celebi, Jorge S. Marques
2015	—	`conf`	Melanoma detection algorithm based on feature fusion. EMBC Catarina Barata, M. Emre Celebi, Jorge S. Marques
2014	Misc	`conf`	Color identification in dermoscopy images using Gaussian mixture models. ICASSP Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
2014	B	`conf`	Improving dermoscopy image analysis using color constancy. ICIP Catarina Barata, Jorge S. Marques, M. Emre Celebi
2014	J	`jnl`	Two Systems for the Detection of Melanomas in Dermoscopy Images Using Texture and Color Features. IEEE Syst. J. Catarina Barata, Margarida Ruela, Mariana Francisco, Teresa Mendonça, Jorge S. Marques
2013	—	`conf`	Bag-of-Features Classification Model for the Diagnose of Melanoma in Dermoscopy Images Using Color and Texture Descriptors. ICIAR Catarina Barata, Jorge S. Marques, Teresa Mendonça
2013	—	`conf`	Evaluation of Color Based Keypoints and Features for the Classification of Melanomas Using the Bag-of-Features Model. ISVC (1) Catarina Barata, Jorge S. Marques, Jorge Rozeira
2013	C	`conf`	On the role of shape in the detection of melanomas. ISPA Margarida Ruela, Catarina Barata, Teresa Mendonça, Jorge S. Marques
2013	Misc	`conf`	The Role of Keypoint Sampling on the Classification of Melanomas in Dermoscopy Images Using Bag-of-Features. IbPRIA Catarina Barata, Jorge S. Marques, Jorge Rozeira
2013	C	`conf`	Towards an automatic bag-of-features model for the classification of dermoscopy images: The influence of segmentation. ISPA Catarina Barata, Jorge S. Marques, M. Emre Celebi
2013	—	`conf`	What Is the Role of Color Symmetry in the Detection of Melanomas? ISVC (1) Margarida Ruela, Catarina Barata, Jorge S. Marques
2013	Misc	`conf`	What Is the Role of Color in Dermoscopy Analysis? IbPRIA Margarida Ruela, Catarina Barata, Teresa Mendonça, Jorge S. Marques
2012	J	`jnl`	A System for the Detection of Pigment Network in Dermoscopy Images Using Directional Filters. IEEE Trans. Biomed. Eng. Catarina Barata, Jorge S. Marques, Jorge Rozeira
2012	—	`conf`	A system for the automatic detection of pigment network. ISBI Catarina Barata, Jorge S. Marques, Jorge Rozeira
2012	—	`conf`	On the role of texture and color in the classification of dermoscopy images. EMBC Jorge S. Marques, Catarina Barata, Teresa Mendonça
2011	—	`conf`	Detecting the pigment network in dermoscopy images: A directional approach. EMBC Catarina Barata, Jorge S. Marques, Jorge Rozeira