Introduction to Clinical Rules

What is/are Clinical Rules?

Clinical Rules - The synthetic fundus images can be generated according to the clinical rules, i. ^[1] Conclusion: The combination of clinical rules and classification methods has a synergistic effect on judgments of patients’ discharge outcomes, greatly saving time on manual retrieval and reducing the negative influence of statistics or rules. ^[2] We investigated stroke risks in a very large prospective cohort of patients with multimorbidity, using two common clinical rules, a clinical multimorbid index and a machine-learning (ML) approach accounting for the complex relationships among variables, including the dynamic nature of changing risk factors. ^[3] A knowledge-based clinical decision support system (K-CDSS) is a technology which contains clinical rules and associations of compiled data that assist with clinical decision-making tasks. ^[4] Vital signs, clinical rules and gut feeling can influence this critical management decision. ^[5] Clinical rules suggest the improvement of non-pharmacological intercessions to forestall incoherence, however powerful preventive procedures remain unestablished. ^[6] Afterwards, an AMS-focused CMA comprising 41 specific clinical rules, targeting six AMS objectives, was implemented in the post-implementation period. ^[7] The design of AnFiSA addresses the aforementioned issues with current genomics software via the following architectural principles: using a multidimensional database management system (DBMS) for genomic data to address reproducibility, curated decision trees adaptable to changing clinical rules, and a crowdsourcing-friendly interface to address difficult-to-diagnose cases. ^[8] The algorithms such as C5 and repeated incremental pruning to produce error reduction were applied on the imputed versions of the original dataset and the non-imputed dataset to predict and extract clinical rules, respectively. ^[9] This study therefore is an effort to report on the epidemiology of patients with cervical spine injuries presenting to the Emergency Department (ED) at the University Hospital of the West Indies (UHWI) and the use of clinical rules in the diagnosis of these injuries. ^[10] Methods: Twenty clinical rules, divided into four risk classes, were set for the daily screening of high-risk situations in the electronic health records of patients admitted to our General Internal Medicine Department. ^[11] Afterwards, a pain focused CMA comprising 12 clinical rules pertaining to analgesic prescribing were implemented in the post-implementation period. ^[12] This study provides an overview of nmDMD and ataluren, stipulates clinical rules for treatment initiation and discontinuation and proposes a model for the implementation of orphan drugs in clinical practice in Sweden. ^[13] Finally, we analysed how often incorrect measurements led to under/overestimation in the selected clinical rules. ^[14] The aim was to assess the diagnostic accuracy of two clinical rules that assign children with GCS <15 at presentation directly to CT. ^[15] The system generates alerts based on predefined clinical rules (CR) to select patients in whom antimicrobial therapy can be improved. ^[16] The system architecture is designed to separate clinical rules from application based on Drools rule engine. ^[17] We evaluated Dutch general practitioners’ intention to accept decision support in a proposed implementation based on clinical rules regarding care for elderly patients, and their reasons for wanting or not wanting support. ^[18] Given the diagnostic challenges, there is a need for point-of-care (POC) diagnostic tests to support clinical rules for diagnosing UTI. ^[19] OBJECTIVES  The objective of this study was to evaluate the effectiveness of an advanced CDSS, HIGEA, which generates alerts based on predefined clinical rules to identify patients at risk of an ADE. ^[20] Methods: Our system is based on clinical rules. ^[21] CMRs were offered to all MTM-eligible patients, while TMRs were completed based on clinical rules that helped identify medication-related problems (MRPs). ^[22] MethodsCMA focuses on patients at risk for potentially inappropriate medication and involves the daily checking by a pharmacist of high-risk prescriptions generated by advanced clinical rules integrating patient specific characteristics with details on medication. ^[23] There are two principal limitations: (1) the lack of a broad consensus regarding a uniform representation of clinical rules; and (2) the integration of new rule-based knowledge into hospital information systems. ^[24] Methods: In this multicentre study, 34 clinical rules about DLTI were programmed and validated in an automated decision support application (Gaston, Medecs B. ^[25] This study found that clinical rules can be used to detect inappropriate drug use in older patients and that drug therapy can change based on the alerts. ^[26] Continued development of the ePartogram, including incorporating new clinical rules from the 2018 WHO recommendations on intrapartum care, will improve labor monitoring and quality care at all health system levels. ^[27] It should be emphasized that in such situation ECG recording will not show significant QT prolongation evaluated according to clinical rules. ^[28]

Predefined Clinical Rules

The system generates alerts based on predefined clinical rules (CR) to select patients in whom antimicrobial therapy can be improved. ^[1] OBJECTIVES  The objective of this study was to evaluate the effectiveness of an advanced CDSS, HIGEA, which generates alerts based on predefined clinical rules to identify patients at risk of an ADE. ^[2]