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C

Catarina Barata

instituto superior técnico and university of lisbon

22H-index
89Paper Count
2.5KCitation Count
Published Papers 22
Publication Date
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Smartphone Applications in Dermatology With Special Focus on AI: A European-Continent-Based Review
errInternational Journal of Dermatology
IF3.2
err2026-09-11
err0
errOAAI
errTobias Sangers; Ahmad Naweed Shifai; Davide Giovanni Jacob Pasqualini; Catarina Barata; Ralph Braun; Titus Josef Brinker; Alessandra Cartocci; Ben Esdaile; Simone Goldinger; Pascale Guitera; Holger Haenssle; Harald Kittler; Jilliana Monnier; Cristián Navarrete-Dechent; Sebastian Podlipnik; Laura Serra-García; Wilhelm Stolz; Kenneth Thomsen; Philipp Tschandl; Linda Tognetti; Elsemieke Plasmeijer; Remco van Doorn; Josep Malvehy; the EADV AI Task Force
errShare
errSave
AI assistance enables surgical residents to accurately annotate anatomical structures in laparoscopic surgery
errScientific Reports
IF3.9
err2026-09-09
err0
errOAAI
errAntonio Sampaio Soares; Laura Teixeira Castro; Patricia Martins; Margarida Pascoal; Frederico Afonso; Lorenzo Arboit; Marta Goglia; Giuseppe Massimiani; Pietro Mascagni; Manish Chand; Sophia Bano; Catarina Barata
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errSave
Incubating Artificial Intelligence (AI) Initiatives and Careers in Dermatology
errJournal of Investigative Dermatology
IF5.7
err2026-04-01
err0
PREAI
errShannon Wongvibulsin; Clare A. Primiero; Adewole S. Adamson; Catarina Barata; Brigid Betz-Stablein; M. Emre Celebi; Benoit Dawant; Pascale Guitera; Kristen M. Kelly; Harald Kittler; Kivanc Kose; Bennett Landman; Julia S. Lehman; Yihao Liu; Andrew McNeil; Josep Malvehy; Lara V. Maul; Aimee S. Payne; Inga Saknite; Yevgeniy R. Semenov
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errSave
Continual Deep Active Learning for Medical Imaging: Replay-Based Architecture for Context Adaptation
errPATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT II
IF0
err2026-01-01
err0
PREAI
errDaniel, Rui; Verdelho, Maria Rita; Barata, Catarina; Santiago, Carlos
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errSave
MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning
errPATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT II
IF0
err2026-01-01
err0
PREAI
errVerdelho, Maria Rita; Bernardino, Alexandre; Barata, Catarina
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errSave
Prediction of 30-Day Hospital Readmission with Clinical Notes and EHR Information
errPATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT II
IF0
err2026-01-01
err0
PREAI
errAlmeida, Tiago; Moreno, Plinio; Barata, Catarina
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errSave
Special Issue on Artificial Intelligence in Dermatology: A Call for Collaborative Innovation
errDERMATOLOGY PRACTICAL & CONCEPTUAL
IF2.3
err2025-10-01
err0
errOAAI
errKittler, Harald; Tschandl, Philipp; Barata, Catarina; Ge, Zongyuan; Halpern, Allan; Malvehy, Josep; Argenziano, Giuseppe
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errSave
Even small correlation and diversity shifts pose dataset-bias issues
errPATTERN RECOGNITION LETTERS
IF3.3
err2024-03-01
err1
errOAAI
errBissoto, Alceu; Barata, Catarina; Valle, Eduardo; Avila, Sandra
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errSave
Position statement of the EADV Artificial Intelligence (AI) Task Force on AI-assisted smartphone apps and web-based services for skin disease
errJOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY
IF8
err2023-09-27
err19
errOAAI
errSangers, Tobias E.; Kittler, Harald; Blum, Andreas; Braun, Ralph P.; Barata, Catarina; Cartocci, Alessandra; Combalia, Marc; Esdaile, Ben; Guitera, Pascale; Haenssle, Holger A.; Kvorning, Niels; Lallas, Aimilios; Navarrete-Dechent, Cristian; Navarini, Alexander A.; Podlipnik, Sebastian; Rotemberg, Veronica; Soyer, H. Peter; Tognetti, Linda; Tschandl, Philipp; Malvehy, Josep
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A survey on deep learning for skin lesion segmentation
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-08-01
err36
errOAAI
errMirikharaji, Zahra; Abhishek, Kumar; Bissoto, Alceu; Barata, Catarina; Avila, Sandra; Valle, Eduardo; Celebi, M. Emre; Hamarneh, Ghassan
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errSave
A reinforcement learning model for AI-based decision support in skin cancer
errNATURE MEDICINE
IF50
err2023-07-27
err30
errOAAI
errBarata, Catarina; Rotemberg, Veronica; Codella, Noel C. F.; Tschandl, Philipp; Rinner, Christoph; Akay, Bengu Nisa; Apalla, Zoe; Argenziano, Giuseppe; Halpern, Allan; Lallas, Aimilios; Longo, Caterina; Malvehy, Josep; Puig, Susana; Rosendahl, Cliff; Soyer, H. Peter; Zalaudek, Iris; Kittler, Harald
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errSave
Guest Editorial Skin Image Analysis in the Age of Deep Learning
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-01-01
err6
errOAAI
errCelebi, M. Emre; Barata, Catarina; Halpern, Allan; Tschandl, Philipp; Combalia, Marc; Liu, Yuan
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errSave
Editorial Guest editorial: Image analysis in dermatology
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-07-01
err0
PREAI
errCelebi, M. Emre; Barata, Catarina; Halpern, Allan; Tschandl, Philipp; Combalia, Marc; Liu, Yuan
errShare
errSave
Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology CLEAR Derm Consensus Guidelines From the International Skin Imaging Collaboration Artificial Intelligence Working Group
errJAMA DERMATOLOGY
IF11
err2022-01-01
err77
errOAAI
errDaneshjou, Roxana; Barata, Catarina; Betz-Stablein, Brigid; Celebi, M. Emre; Codella, Noel; Combalia, Marc; Guitera, Pascale; Gutman, David; Halpern, Allan; Helba, Brian; Kittler, Harald; Kose, Kivanc; Liopyris, Konstantinos; Malvehy, Josep; Seog, Han Seung; Soyer, H. Peter; Tkaczyk, Eric R.; Tschandl, Philipp; Rotemberg, Veronica
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Original Research Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts
errEUROPEAN JOURNAL OF CANCER
IF7.1
err2021-10-01
err123
errOAAI
errHaggenmueller, Sarah; Maron, Roman C.; Hekler, Achim; Utikal, Jochen S.; Barata, Catarina; Barnhill, Raymond L.; Beltraminelli, Helmut; Berking, Carola; Betz-Stablein, Brigid; Blum, Andreas; Braun, Stephan A.; Carr, Richard; Combalia, Marc; Fernandez-Figueras, Maria-Teresa; Ferrara, Gerardo; Fraitag, Sylvie; French, Lars E.; Gellrich, Frank F.; Ghoreschi, Kamran; Goebeler, Matthias; Guitera, Pascale; Haenssle, Holger A.; Haferkamp, Sebastian; Heinzerling, Lucie; V. Heppt, Markus; Hilke, Franz J.; Hobelsberger, Sarah; Krahl, Dieter; Kutzner, Heinz; Lallas, Aimilios; Liopyris, Konstantinos; Llamas-Velasco, Mar; Malvehy, Josep; Meier, Friedegund; Mueller, Cornelia S. L.; Navarini, Alexander A.; Navarrete-Dechent, Cristian; Perasole, Antonio; Poch, Gabriela; Podlipnik, Sebastian; Requena, Luis; Rotemberg, Veronica M.; Saggini, Andrea; Sangueza, Omar P.; Santonja, Carlos; Schadendorf, Dirk; Schilling, Bastian; Schlaak, Max; Schlager, Justin G.; Sergon, Mildred; Sondermann, Wiebke; Soyer, H. Peter; Starz, Hans; Stolz, Wilhelm; Vale, Esmeralda; Weyers, Wolfgang; Zink, Alexander; Krieghoff-Henning, Eva; Kather, Jakob N.; von Kalle, Christof; Lipka, Daniel B.; Froehling, Stefan; Hauschild, Axel; Kittler, Harald; Brinker, Titus J.
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errSave
LOW: Training deep neural networks by learning optimal sample weights
errPATTERN RECOGNITION
IF7.6
err2021-02-01
err20
PREAI
errSantiago, Carlos; Barata, Catarina; Sasdelli, Michele; Carneiro, Gustavo; Nascimento, Jacinto C.
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errSave
Explainable skin lesion diagnosis using taxonomies
errPATTERN RECOGNITION
IF7.6
err2021-02-01
err72
PREAI
errBarata, Catarina; Celebi, M. Emre; Marques, Jorge S.
errShare
errSave
Sparse motion fields for trajectory prediction
errPATTERN RECOGNITION
IF7.6
err2021-02-01
err12
PREAI
errBarata, Catarina; Nascimento, Jacinto C.; Lemos, Joao M.; Marques, Jorge S.
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errSave
A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2019-05-01
err121
PREAI
errBarata, Catarina; Celebi, M. Emre; Marques, Jorge S.
errShare
errSave
Development of a clinically oriented system for melanoma diagnosis
errPATTERN RECOGNITION
IF7.6
err2017-09-01
err51
PREAI
errBarata, Catarina; Celebi, M. Emre; Marques, Jorge S.
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
D
Dirk Schadendorf
H-index: 182 · Papers: 2.4K
C
Christof von Kalle
H-index: 110 · Papers: 602
A
Axel Hauschild
H-index: 110 · Papers: 819
S
Susana Puig
H-index: 102 · Papers: 1.0K
G
Giuseppe Argenziano
H-index: 88 · Papers: 1.3K
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