Alfonso Medela

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