Few Shot Learning in Histopathological Images: Reducing the Need of Labeled Data on Biological Datasets. - Alfonso Medela; Artzai Picón; Cristina López Saratxaga; Oihana Belar; Virginia Cabezón; Riccardo Cicchi; Roberto Bilbao; Ben Glover (ISBI, 2019)

Constellation Loss: Improving the efficiency of deep metric learning loss functions for optimal embedding. - Alfonso Medela; Artzai Picón (CoRR, 2019)

Few-Shot Learning approach for plant disease classification using images taken in the field. - David Argüeso; Artzai Picón; Unai Irusta; Alfonso Medela; Miguel G. San-Emeterio; Arantza Bereciartua 001; Aitor Alvarez-Gila (Comput. Electron. Agric., 2020)

Autofluorescence Image Reconstruction and Virtual Staining for In-Vivo Optical Biopsying. - Artzai Picón; Alfonso Medela; Luisa F. Sánchez-Peralta; Riccardo Cicchi; Roberto Bilbao; Domenico Alfieri; Andoni Elola; Ben Glover; Cristina López Saratxaga (IEEE Access, 2021)

Enhanced Dermatology Image Quality Assessment via Cross-Domain Training. - Ignacio Hernández Montilla; Alfonso Medela; Paola Pasquali; Andy Aguilar; Taig Mac Carthy; Gerardo Fernández; Antonio Martorell; Enrique Onieva (CoRR, 2025)