Tootfinder

Propuesta de implementaci\'on de cat\'alogos federados para espacios de datos sobre DataHub
Carlos Aparicio de Santiago, Pablo Vi\~nuales Esquinas, Irene Plaza Ortiz, Andres Munoz-Arcentales, Gabriel Huecas, Joaqu\'in Salvach\'ua, Enrique Barra
https://arxiv.org/abs/2509.17649

Propuesta de implementación de catálogos federados para espacios de datos sobre DataHub
In the digital era, data spaces are emerging as key ecosystems for the secure and controlled exchange of information among participants. To achieve this, components such as metadata catalogs and data space connectors are essential. This document proposes an implementation and integration solution for both elements, considering standardization guidelines for data formats, metadata, and protocols, which ensures interoperability. A hybrid solution is presented: DataHub is used as a federated catal…

Intelligent Healthcare Ecosystems: Optimizing the Iron Triangle of Healthcare (Access, Cost, Quality)
Vivek Acharya
https://arxiv.org/abs/2510.03331 https://

Intelligent Healthcare Ecosystems: Optimizing the Iron Triangle of Healthcare (Access, Cost, Quality)
The United States spends nearly 17% of GDP on healthcare yet continues to face uneven access and outcomes. This well-known trade-off among cost, quality, and access - the "iron triangle" - motivates a system-level redesign. This paper proposes an Intelligent Healthcare Ecosystem (iHE): an integrated, data-driven framework that uses generative AI and large language models, federated learning, interoperability standards (FHIR, TEFCA), and digital twins to improve access and quality while lowering…