Sandra Morales

Challenging mitosis detection algorithms: Global labels allow centroid localization

Mitotic activity is a crucial proliferation biomarker for the diagnosis and prognosis of different types of cancers. Nevertheless, mitosis counting is a cumbersome process for pathologists, prone...

Segmentation and Analysis of Retinal Vascular Tree from Fundus Images Processing

Determination of Bifurcation Angles of the Retinal Vascular Tree through Multiple Orientation Estimation based on Regularized Morphological Openings

Deep-Learning-Based Classification of Rat OCT Images After Intravitreal Injection of ET-1 for Glaucoma Understanding

Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models

Automatic detection of optic disc based on PCA and stochastic watershed

Towards Automatic Glaucoma Assessment: An Encoder-decoder CNN for Retinal Layer Segmentation in Rodent OCT images

Optic cup characterization through sparse representation and dictionary learning

Glaucoma diagnosis by means of optic cup feature analysis in color fundus images

Determination of retinal network skeleton through mathematical morphology

Probability density function of object contours using regional regularized stochastic watershed

Detection of diabetic retinopathy and age-related macular degeneration from fundus images through local binary patterns and random forests

A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images

Significant point characterization in fundus images

Image-asssited system for the diagnosis of bladder tumor recurrence

Feature extraction for retinal vascular network classification

DualDiT: A Conditional Dual-Output Diffusion Transformer for Joint OCT Image and Segmentation Mask Generation

Background and Objective: Generating realistic medical images with anatomically accurate segmentation masks helps address the shortage of annotated data in medical imaging, particularly in optical...