Consulting and technical inspection services were conducted at FISAVI for the execution of the GeoHealth project: a Geographic Information System aimed at healthcare management and clinical, epidemiological, and translational research. A study of the technical architecture of the databases connected to GeoHealth was carried out to define the process followed for Extract, Transform, and Load (ETL) of data. Subsequently, consulting work was performed for the implementation of ETL. The open-source tools Usagi and WhiteRabbit, provided by the Observational Health Data Sciences and Informatics (OHDSI), were used.

InfoBANCO is the result of a Public Procurement of Innovation project aimed at building a regional data platform for research and healthcare management. It is a major innovation project that employs five clinical information standards. At Veratech, we created a clinical data repository (CDR) according to the openEHR standard as the core of a research and management platform, to be used as a source for data transformations (ETL processes) to other commonly used standards in clinical research (OMOP CDM, HL7 FHIR, CDISC ODM, i2b2). It is co-financed 50% by the European Regional Development Fund (ERDF) and aims to improve public services to citizens, enhance the competitiveness of businesses, and strengthen public-private collaboration.

The ABUCASIS database at INCLIVA contains health information about 3,799,885 individuals from the Valencian Community, representing 92% of the general population. In this work, the transformation of all these records to OMOP and multiple analyses of interest are carried out. Veratech for Health conducts consultancy work and clinical data validation.

The objective of this project has been to develop a working methodology that allows for the exploitation of information from the clinical notes of the University and Polytechnic Hospital La Fe in Valencia for the management of diabetic patients through the development of Machine Learning and Natural Language Processing techniques for the extraction of indicators and markers in narrative clinical reports. Veratech's work has focused on the methodology (including an annotation guide) and infrastructure for generating the training corpus and normalizing the information extracted from clinical texts to OMOP-CDM.

Between 2020 and 2023 we collaborated with the Ministry of Health in the construction of the SNOMED CT Navigator for the NHS. This browser provides public access to the contents of the SNOMED CT Spanish Extensions, allowing the search of SNOMED CT concepts, the visualization of their properties and relationships, the exploration of national reference sets, and the execution of ECL queries.

In 2008 we integrated an electronic medical record viewer at Consorcio Hospital General Universitario called Pangea. They now consider it as an application that is part of their core technology. Pangea has proven to be a robust and reliable solution, offering a wide range of benefits for patient search and clinical information management. Pangea has managed to meet important challenges along the way. Currently, the service serves an extensive patient base, managing information on more than 380,000 individuals. In addition, more than 2,000 physicians and nurses benefit from Pangea's capabilities to effectively access and use clinical information. The overall impression of Pangea among users is extremely positive, backed by its long history and its ability to provide a wide range of technological advances in the healthcare field.

The collaboration of Hospital 12 de Octubre with Veratech in the adoption of the OMOP model within the framework of the EHDEN project resulted in the generation and implementation of fully functional data repositories in the environment of the Hospital Universitario 12 de Octubre and Primary Care of Madrid within the framework of the EHDEN Consortium, participation in multiple study proposals in the OHDSI ecosystem, advances in healthcare R&D, and as a result, improved patient health.

In this project, Veratech for Health integrated a CERNER database related to obstetrics, normalizing terminologies to match OMOP standards. An OMOP database adapted to the project was created, implementing ETL for data translation and connection services with EHDEN to integrate the database. The result is a standardized database under European standards, allowing its use in any external project. In addition, the project has served as an internal "self-audit" of the data, detecting errors and inconsistencies. It has also provided tools for public use for data quality management and the creation of cohorts for studies and scientific research, and has contributed to clinical evidence for both internal and external research, improving the care provided to patients.

The "openEHR EHR Modeling" project seeks to develop a platform that allows healthcare professionals to represent their knowledge in a structured way to create automated transactional and informative programs. Veratech has identified clinical archetypes and resources, and designed and implemented archetypes and templates according to the openEHR standard, executed them in a data repository compatible with the openEHR standard. They have also defined a methodology for governance and modeling of archetypes for the Servei Català de Salut and have transferred the necessary knowledge for their independence in the modeling process. This project provides autonomy to health professionals and allows them to generate interoperability independently while boosting research in clinical guidelines and phenotyping procedures.

The collaboration between Hospital 12 de Octubre and Veratech in the EHDEN project resulted in the creation and implementation of fully functional data repositories in the environment of the Hospital Universitario 12 de Octubre and Primary Care of Madrid within the EHDEN Consortium. It also resulted in participation in several study proposals within the OHDSI ecosystem, advances in healthcare research and development, and improved patient health. From this experience, limitations and areas of improvement for future projects have been identified.

Veratech for Health has participated in an important project for healthcare in Uruguay, in collaboration with AGESIC, Indra Uruguay, and salud.uy. The project consisted of consulting tasks in the modeling of clinical documents that will be part of the National Electronic Health Record (HCEN). David Cano, consultant of Veratech for Health, led the modeling process of clinical documents that are part of the HCEN.