Julio Silva-Rodríguez

Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection

Julio Silva-Rodríguez, Adrián Colomer, María A. Sales et al. · Computer Methods and Programs in Biomedicine · 2020 · 145 citations · Full text

Urology, Engineering, Cribriform Pattern Detection +13

A Foundation Language-Image Model of the Retina (FLAIR): encoding expert knowledge in text supervision

Julio Silva-Rodríguez, Hadi Chakor, Riadh Kobbi et al. · Medical Image Analysis · 2024 · 62 citations

Natural Language Processing, Multimodal Llm, Knowledge Representation +12

WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images

Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo · Computerized Medical Imaging and Graphics · 2021 · 50 citations · Full text

Convolutional Neural Network, Engineering, Prostate Histology Images +16

Self-Learning for Weakly Supervised Gleason Grading of Local Patterns

Julio Silva-Rodríguez, Adrián Colomer, José Dolz et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 38 citations · Full text

A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models

Julio Silva-Rodríguez, Sina Hajimiri, Ismail Ben Ayed et al. · 2024 · 29 citations