Towards the Merging of Multiple Clinical Protocols and Guidelines via Ontology-Driven Modeling
نویسندگان
چکیده
Decision support systems based on computerized Clinical Protocols (CP) and Clinical Practice Guidelines (CPG) fall short when dealing with patient co-morbidites, as this demands the concurrent merging of multiple CP/CPG. We present an ontology-based approach for the merging of CPG and CP at two levels–i.e. knowledge modeling level and knowledge execution level. We have developed specialized ontological modeling constructs to facilitate merging of CPG and CP. We demonstrate the merging of multiple location-specific CP and disease-specific CPG.
منابع مشابه
Modeling the Form and Function of Clinical Practice Guidelines: An Ontological Model to Computerize Clinical Practice Guidelines
Computerization of Clinical Practice Guidelines (CPG) render them to be executable at the point-of-care. In this paper, we present a knowledge modeling methodology to model the form and function of CPG in terms of a new CPG ontology that supports CPG computerization and execution. We developed a CPG ontology, in OWL using Protégé, to represent both the structural elements and the knowledge obje...
متن کاملDesigning and accrediting the evidence-based care guidelines on insomnia and constipation in psychiatric patients
Background:Evidence-based care guidelines are one of the new ways to improve the quality of care and increase patient satisfaction. In addition to the mental and emotional problems, mentally ill patient suffers from multiple health problems. The most common patient's bio-psycho problems are insomnia and constipation. Aim: The aim of this study was to designing and Accredit the evidence-based ca...
متن کاملHuman Cancer Modeling: Recapitulating Tumor Heterogeneity Towards Personalized Medicine
Despite diagnostic, preventive and therapeutic advances, growing incidence of cancer and high rate of mortality among patients affected by specific cancer types indicate current clinical measures are not ideally useful in eradicating cancer. Chemoresistance and subsequent disease relapse are believed to be mainly driven by the cell-molecular heterogeneity of human tumors that necessitates perso...
متن کاملHuman Cancer Modeling: Recapitulating Tumor Heterogeneity Towards Personalized Medicine
Despite diagnostic, preventive and therapeutic advances, growing incidence of cancer and high rate of mortality among patients affected by specific cancer types indicate current clinical measures are not ideally useful in eradicating cancer. Chemoresistance and subsequent disease relapse are believed to be mainly driven by the cell-molecular heterogeneity of human tumors that necessitates perso...
متن کاملTarget setting in the process of merging and restructuring of decision-making units using multiple objective linear programming
This paper presents a novel approach to achieving the goals of data envelopment analysis in the process of reconstruction and integration of decision-making units by using multiple objective linear programming. In this regard, first, we review inverse data envelopment analysis models for data reconstruction and integration. We present a model with multi-objective linear programming structure in...
متن کامل