• closedAccess   A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support 

      Van Woensel, William; Tu, Samson W.; Michalowski, Wojtek; Abidi, Syed Sibte Raza; Abidi, Samina; Alonso, Jose-Ramon; Bottrighi, Alessio; Carrier, Marc; Edry, Ruth; Hochberg, Irit; Rao, Malvika; Kingwell, Stephen; Kogan, Alexandra; Marcos, Mar; Martínez-Salvador, Begoña; Michalowski, Martin; Piovesan, Luca; Riaño, David; Terenziani, Paolo; Wilk, Szymon; Peleg, Mor Elsevier (2023-06)
      Objective: The study has dual objectives. Our first objective (1) is to develop a community-of-practice-based evaluation methodology for knowledge-intensive computational methods. We target a whitebox analysis of the ...
    • openAccess   A Meta-model for the Guideline Definition Language 

      Grangel Seguer, Reyes; Campos Sancho, Cristina; Martínez-Salvador, Begoña; Marcos, Mar SciTePress (2021-7-6)
      Computer-Interpretable Guidelines (CIGs) are a key issue to implement decision support systems that could help clinical practice. To represent these guidelines numerous modeling languages, such as PROforma, Asbru, or GLIF, ...
    • openAccess   A model-driven transformation approach for the modelling of processes in clinical practice guidelines 

      Martínez-Salvador, Begoña; Marcos, Mar; Palau, Patricia; Domínguez Mafé, Eloy Elsevier (2023)
      Clinical Practice Guidelines (CPGs) include recommendations aimed at optimising patient care, informed by a review of the available clinical evidence. To achieve their potential benefits, CPG should be readily available at ...
    • openAccess   A platform for the design and execution of clinical data transformation and reasoning workflows 

      Maldonado, Jose Alberto; Marcos, Mar; Fernández Breis, Jesualdo Tomás; Giménez Solano, Vicente Miguel; Legaz-García, María del Carmen; Martínez-Salvador, Begoña CAEPIA (2021-09-22)
      Effective sharing and reuse of Electronic Health Records (EHRs) requires a high level of semantic interoperability. We have developed a framework to support EHR interoperability based on workflows whose primary components ...
    • openAccess   An archetype-based solution for the interoperability of computerised guidelines and electronic health records 

      Marcos, Mar; Maldonado, Jose Alberto; Martínez-Salvador, Begoña; Moner, David; Bosca Tomas, Diego; Robles, Montserrat Springer Verlag (2011)
      Clinical guidelines contain recommendations based on the best empirical evidence available at the moment. There is a wide con- sensus about the benefits of guidelines and about the fact that they should be deployed through ...
    • openAccess   Analysis of the process of representing clinical statements for decision-support applications: a comparison of openEHR archetypes and HL7 virtual medical record 

      González-Ferrer, A.; Peleg, M.; Marcos, Mar; Maldonado, Jose Alberto Springer (2016)
      Delivering patient-specific decision-support based on computer-interpretable guidelines (CIGs) requires mapping CIG clinical statements (data items, clinical recommendations) into patients’ data. This is most effectively ...
    • openAccess   Augmented EHR: Enrichment of EHR with Contents from Semantic Web Sources 

      Mañas Garcia , Alejandro; Maldonado, Jose Alberto; Marcos, Mar; Bosca Tomas, Diego; Robles, Montserrat MDPI (Basel, Switzerland) (2021-04-27)
      This work presents methods to combine data from the Semantic Web into existing EHRs, leading to an augmented EHR. An existing EHR extract is augmented by combining it with additional information from external sources, ...
    • closedAccess   CLIN-IK-LINKS: A platform for the design and execution of clinical data transformation and reasoning workflows 

      Maldonado, Jose Alberto; Marcos, Mar; Fernández Breis, Jesualdo Tomás; Giménez-Solano, Vicente Miguel; Legaz-García, María del Carmen; Martínez-Salvador, Begoña (2020-12)
      Background and Objective: Effective sharing and reuse of Electronic Health Records (EHR) requires technological solutions which deal with different representations and different models of data. This includes information ...
    • openAccess   Experiences in the development of electronic care plans for the management of comorbidities 

      Lozano, Esther; Marcos, Mar; Martínez-Salvador, Begoña; Alonso, Albert; Alonso, Josep Ramon Springer Verlag (2010)
      Recent studies have shown that care plans with comprehen- sive home interventions can be effective in the management of chronic patients. Evidence also exists about the importance of tailoring these care plans to patients, ...
    • openAccess   Una experiencia de clase invertida en la enseñanza de la programación 

      López, Angeles; Marcos, Mar (2018-07)
      El contexto de este trabajo es la asignatura Programación I del Grado en Diseño y Desarrollo de Videojuegos de la Universitat Jaume I. El plan de estudios de este grado combina una formación en conocimientos de las TIC con ...
    • openAccess   Interoperability of clinical decision-support systems and electronic health records using archetypes: a case study in clinical trial eligibility 

      Marcos, Mar; Maldonado, Jose Alberto; Martínez-Salvador, Begoña; Bosca Tomas, Diego; Robles, Montserrat © 2013 Elsevier B.V. (2013)
      Clinical decision-support systems (CDSSs) comprise systems as diverse as sophisticated platforms to store and manage clinical data, tools to alert clinicians of problematic situations, or decision-making tools to assist ...
    • openAccess   Leveraging electronic healthcare record standards and semantic web technologies for the identification of patient cohorts 

      Fernández Breis, Jesualdo Tomás; Maldonado, Jose Alberto; Marcos, Mar; Legaz-García, María del Carmen; Moner, David; Torres-Sospedra, Joaquín; Esteban-Gil, Ángel; Martínez-Salvador, Begoña; Robles, Montserrat American Medical Informatics Association (2013)
      Background The secondary use of electronic healthcare records (EHRs) often requires the identification of patient cohorts. In this context, an important problem is the heterogeneity of clinical data sources, which can be ...
    • openAccess   Leveraging workflow control patterns in the domain of clinical practice guidelines 

      Kaiser, Katharina; Marcos, Mar BioMed Central Ltd (2016-02-10)
      Background: Clinical practice guidelines (CPGs) include recommendations describing appropriate care for the management of patients with a specific clinical condition. A number of representation languages have been developed ...
    • closedAccess   Ontology Model for Supporting Process Mining on Healthcare-Related Data 

      Miñarro Giménez, Jose Antonio; Fernandez-Llatas, Carlos; Martínez-Salvador, Begoña; Martínez Costa, Catalina; Marcos, Mar; Fernández Breis, Jesualdo Tomás Springer (2023-06-05)
      In the field of Medicine, Process Mining (PM) can be used to analyse healthcare-related data to infer the underlying diagnostic, treatment, and management processes. The PM paradigm provides techniques and tools to obtain ...
    • openAccess   Process mining for healthcare: Characteristics and challenges 

      Munoz-Gama, Jorge; Martin, Niels; Fernandez-Llatas, Carlos; Johnson, Owen Ashby; Sepúlveda, Marcos; Helm, Emmanuel; Galvez, Victor; Rojas, Eric; Martinez-Millana, Antonio; ALOINI, DAVIDE; Amantea, Ilaria; Andrews, Robert; Arias, Michael; Beerepoot, Iris; Benevento, Elisabetta; Burattin, Andrea; Capurro, Daniel; Carmona, Josep; Comuzzi, Marco; Dalmas, Benjamin; de la Fuente, Renede; Di Francescomarino, Chiara; Di Ciccio, Claudio; GATTA, Roberto; Ghidini, Chiara; González López, María Fernanda; Ibanez-Sanchez, Gema; Klasky, Hilda; Kurniati, Angelina Prima; Lu, Xixi; Mannhardt, Felix; Mans, Ronny; Marcos, Mar; Medeiros de Carvalho, Renata; Pegoraro, Marco; Poon, Simon K.; Pufahl, Luise; Reijers, Hajo; Remy, Simon; Rinderle-Ma, Stefanie; SACCHI, LUCIA; Seoane Martinez, Fernando; Song, Minseok; Stefanini, Alessandro; Sulis, Emilio; ter Hofstede, Arthur H.M.; Toussaint, Pieter J.; Traver, Vicente; Valero-Ramon, Zoe; van de Weerd, Inge; van der Aalst, Wil; Vanwersch, Rob; Weske, Mathias; Wynn, Moe; Zerbato, Francesca Elsevier (2022-02-09)
      Process mining techniques can be used to analyse business processes using the data logged during their execution. These techniques are leveraged in a wide range of domains, including healthcare, where it focuses mainly on ...
    • openAccess   Process Model Metrics for Quality Assessment of Computer-Interpretable Guidelines in PROform 

      Torres-Sospedra, Joaquín; Martínez-Salvador, Begoña; Campos Sancho, Cristina; Marcos, Mar MDPI (2021-03-25)
      Background: Clinical Practice Guidelines (CPGs) include recommendations to optimize patient care and thus have the potential to improve the quality and outcomes of healthcare. To achieve this, CPG recommendations are usually ...
    • openAccess   Radiological Structured Report Integrated with Quantitative Imaging Biomarkers and Qualitative Scoring Systems 

      Mañas Garcia , Alejandro; González Valverde, Ismael; Camacho‑Ramos, E.; Alberich-Bayarri, Angel; Maldonado, Jose Alberto; Marcos, Mar; Robles, Montserrat Springer (2022-02-01)
      The benefits of structured reporting (SR) in radiology are well-known and have been widely described. However, there are limitations that must be overcome. Radiologists may be reluctant to change the conventional way of ...
    • openAccess   Supporting the refinement of clinical process models to computer-interpretable guideline models 

      Martínez-Salvador, Begoña; Marcos, Mar Springer Verlag (2016-08)
      Clinical guidelines contain recommendations on the appropriate management of patients with specific clinical conditions. A prerequisite for using clinical guidelines in information systems is to encode them in a ...
    • openAccess   Towards the interoperability of computerised guidelines and electronic health records: an experiment with openEHR archetypes and a chronic heart failure guideline 

      Marcos, Mar; Martínez-Salvador, Begoña Springer (2011)
      Clinical guidelines contain recommendations based on the best empirical evidence available at the moment. There is a wide consensus about the benefits of guidelines and about the fact that they should be deployed through ...
    • openAccess   Towards the semantic enrichment of Computer Interpretable Guidelines: a method for the identification of relevant ontological terms 

      Quesada-Martínez, Manuel; Marcos, Mar; Abad-Navarro, Francisco; Martínez-Salvador, Begoña; Fernández Breis, Jesualdo Tomás American Medical Informatics Association (2018-12-05)
      Clinical Practice Guidelines (CPGs) contain recommendations intended to optimize patient care, produced based on a systematic review of evidence. In turn, Computer-Interpretable Guidelines (CIGs) are formalized versions ...