Catarina Barata

2.5k total citations
40 papers, 1.4k citations indexed

About

Catarina Barata is a scholar working on Oncology, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Catarina Barata has authored 40 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 25 papers in Oncology, 22 papers in Artificial Intelligence and 10 papers in Computer Vision and Pattern Recognition. Recurrent topics in Catarina Barata's work include Cutaneous Melanoma Detection and Management (25 papers), AI in cancer detection (14 papers) and melanin and skin pigmentation (9 papers). Catarina Barata is often cited by papers focused on Cutaneous Melanoma Detection and Management (25 papers), AI in cancer detection (14 papers) and melanin and skin pigmentation (9 papers). Catarina Barata collaborates with scholars based in Portugal, United States and Italy. Catarina Barata's co-authors include Jorge S. Marques, M. Emre Celebi, Teresa Mendonça, Mariana Francisco, Jorge Rozeira, Alceu Bissoto, Sandra Avila, Eduardo Valle, Jacinto C. Nascimento and Kumar Abhishek and has published in prestigious journals such as Nature Medicine, Pattern Recognition and Pattern Recognition Letters.

In The Last Decade

Catarina Barata

40 papers receiving 1.3k citations

Peers

Catarina Barata

ONCOL

EPIDE

CVPR

Jorge Rozeira Portugal

Irene Fondón Spain

Euijoon Ahn Australia

Fengying Xie China

Lei Bi Australia

Rahil Garnavi Australia

Aledir Silveira Pereira Brazil

Amirreza Mahbod Austria

Manu Goyal United Kingdom

Achim Hekler Germany

Jorge Rozeira Portugal

Catarina Barata

916 ×0.9

ONCOL

695 ×0.8

251 ×0.9

EPIDE

219 ×0.9

CVPR

133 ×1.0

Citations per year, relative to Catarina Barata Catarina Barata (= 1×) peers Jorge Rozeira

Countries citing papers authored by Catarina Barata

Since Specialization

Citations

This map shows the geographic impact of Catarina Barata's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Catarina Barata with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Catarina Barata more than expected).

Fields of papers citing papers by Catarina Barata

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Catarina Barata. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Catarina Barata. The network helps show where Catarina Barata may publish in the future.

Co-authorship network of co-authors of Catarina Barata

This figure shows the co-authorship network connecting the top 25 collaborators of Catarina Barata. A scholar is included among the top collaborators of Catarina Barata based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Catarina Barata. Catarina Barata is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Barata, Catarina, Alice Geminiani, J. Bernardo Barahona‐Corrêa, et al.. (2024). Attention Analysis in Robotic-Assistive Therapy for Children With Autism. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32. 2220–2229. 1 indexed citations

Barata, Catarina, et al.. (2024). Extending 3D Body Pose Estimation for Robotic-Assistive Therapies of Autistic Children. 520–525. 1 indexed citations

Bissoto, Alceu, et al.. (2024). Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. 5231–5240. 1 indexed citations

Bissoto, Alceu, et al.. (2024). MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. 2395–2403. 1 indexed citations

Sangers, Tobias E., Harald Kittler, Andreas Blum, et al.. (2023). Position statement of the EADV Artificial Intelligence (AI) Task Force on AI‐assisted smartphone apps and web‐based services for skin disease. Journal of the European Academy of Dermatology and Venereology. 38(1). 22–30. 23 indexed citations

Mirikharaji, Zahra, Kumar Abhishek, Alceu Bissoto, et al.. (2023). A survey on deep learning for skin lesion segmentation. Medical Image Analysis. 88. 102863–102863. 90 indexed citations

Barata, Catarina, Veronica Rotemberg, Noel Codella, et al.. (2023). A reinforcement learning model for AI-based decision support in skin cancer. Nature Medicine. 29(8). 1941–1946. 50 indexed citations

Mendes, António José & Catarina Barata. (2023). Intrapatient Diagnosis for Melanoma Skin Cancer. 1–4. 1 indexed citations

Weber, Jochen, Catarina Barata, Elizabeth Berry, et al.. (2022). Theory-Based Approaches to Support Dermoscopic Image Interpretation Education: A Review of the Literature. Dermatology Practical & Conceptual. 12(4). e2022188–e2022188. 3 indexed citations

10.

Weber, Jochen, Catarina Barata, Elizabeth Berry, et al.. (2022). Instructional Strategies to Enhance Dermoscopic Image Interpretation Education: A Review of the Literature. Dermatology Practical & Conceptual. e2022189–e2022189. 2 indexed citations

11.

Barata, Catarina, et al.. (2022). On The Impact of Self-Supervised Learning in Skin Cancer Diagnosis. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI). 1–5. 3 indexed citations

12.

Silva, Bárbara V., Alice Geminiani, Ivana Olivieri, et al.. (2022). Sharing Worlds: Design of a Real-Time Attention Classifier for Robotic Therapy of ASD Children. PubMed. 2022. 1–6. 3 indexed citations

13.

Barata, Catarina, Jacinto C. Nascimento, João M. Lemos, & Jorge S. Marques. (2020). Sparse motion fields for trajectory prediction. Pattern Recognition. 110. 107631–107631. 19 indexed citations

14.

Barata, Catarina, Mário A. T. Figueiredo, & Jorge S. Marques. (2019). Multiple Motion Fields for Multiple Types of Agents. 36. 1287–1291. 1 indexed citations

15.

Barata, Catarina, M. Emre Celebi, & Jorge S. Marques. (2018). A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer. IEEE Journal of Biomedical and Health Informatics. 23(3). 1096–1109. 135 indexed citations

16.

Barata, Catarina, Jacinto C. Nascimento, & Jorge S. Marques. (2017). A sparse approach to pedestrian trajectory modeling using multiple motion fields. 2538–2542. 5 indexed citations

17.

Barata, Catarina, et al.. (2015). A system for the detection of melanomas in dermoscopy images using shape and symmetry features. Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization. 5(2). 127–137. 42 indexed citations

18.

Barata, Catarina, M. Emre Celebi, & Jorge S. Marques. (2015). Melanoma detection algorithm based on feature fusion. PubMed. 2015. 2653–2656. 30 indexed citations

19.

Marques, Jorge S., Catarina Barata, & Teresa Mendonça. (2012). On the role of texture and color in the classification of dermoscopy images. PubMed. 2012. 4402–4405. 27 indexed citations

20.

Barata, Catarina, Jorge S. Marques, & Jorge Rozeira. (2011). Detecting the pigment network in dermoscopy images: A directional approach. PubMed. 4. 5120–5123. 15 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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