Adrian Galdran

Employment

• Tecnalia Ramon y Cajal / Ikerbasque Research Fellow
  2024 - Present
• Computer Vision Center Ramon y Cajal Fellow
  2024 - 2024
• Universitat Pompeu Fabra Marie S. Curie Researcher
  2022 - 2024
• University of Adelaide Marie S. Curie Researcher
  2021 - 2022
• Bournemouth University Senior Lecturer
  2019 - 2021
• École de Technologie Supérieure Post-Doctoral Researcher
  2018 - 2019
• INESC TEC Post-Doctoral Researcher
  2016 - 2018
• Tecnalia PhD Student
  2010 - 2015
• BCAM Master Student
  2009 - 2010

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (91)

• Multi-Rater Calibration Error Estimation
  2026 DOI: 10.1007/978-3-032-06593-3_14
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• Is Synthetic Image Augmentation Useful for Imbalanced Classification Problems? Case-Study on the MIDOG2025 Track 2 Atypical Classification Challenge
  2026 DOI: 10.1007/978-3-032-25180-0_17
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• Understanding metric-related pitfalls in image analysis validation
  arXiv 2023 DOI: 10.48550/arXiv.2302.01790
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• Why is the winner the best?
  arXiv 2023 DOI: 10.48550/arXiv.2303.17719
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• On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness
  2023 DOI: 10.1007/978-3-031-26354-5_4
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• Multi-Head Multi-Loss Model Calibration
  arXiv 2023 DOI: 10.48550/arXiv.2303.01099
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• Author Correction: State-of-the-art retinal vessel segmentation with minimalistic models (Scientific Reports, (2022), 12, 1, (6174), 10.1038/s41598-022-09675-y)
  Scientific Reports 2023 DOI: 10.1038/s41598-023-40057-0
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• AIROGS: ARTIFICIAL INTELLIGENCE FOR ROBUST GLAUCOMA SCREENING CHALLENGE
  arXiv 2023 DOI: 10.48550/arXiv.2302.01738
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• Calibrating segmentation networks with margin-based label smoothing
  Medical Image Analysis 2023 DOI: 10.1016/j.media.2023.102826
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• Understanding metric-related pitfalls in image analysis validation.
  ArXiv 2023
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