Concepedia

Alfonso Medela

AM

8

Publications

545

Citations

8

H-Index

2019

Active since

Affiliations

University of the Basque Country(Current)

Biogipuzkoa Health Research Institute

Euskadiko Parke Teknologikoa

Imperial College London

Bioef - Fundación Vasca de Innovación e Investigación Sanitarias

Alfonso Medela is an author at University of the Basque Country specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData SciencePattern RecognitionMedicineRadiologyDeep LearningImage AnalysisMedical ImagingDigital Pathology

Publications per year

2019–2023

8

Publications

8

Few-Shot Learning approach for plant disease classification using images taken in the field

David Argüeso, Artzai Picón, Unai Irusta et al. · Computers and Electronics in Agriculture · 2020 · 345 citations

Few-shot Learning, Image Classification, Image Analysis +9

Few Shot Learning in Histopathological Images:Reducing the Need of Labeled Data on Biological Datasets

Alfonso Medela, Artzai Picón, Cristina L. Saratxaga et al. · 2019 · 65 citations · Full text

Few-shot Learning, Convolutional Neural Network, Multiple Instance Learning +26

Automatic SCOring of Atopic Dermatitis Using Deep Learning: A Pilot Study

Alfonso Medela, Taig Mac Carthy, Andy Aguilar et al. · JID Innovations · 2022 · 33 citations · Full text

Artificial Intelligence, Automatic Scorad, Engineering +19

Constellation Loss: Improving the Efficiency of Deep Metric Learning Loss Functions for the Optimal Embedding of histopathological images

Alfonso Medela, Artzai Picón · Journal of Pathology Informatics · 2020 · 24 citations · Full text

Automatic International Hidradenitis Suppurativa Severity Score System (AIHS4): A novel tool to assess the severity of hidradenitis suppurativa using artificial intelligence

Ignacio Hernández Montilla, Alfonso Medela, Taig Mac Carthy et al. · Skin Research and Technology · 2023 · 24 citations · Full text

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