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Performance of Spectrogram-Based Seizure Identification of Adult EEGs by Critical Care Nurses and Neurophysiologists.

ABSTRACT: Continuous EEG screening using spectrograms or compressed spectral arrays (CSAs) by neurophysiologists has shorter review times with minimal loss of sensitivity for seizure detection when compared with visual analysis of raw EEG. Limited data are available on the performance characteristics of CSA-based seizure detection by neurocritical care nurses.This is a prospective cross-sectional study that was conducted in two academic neurocritical care units and involved 33 neurointensive care unit nurses and four neurophysiologists.All nurses underwent a brief training session before testing. Forty two-hour CSA segments of continuous EEG were reviewed and rated for the presence of seizures. Two experienced clinical neurophysiologists masked to the CSA data performed conventional visual analysis of the raw EEG and served as the gold standard. The overall accuracy was 55.7% among nurses and 67.5% among neurophysiologists. Nurse seizure detection sensitivity was 73.8%, and the false-positive rate was 1-per-3.2 hours. Sensitivity and false-alarm rate for the neurophysiologists was 66.3% and 1-per-6.4 hours, respectively. Interrater agreement for seizure screening was fair for nurses (Gwet AC1 statistic: 43.4%) and neurophysiologists (AC1: 46.3%).Training nurses to perform seizure screening utilizing continuous EEG CSA displays is feasible and associated with moderate sensitivity. Nurses and neurophysiologists had comparable sensitivities, but nurses had a higher false-positive rate. Further work is needed to improve sensitivity and reduce false-alarm rates.

SUBMITTER: Amorim E

PROVIDER: S-EPMC5482787 | biostudies-literature | 2017 Jul

REPOSITORIES: biostudies-literature

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Performance of Spectrogram-Based Seizure Identification of Adult EEGs by Critical Care Nurses and Neurophysiologists.

Amorim Edilberto E Williamson Craig A CA Moura Lidia M V R LMVR Shafi Mouhsin M MM Gaspard Nicolas N Rosenthal Eric S ES Guanci Mary M MM Rajajee Venkatakrishna V Westover M Brandon MB

Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society 20170701 4

<h4>Purpose</h4>Continuous EEG screening using spectrograms or compressed spectral arrays (CSAs) by neurophysiologists has shorter review times with minimal loss of sensitivity for seizure detection when compared with visual analysis of raw EEG. Limited data are available on the performance characteristics of CSA-based seizure detection by neurocritical care nurses.<h4>Methods</h4>This is a prospective cross-sectional study that was conducted in two academic neurocritical care units and involved ...[more]

PMID: 27930420

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Project description:IntroductionWe sought to develop evidence-based recommendations for the prehospital evaluation and treatment of adult and pediatric patients with a seizure and to compare these recommendations against the current protocol used by the 33 emergency medical services (EMS) agencies in California.MethodsWe performed a review of the evidence in the prehospital treatment of patients with a seizure, and then compared the seizure protocols of each of the 33 EMS agencies for consistency with these recommendations. We analyzed the type and route of medication administered, number of additional rescue doses permitted, and requirements for glucose testing prior to medication. The treatment for eclampsia and seizures in pediatric patients were analyzed separately.ResultsProtocols across EMS Agencies in California varied widely. We identified multiple drugs, dosages, routes of administration, re-dosing instructions, and requirement for blood glucose testing prior to medication delivery. Blood glucose testing prior to benzodiazepine administration is required by 61% (20/33) of agencies for adult patients and 76% (25/33) for pediatric patients. All agencies have protocols for giving intramuscular benzodiazepines and 76% (25/33) have protocols for intranasal benzodiazepines. Intramuscular midazolam dosages ranged from 2 to 10 mg per single adult dose, 2 to 8 mg per single pediatric dose, and 0.1 to 0.2 mg/kg as a weight-based dose. Intranasal midazolam dosages ranged from 2 to 10 mg per single adult or pediatric dose, and 0.1 to 0.2 mg/kg as a weight-based dose. Intravenous/intrasosseous midazolam dosages ranged from 1 to 6 mg per single adult dose, 1 to 5 mg per single pediatric dose, and 0.05 to 0.1 mg/kg as a weight-based dose. Eclampsia is specifically addressed by 85% (28/33) of agencies. Forty-two percent (14/33) have a protocol for administering magnesium sulfate, with intravenous dosages ranging from 2 to 6 mg, and 58% (19/33) allow benzodiazepines to be administered.ConclusionProtocols for a patient with a seizure, including eclampsia and febrile seizures, vary widely across California. These recommendations for the prehospital diagnosis and treatment of seizures may be useful for EMS medical directors tasked with creating and revising these protocols.

Project description:BackgroundAbdominal compartment syndrome (ACS) is a syndrome associated with multi-system effects of elevated intra-abdominal pressure (IAP) in critically ill children. It has a 90-100% mortality rate if not recognized and treated promptly. Measuring IAP helps identify patients developing intra-abdominal hypertension (IAH) which allows for timely intervention before progression to ACS. IAP helps identify ACS and guides its medical and surgical management. IAP is often measured by the bedside nurse in the intensive care unit. Pediatric critical care nurses (PCCN) play a key role in managing critically ill patients and recognizing potential causes for clinical deterioration such as ACS therefore should be knowledgeable about this entity.ObjectiveThe aim of this study was to assess the awareness and current knowledge of ACS among PCCN.MethodsA ten-item written questionnaire was distributed at a National Critical Care Conference in 2006 and again in 2010. Participants of the conference voluntarily completed and immediately returned the survey. Results from the two questionnaires were compared.ResultsSixty-two percent of 691 questionnaires were completed. The awareness of ACS improved from 69.3% in 2006 to 87.8% in 2010 (p < 0.001) among PCCN. "Years in practice" influenced awareness of ACS. Nurses working for 5-10 and > 10 years were, respectively, 2.34 and 1.89 times more likely to be aware of ACS than those working for < 5 years. Hands-on experience managing a child with ACS by PCCN also improved from 49.1% to 67.9% (p < 0.001) but remains low. The number of participants who never measured IAP fell from 27.3% to 19.1% (p = 0.101). The most common method being used to measure IAP is the bladder method. Knowledge of the definition of ACS remains poor with only 13.2% associating the definition of ACS with organ dysfunction in 2010 which was even lower than in 2006.ConclusionsThere is increasing awareness of ACS and experience in its management among PCCN. However, few PCCN correctly understand the definition of ACS. Since recognition of IAH and early intervention can reduce morbidity and mortality in critically ill patients, further educational efforts should be directed toward improving the knowledge and recognition of ACS by PCCN.

Project description:BackgroundEthical conflict is a problem with negative consequences, which can compromise the quality and ethical standards of the nursing profession and it is a source of stress for health care practitioners', especially for nurses.ObjectivesThe main aim of this study was to analyze Spanish critical care nurses' level of exposure to ethical conflict and its association with sociodemographic, occupational, and COVID-19-related variables. Research Design, Participants, and Research context: This was a quantitative cross-sectional descriptive study conducted among 117 nurses working in critical care units. Data collection tools were sociodemographic, occupational, and COVID-19-related questionnaires and previously validated Spanish version of Ethical Conflict in Nursing Questionnaire-Critical Care Version.Ethical considerationsWe obtained permission from the Ethics Committee and participants' informed consent.FindingsData indicates a moderate level of exposure to ethical conflicts. The most frequent ethical conflicts were related to situations about "treatment and clinical procedures." The most intensity of ethical conflicts was related to situations about "treatment and clinical procedures" and "dynamics of the service and working environment." No statistical significance was identified between the socio-demographic variables and level of exposure to ethical conflicts. However, for critical care nurses working in ICU, nurses with perceived worked stress had a higher level of exposure to ethical conflicts. Likewise, critical care nurses whose family/friends were infected with COVID-19 had a higher level of exposure.ConclusionsCritical care nurses experience a moderate level of exposure to ethical conflicts which is consistent with the results of previous studies. A deeper understanding of ethical conflicts in conflictive situations allows recognition of the situations that occur in everyday clinical practice, identification of the ethical conflicts, and facilitation of the nurses working in the challenging clinical situation.

Dataset Information

Performance of Spectrogram-Based Seizure Identification of Adult EEGs by Critical Care Nurses and Neurophysiologists.

Publications

Performance of Spectrogram-Based Seizure Identification of Adult EEGs by Critical Care Nurses and Neurophysiologists.

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