9 citations · 17 across the 12 of their papers we have counts for
3 papers · 1 filter
Enhancing Whole Slide Image Classification through Supervised Contrastive Domain Adaptation
Ilán Carretero, Pablo Meseguer, Rocío del Amor +1
Domain shift in the field of histopathological imaging is a common phenomenon due to the intra- and inter-hospital variability of staining and digitization protocols. The implement…
Foundation Models for Slide-level Cancer Subtyping in Digital Pathology
Pablo Meseguer, Rocío del Amor, Adrian Colomer +1
Since the emergence of the ImageNet dataset, the pretraining and fine-tuning approach has become widely adopted in computer vision due to the ability of ImageNet-pretrained models…
MI-VisionShot: Few-shot adaptation of vision-language models for slide-level classification of histopathological images
Pablo Meseguer, Rocío del Amor, Valery Naranjo
Vision-language supervision has made remarkable strides in learning visual representations from textual guidance. In digital pathology, vision-language models (VLM), pre-trained on…