Profil bibliographique

Paula Cárdenas

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5Publications signalées
6Citations signalées
0Affiliations récentes

Les domaines associés

Gene expression and cancer classificationSingle-cell and spatial transcriptomicsMolecular Biology Techniques and ApplicationsAI in cancer detectionDomain Adaptation and Few-Shot Learning

Les publications récentes

Accès ouvert 2026 preprint OpenAlex

Hyperbolic Contrastive Learning with Entailment for Spatial Transcriptomics

Daniela Vega, Paula Cárdenas, Hannah Ceballos, Leonardo Manrique et autres

Spatial Transcriptomics (ST) has transformed biomedical research by enabling the spatial mapping of gene expression across tissue sections. However, high operational costs, specialized equipment requirements, and sensitivity to experimental noise limit the accessibility and scalability of ST. Recent computer vision approaches aim …

0 citations arXiv (Cornell University)
Accès ouvert 2024 preprint OpenAlex

SpaRED benchmark: Enhancing Gene Expression Prediction from Histology Images with Spatial Transcriptomics Completion

Gabriel Mejia, Daniela Ruiz, Paula Cárdenas, Leonardo Manrique et autres

Spatial Transcriptomics is a novel technology that aligns histology images with spatially resolved gene expression profiles. Although groundbreaking, it struggles with gene capture yielding high corruption in acquired data. Given potential applications, recent efforts have focused on predicting transcriptomic profiles solely from …

0 citations arXiv (Cornell University)
Profil ORCIDNotice OpenAlex

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