Integrating medical and research information: a big data approach.

Most of the information collected in different fields by Instituto de Investigación Biomédica de A Coruña (INIBIC) is classified as unstructured due to its high volume and heterogeneity. This situation, linked to the recent requirement of integrating it to the medical information, makes it necessary to implant specific architectures to collect and organize it before it can be analysed. The purpose of this article is to present the Hadoop framework as a solution to the problem of integrating research information in the Business Intelligence field. This framework can collect, explore, process and structure the aforementioned information, which allow us to develop an equivalent function to a data mart in an Intelligence Business system.

ISO 13606 based system for biomedical parameter storage, querying and alarm detection.

ACHEGAMED is an unsupervised real-time patient monitoring system, with the goal of decreasing the exam and diagnosis time of the most prevalent diseases in today's healthcare services. We developed, as a component of ACHEGAMED, a system for storing a wide range of biomedical parameters as ISO 13606 extracts. The system is able to detect clinical alarms in those parameters and communicate them, if needed, to the appropriate medical staff. Although a component of ACHEGAMED, it can be integrated in other systems in a semantic interoperable way thanks to the ISO 13606 standard, allowing the continuity of patient care.

Development of ISO 13606 archetypes for the standardisation of data registration in the Primary Care environment.

On daily procedures, companies and organizations produce a wide quantity of data. Medical information doubles every five years approximately, and most of this information has no structure and cannot be utilised. Information obtained during Primary Health Care (PC) consultations is expected to be standardized and organised following instructions made by archetype 13606 of the International Organization for Standardization (ISO) in order to guarantee the Continuity of Care as well as the potential use of these data for secondary purposes, such as investigation or statistics. This study was designed to investigate the feasibility of representing the information collected in Primary Care consultations in a structured and normalized way. A key difference to other approaches is that the intended solution is, to the best of our knowledge, the first one to register all the information collected in this area. The participation of the Primary Health Care service (PC) from Complejo Hospitalario Universitario de A Coruña (CHUAC) has been of vital importance in this project as it has provided the necessary clinical knowledge and it has allowed us to verify the effectiveness obtained in actual environments. The archetypes developed can be reused in a wide range of projects. As an example of use, we have used these archetypes to create an intelligent system that generates organised reports based on the information dictated on a medical consultation which, afterwards, can be analysed from an analytical point of view.

Application of RFID technology in patient tracking and medication traceability in emergency care.

One of the most important factors that directly affects the quality of health care is patient safety. Minimize the occurrence of adverse events is one of the main challenges for health professionals. This requires continuous tracking of the patient by different areas and services, a process known as traceability and proper patient identification and medication prescribed. This article presents an information system for patient tracking and drugs developed for the Emergency Department of Hospital A Coruña. The systems use RFID technology to perform various tasks: (1) locate patients in different areas; (2) measure patient care times and waiting times; (3) identify unitary doses of medication; and (4) ensure the correct matching between the patient and the medication prescribed by the doctor. The hardware infrastructure as well as the optimal configuration of devices interconnected via a wireless network was determined by conducting a detailed coverage study. To support all the functionality needed, specific tools were designed and integrated with proprietary software applications. The RFID system was evaluated positively by staff from different professional profiles involved in its development or subsequent implementation.