The NNN Formalization: Review and Development of Guideline Specification in the Care Domain
Due to an ageing society, it can be expected that less nursing personnel will be responsible for an increasing number of patients in the future. One way to address this challenge is to provide system-based support for nursing personnel in creating, executing, and adapting patient care processes. In care practice, these processes are following the general care process definition and individually specified according to patient-specific data as well as diagnoses and guidelines from the NANDA, NIC, and NOC (NNN) standards. In addition, adaptations to running patient processes become necessary frequently and are to be conducted by nursing personnel including NNN knowledge. In order to provide semi-automatic support for design and adaption of care processes, a formalization of NNN knowledge is indispensable. This technical report presents the NNN formalization that is developed targeting at goals such as completeness, flexibility, and later exploitation for creating and adapting patient care processes. The formalization also takes into consideration an extensive evaluation of existing formalization standards for clinical guidelines. The NNN formalization as well as its usage are evaluated based on case study FATIGUE.
Code (0)
등록된 구현이 없습니다.
Similar Papers 제목 키워드 기반
From Fuzzy to Formal: Scaling Hospital Quality Improvement with AI
Hospital Quality Improvement (QI) plays a critical role in optimizing healthcare delivery by translating high-level hospital goals into actionable solutions. A critical step of QI is to identify the key modifiable contri…
A Systematic Review of User-Centred Evaluation of Explainable AI in Healthcare
Despite promising developments in Explainable Artificial Intelligence, the practical value of XAI methods remains under-explored and insufficiently validated in real-world settings. Robust and context-aware evaluation is…
Explainable artificial intelligenceTowards a Common Framework for Autoformalization
Autoformalization has emerged as a term referring to the automation of formalization - specifically, the formalization of mathematics using interactive theorem provers (proof assistants). Its rapid development has been d…
Dialogue to Question Generation for Evidence-based Medical Guideline Agent Development
Evidence-based medicine (EBM) is central to high-quality care, but remains difficult to implement in fast-paced primary care settings. Physicians face short consultations, increasing patient loads, and lengthy guideline …
Question GenerationQuestion AnsweringZ Specification for the W3C Editor's Draft Core SHACL Semantics
This article provides a formalization of the W3C Draft Core SHACL Semantics specification using Z notation. This formalization exercise has identified a number of quality issues in the draft. It has also established that…