3 papers
Defect Segmentation in OCT scans of ceramic parts for non-destructive inspection using deep learning
Andrés Laveda-MartÃnez, Natalia P. GarcÃa-de-la-Puente, Fernando GarcÃa-Torres +6
Non-destructive testing (NDT) is essential in ceramic manufacturing to ensure the quality of components without compromising their integrity. In this context, Optical Coherence Tom…
BlastDiffusion: A Latent Diffusion Model for Generating Synthetic Embryo Images to Address Data Scarcity in In Vitro Fertilization
Alejandro Golfe, Natalia P. GarcÃa-de-la-puente, Adrián Colomer +1
Accurately identifying oocytes that progress to the blastocyst stage is crucial in reproductive medicine, but the limited availability of annotated high-quality embryo images prese…
Foundation Models for Slide-level Cancer Subtyping in Digital Pathology
Pablo Meseguer, RocÃo 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…