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2020 – today
- 2024
[j14]Alceu Bissoto
, Catarina Barata, Eduardo Valle, Sandra Avila:
Even small correlation and diversity shifts pose dataset-bias issues. Pattern Recognit. Lett. 179: 87-93 (2024)- [c44]Laura Santos, Bernardo Carvalho, Catarina Barata, José Santos-Victor:
Extending 3D Body Pose Estimation for Robotic-Assistive Therapies of Autistic Children. BioRob 2024: 520-525 - [c43]Tiago Mota, Maria Rita Verdelho, Diogo J. Araújo, Alceu Bissoto, Carlos Santiago, Catarina Barata:
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. CVPR Workshops 2024: 2395-2403 - [c42]D. J. Araújo, Maria Rita Verdelho, Alceu Bissoto, J. C. Nascimento, C. Santiago, Catarina Barata:
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. CVPR Workshops 2024: 5231-5240 - [c41]Filipe Ribeiro, Catarina Barata, João Ribeiro, João Sanches:
Real time automatic risk prediction in ICU patients treated with ECMO. EMBC 2024: 1-4 - [i9]Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata:
XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision. CoRR abs/2402.01410 (2024) - [i8]Laura Santos, Bernardo Carvalho, Catarina Barata, José Santos-Victor:
Extending 3D body pose estimation for robotic-assistive therapies of autistic children. CoRR abs/2402.08006 (2024) - [i7]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 abs/2405.01654 (2024) - [i6]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 abs/2405.01658 (2024) - [i5]Kirill Sirotkin, Marcos Escudero-Viñolo, Pablo Carballeira, Mayug Maniparambil, Catarina Barata, Noel E. O'Connor:
Pinpoint Counterfactuals: Reducing social bias in foundation models via localized counterfactual generation. CoRR abs/2412.09160 (2024) - 2023
- [j13]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: 102863 (2023) - [j12]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): 143-144 (2023) - [c40]António Mendes, Catarina Barata:
Intrapatient Diagnosis for Melanoma Skin Cancer. ISBI 2023: 1-4 - [c39]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Test-Time Selection for Robust Skin Lesion Analysis. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 37-46 - [c38]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: 47-56 - [e1]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:
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. Lecture Notes in Computer Science 14393, Springer 2023, ISBN 978-3-031-47400-2 [contents] - [i4]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues. CoRR abs/2305.05807 (2023) - [i3]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Test-Time Selection for Robust Skin Lesion Analysis. CoRR abs/2308.05595 (2023) - 2022
- [j11]M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu:
Guest editorial: Image analysis in dermatology. Medical Image Anal. 79: 102468 (2022) - [c37]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Artifact-Based Domain Generalization of Skin Lesion Models. ECCV Workshops (4) 2022: 133-149 - [c36]Beatriz Alves, Catarina Barata, Jorge S. Marques:
Diagnosis of Skin Cancer Using Hierarchical Neural Networks and Metadata. IbPRIA 2022: 69-80 - [c35]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*. ICORR 2022: 1-6 - [c34]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: 123-132 - [c33]Sara Fernandes, Milad Niknejad, Catarina Barata, Alexandre Bernardino:
Forest Fires Identification Using Self-Supervised Learning. ICPR Workshops (2) 2022: 203-212 - [c32]Bernardo Amaral, Milad Niknejad, Catarina Barata, Alexandre Bernardino:
Weakly Supervised Fire and Smoke Segmentation in Forest Images with CAM and CRF. ICPR 2022: 442-448 - [c31]Pedro Bilro, Catarina Barata, Jorge S. Marques:
Pedestrian Trajectory Prediction Using LSTM and Sparse Motion Fields. ICPR 2022: 3529-3535 - [c30]Maria Rita Verdelho, Catarina Barata:
On The Impact of Self-Supervised Learning in Skin Cancer Diagnosis. ISBI 2022: 1-5 - [c29]Maria Rita Verdelho, Simão Gonçalves, Luisa Gonçalves, Catarina Costa, José M. Lopes, Margarida M. V. Coelho, Alexandre João, Paula Soares, Helena Pópulo, Catarina Barata:
Predictive Biomarkers in Melanoma: Detection of BRAF Mutation Using Dermoscopy. AIIIMA/MIABID@MICCAI 2022: 176-186 - [i2]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 abs/2206.00356 (2022) - [i1]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Artifact-Based Domain Generalization of Skin Lesion Models. CoRR abs/2208.09756 (2022) - 2021
- [j10]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
Explainable skin lesion diagnosis using taxonomies. Pattern Recognit. 110: 107413 (2021) - [j9]Carlos Santiago, Catarina Barata, Michele Sasdelli, Gustavo Carneiro, Jacinto C. Nascimento:
LOW: Training deep neural networks by learning optimal sample weights. Pattern Recognit. 110: 107585 (2021) - [j8]Catarina Barata, Jacinto C. Nascimento, João Miranda Lemos, Jorge S. Marques:
Sparse motion fields for trajectory prediction. Pattern Recognit. 110: 107631 (2021) - [c28]Catarina Barata, Carlos Santiago:
Improving the Explainability of Skin Cancer Diagnosis Using CBIR. MICCAI (3) 2021: 550-559 - 2020
- [c27]Catarina Barata, Carlos Santiago:
How Important Is Each Dermoscopy Image? CVPR Workshops 2020: 3202-3210
2010 – 2019
- 2019
- [j7]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): 1096-1109 (2019) - [c26]Catarina Barata, Jorge S. Marques, M. Emre Celebi:
Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions. CVPR Workshops 2019: 2757-2765 - [c25]Bárbara Ferreira, Catarina Barata, Jorge S. Marques:
What Is the Role of Annotations in the Detection of Dermoscopic Structures? IbPRIA (2) 2019: 3-11 - [c24]Ana Portêlo, Andrea Cavallaro, Catarina Barata, Jorge S. Marques:
Description and Recognition of Activity Patterns Using Sparse Vector Fields. IbPRIA (1) 2019: 239-248 - [c23]Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques:
Multiple Agents Representation Using Motion Fields. ICASSP 2019: 2007-2011 - [c22]Catarina Barata, Mário A. T. Figueiredo, Jorge S. Marques:
Multiple Motion Fields for Multiple Types of Agents. ICIP 2019: 1287-1291 - [c21]Catarina Barata, Jorge S. Marques:
Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures. ISBI 2019: 841-845 - 2018
- [c20]Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques:
Improving a Switched Vector Field Model for Pedestrian Motion Analysis. ACIVS 2018: 3-13 - [c19]Ana Portêlo, Jorge S. Marques, Catarina Barata, João Miranda Lemos:
Distributed Estimation of Vector Fields. ACIVS 2018: 38-50 - [c18]Catarina Barata, João Miranda Lemos, Jorge S. Marques:
Estimation of Space-Varying Covariance Matrices. ICIP 2018: 4003-4007 - 2017
- [j6]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): 127-137 (2017) - [j5]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
Development of a clinically oriented system for melanoma diagnosis. Pattern Recognit. 69: 270-285 (2017) - [c17]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: 528-536 - [c16]Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques:
A sparse approach to pedestrian trajectory modeling using multiple motion fields. ICIP 2017: 2538-2542 - 2016
- [j4]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: 124-137 (2016) - 2015
- [j3]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
Improving Dermoscopy Image Classification Using Color Constancy. IEEE J. Biomed. Health Informatics 19(3): 1146-1152 (2015) - [c15]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
Melanoma detection algorithm based on feature fusion. EMBC 2015: 2653-2656 - [c14]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
A clinically oriented system for melanoma diagnosis using a color representation. EMBC 2015: 7462-7465 - [c13]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
Color Detection in Dermoscopy Images Based on Scarce Annotations. IbPRIA 2015: 309-316 - 2014
- [j2]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): 965-979 (2014) - [c12]Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques:
Color identification in dermoscopy images using Gaussian mixture models. ICASSP 2014: 3611-3615 - [c11]Catarina Barata, Jorge S. Marques, M. Emre Celebi:
Improving dermoscopy image analysis using color constancy. ICIP 2014: 3527-3531 - 2013
- [c10]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: 715-723 - [c9]Margarida Ruela, Catarina Barata, Teresa Mendonça, Jorge S. Marques:
What Is the Role of Color in Dermoscopy Analysis? IbPRIA 2013: 819-826 - [c8]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: 547-555 - [c7]Margarida Ruela, Catarina Barata, Teresa Mendonça, Jorge S. Marques:
On the role of shape in the detection of melanomas. ISPA 2013: 268-273 - [c6]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: 274-279 - [c5]Margarida Ruela, Catarina Barata, Jorge S. Marques:
What Is the Role of Color Symmetry in the Detection of Melanomas? ISVC (1) 2013: 1-10 - [c4]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: 40-49 - 2012
- [j1]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): 2744-2754 (2012) - [c3]Jorge S. Marques, Catarina Barata, Teresa Mendonça:
On the role of texture and color in the classification of dermoscopy images. EMBC 2012: 4402-4405 - [c2]Catarina Barata, Jorge S. Marques, Jorge Rozeira:
A system for the automatic detection of pigment network. ISBI 2012: 1651-1654 - 2011
- [c1]Catarina Barata, Jorge S. Marques, Jorge Rozeira:
Detecting the pigment network in dermoscopy images: A directional approach. EMBC 2011: 5120-5123
Coauthor Index
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last updated on 2025-01-21 21:21 CET by the dblp team
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