Automated spike and seizure detection: Are we ready for implementation?

OBJECTIVE: Automated detection of spikes and seizures has been a subject of research for several decades now. There have been important advances, yet automated detection in EMU (Epilepsy Monitoring Unit) settings has not been accepted as standard practice. We intend to implement this software at our EMU and so carried out a qualitative study to identify factors that hinder ('barriers') and facilitate ('enablers') implementation. METHOD: Twenty-two semi-structured interviews were conducted with 14 technicians and neurologists involved in recording and reporting EEGs and eight neurologists who receive EEG reports in the outpatient department. The study was reported according to the Consolidated Criteria for Reporting Qualitative Studies (COREQ). RESULTS: We identified 14 barriers and 14 enablers for future implementation. Most barriers were reported by technicians. The most prominent barrier was lack of trust in the software, especially regarding seizure detection and false positive results. Additionally, technicians feared losing their EEG review skills or their jobs. Most commonly reported enablers included potential efficiency in the EEG workflow, the opportunity for quantification of EEG findings and the willingness to try the software. CONCLUSIONS: This study provides insight into the perspectives of users and offers recommendations for implementing automated spike and seizure detection in EMUs.

Automated seizure detection in an EMU setting: Are software packages ready for implementation?

PURPOSE: We assessed whether automated detection software, combined with live observation, enabled reliable seizure detection using three commercial software packages: Persyst, Encevis and BESA. METHODS: Two hundred and eighty-six prolonged EEG records of individuals aged 16-86 years, collected between August 2019 and January 2020, were retrospectively processed using all three packages. The reference standard included all seizures mentioned in the clinical report supplemented with true detections made by the software and not previously detected by clinical physiologists. Sensitivity was measured for offline review by clinical physiologists and software seizure detection, both in combination with live monitoring in an EMU setting, for all three software packages at record and seizure level. RESULTS: The database contained 249 seizures in 64 records. The sensitivity of seizure detection was 98% for Encevis and Persyst, and 95% for BESA, when a positive results was defined as detection at least one of the seizures occurring within an individual record. When positivity was defined as recognition of all seizures, sensitivity was 93% for Persyst, 88% for Encevis and 84% for BESA. Clinical physiologists' review had a sensitivity of 100% at record level and 98% at seizure level. The median false positive rate per record was 1.7 for Persyst, 2.4 for BESA and 5.5 for Encevis per 24 h. CONCLUSION: Automated seizure detection software does not perform as well as technicians do. However, it can be used in an EMU setting when the user is aware of its weaknesses. This assessment gives future users helpful insight into these strengths and weaknesses. The Persyst software performs best.

Automated spike detection: Which software package?

PURPOSE: We assessed three commercial automated spike detection software packages (Persyst, Encevis and BESA) to see which had the best performance. METHODS: Thirty prolonged EEG records from people aged at least 16 years were collected and 30-minute representative epochs were selected. Interictal epileptiform discharges (IEDs) were marked by three human experts and by all three software packages. For each 30-minutes selection and for each 10-second epoch we measured whether or not IEDs had occurred. We defined the gold standard as the combined detections of the experts. Kappa scores, sensitivity and specificity were estimated for each software package. RESULTS: Sensitivity for Persyst in the default setting was 95% for 30-minute selections and 82% for 10-second epochs. Sensitivity for Encevis was 86% (30-minute selections) and 61% (10-second epochs). The specificity for both packages was 88% for 30-minute selections and 96%-99% for the 10-second epochs. Interrater agreement between Persyst and Encevis and the experts was similar than between experts (0.67-0.83 versus 0.63-0.67). Sensitivity for BESA was 40% and specificity 100%. Interrater agreement (0.25) was low. CONCLUSIONS: IED detection by the Persyst automated software is better than the Encevis and BESA packages, and similar to human review, when reviewing 30-minute selections and 10-second epochs. This findings may help prospective users choose a software package.

TREX1 mutations are not associated with sporadic inclusion body myositis.

BACKGROUND: Sporadic inclusion body myositis (sIBM) is the most frequent acquired myopathy above the age of fifty. The exact mechanism causing this disease is not known, but immune-mediated features are prominent and are probably to play a role in its pathogenesis. TREX1 gene mutations are associated with a large range of autoimmune diseases, such as systemic lupus erythematosus. We investigated whether mutations in the TREX1 gene were associated with sIBM. METHODS: Fifty-four patients with sIBM were tested for TREX1 mutations by direct sequencing. RESULTS: All 54 patients tested negative for pathogenic mutations in the TREX1 gene. One presumed non-pathogenic polymorphism was found in 42 out of 54 patients. CONCLUSION: TREX1 mutations do not play a role in the pathogenesis of sIBM.

Selective coating of holes in microstructured optical fiber and its application to in-fiber absorptive polarizers.

An interesting feature of microstructured optical fibers (MOFs) is that their properties can be adjusted by filling or coating of the holes. Some applications require selective filling or coating, which has proved experimentally demanding. We demonstrate selective coating of MOFs with metal and use it to fabricate an in-fiber absorptive polarizer.

Liquid-filled hollow core microstructured polymer optical fiber.

Guidance in a liquid core is possible with microstructured optical fibers, opening up many possibilities for chemical and biochemical fiber-optic sensing. In this work we demonstrate how the bandgaps of a hollow core microstructured polymer optical fiber scale with the refractive index of liquid introduced into the holes of the microstructure. Such a fiber is then filled with an aqueous solution of (-)-fructose, and the resulting optical rotation measured. Hence, we show that hollow core microstructured polymer optical fibers can be used for sensing, whilst also fabricating a chiral optical fiber based on material chirality, which has many applications in its own right.

[A man with the combination of dry and wet beriberi]. / Een man met de combinatie van droge en natte beriberi.

A 34-year-old alcoholic man had neurological and cardiac symptoms. The patient was admitted to the hospital for acute painful sensory disturbances and severe weakness of the feet. Neurological and electrophysiological investigation revealed axonal sensorimotor polyneuropathy that was most prominent in the legs. Cardiac assessment showed signs and symptoms of heart failure due to a high-output state. Blood analysis showed a low thiamine concentration of 58 nmol/l (lower reference limit: 80). Therefore, a diagnosis of combined wet beriberi with cardiomyopathy and dry beriberi with axonal polyneuropathy was made. The treatment of beriberi is simple and effective and consists of thiamine supplementation in conjunction with diuretic treatment. With this approach, the patient recovered fully. Patients with beriberi have a good prognosis, particularly when the diagnosis is made at an early stage.

Validation of a standardized version of the Asthma Quality of Life Questionnaire.

BACKGROUND: In the original 32-item Asthma Quality of Life Questionnaire (AQLQ), five activity questions are selected by patients themselves. However, for long-term studies and large clinical trials, generic activities may be more appropriate. METHODS: For the standardized version of the AQLQ, the AQLQ(S), we formulated five generic activities (strenuous exercise, moderate exercise, work-related activities, social activities, and sleep) to replace the five patient-specific activities in the AQLQ. In a 9-week observational study, we compared the AQLQ with the AQLQ(S) and examined their measurement properties. Forty symptomatic adult asthma patients completed the AQLQ(S), the AQLQ, the Medical Outcomes Survey Short Form 36, the Asthma Control Questionnaire, and spirometry at baseline, 1, 5, and 9 weeks. RESULTS: Activity domain scores (mean +/- SD) were lower with the AQLQ (5.7 +/- 0.9) than with the AQLQ(S) (5.9 +/- 0.8; p = 0.0003) and correlation between the two was moderate (r = 0.77). However, for overall scores, there was minimal difference (AQLQ, 5.4 +/- 0.8; AQLQ(S), 5.5 +/- 0.8; r = 0.99). Reliability (AQLQ intraclass correlation coefficient, 0.95; AQLQ(S) intraclass correlation coefficient, 0.96) and responsiveness (AQLQ, p < 0.0001; AQLQ(S), p < 0.0001) were similar for the two instruments. Construct validity (correlation with other measures of health status and clinical asthma) was also similar for the two instruments. CONCLUSIONS: The AQLQ(S) has strong measurement properties and is valid for measuring health-related quality of life in asthma. The choice of instrument should depend on the task at hand.

Cost of treating influenza in emergency department and hospital settings.

OBJECTIVES: To provide an estimate of the costs of treating influenza in emergency department and hospital settings. STUDY DESIGN: Retrospective, descriptive study using patient-level data from the Perspective Comparative Database. PATIENTS AND METHODS: We analyzed clinical and cost data obtained from 75 of the 169 hospitals in the database. These hospitals were located throughout the United States. Patients were included in the study if they visited the emergency department between January 1, 1997, and June 30, 1998, and had a primary diagnosis of influenza. RESULTS: A total of 1362 patients with influenza visited the emergency department during the study period. Of these, 333 (24.4%) required hospitalization. The mean cost of treatment for patients discharged directly from the emergency department was $141.89; the mean cost of treatment for hospitalized patients was $3251.04. The mean length of stay for hospitalized patients was 4.3 days. Compared with younger patients, elderly patients were more likely to be hospitalized and incur higher costs. Thirty-eight percent of hospitalized patients for whom drug data were available received either amantadine or rimantadine during their stay. CONCLUSIONS: Few data are available documenting resource utilization and associated costs for patients with influenza treated in the emergency department or hospital. Our results represent a significant addition to the identification of the costs associated with the treatment of influenza. This suggests early intervention care aimed at minimizing the impact of influenza, especially in the elderly, could result in decreased hospitalizations and substantial cost savings to managed care.

Economic burden of influenza-like illness in long-term-care facilities.

Direct medical costs and medically related transportation costs incurred by patients in long-term-care facilities (LTCFs) as a result of influenza-like illness (ILI) were studied. The study was conducted from the payer's perspective. Charts were reviewed retrospectively for all patients who were residents of four Richmond, Virginia, LTCFs between January 1 and May 31, 1999. Consultant pharmacists gathered data on patient demographics, ILI status, vaccination for influenza and streptococcal pneumonia, diagnosis of asthma or chronic obstructive pulmonary disease, and utilization of health care services related to ILI. Services included the use of antimicrobials, antivirals, and respiratory drugs; emergency room visits; diagnostic tests; hospitalizations; and medically related transportation. Costs were based on average wholesale prices (for drugs) and Medicare or Medicaid reimbursement rates. Data were collected for 551 patients. Of these, 112 patients had been diagnosed with 128 cases of ILI during the study period. Twenty-two patients with ILI had 28 visits to emergency rooms, and 30 patients with ILI had 36 hospitalizations. The mean +/- S.D. cost per case of ILI was $1341 +/- $2063; inpatient hospital costs accounted for 84% of this amount. Centers for Disease Control and Prevention criteria for ILI provided a lower incidence of ILI and, consequently, a lower mean +/- S.D. cost of $968 +/- $1806 per case. ILI in patients in four LTCFs in Richmond, Virginia, generated substantial costs, the bulk of which resulted from hospitalization. A substantial percentage of the patients apparently were not immunized.

Costs incurred by outpatient surgical centers in managing postoperative nausea and vomiting.

STUDY OBJECTIVE: To estimate the financial costs incurred by outpatient surgical centers in managing postoperative nausea and vomiting (PONV). DESIGN: Prospective, observational study. SETTING: 6 hospital-based outpatient surgery centers. PATIENTS: 211 adult patients undergoing outpatient surgery for laparoscopy, dilatation and curettage, knee arthroscopy, or hernia repair. MEASUREMENTS AND MAIN RESULTS: Of the 211 patients studied, 34 experienced PONV in the recovery room. For those patients experiencing PONV, personnel, supply, and drug costs for management of this condition averaged $14.94 per patient. In addition, PONV increased the centers' operating costs by delaying patient discharge by an average of 24 minutes. A minimum estimate of this cost, based on nurses' wage rates, was $7.12. This estimate is appropriate only for short-run considerations in outpatient surgery centers that operate at low capacity. An appropriate valuation for long-run considerations and for centers operating near capacity is based on the revenue that centers lose as a result of extended stays. Lost revenue was estimated to be $415 per patient experiencing PONV. CONCLUSIONS: PONV substantially increases the costs incurred by outpatient surgical centers.

An industry survey of current lower limits of detection for various radionuclides.

The results of a survey to assess detection limits of various radionuclides and their associated costs is presented herein. Included among the radionuclides of interest are mixed fission products, mixed activation products, actinides and transuranics, plus tritium (3H) and 14C. The survey encompassed commercial analytical radiochemistry services and nuclear instrument suppliers in the United States. In the study, a simple soil sample was defined as the object of consideration with no requirements for any special quality control/assurance. Standard procedures and instrumentation were requested, as were standard prices/costs required for the various analyses. The minimum detectable level for most isotopes using standard procedures was on the order of 0.0037 to 0.037 Bq g-1 (0.1 to 1.0 pCi g-1). The analytical costs varied by factors of 2 to 4 over a range of 0.0037 to 0.37 Bq g-1 (0.1 to 10.0 pCi g-1). While the ability to detect below 0.0037 Bq g-1 (0.1 pCi g-1) is possible, the required detection times were considered prohibitive for a commercial laboratory.

Comparison of practice patterns and job satisfaction of entry level PharmD and BS level graduates in hospital and community practice.

Controversy has and continues to exist over whether schools of pharmacy should make the PharmD the universal entry level pharmacy degree. Proponents argue that doctorate status would enhance pharmacy's professional image and society would benefit from doctoral-level training. Opponents counter that, given the present health care system, society can place only a small percentage of pharmacists in positions requiring training at the doctorate level and, further, placing pharmacists with highly developed clinical skills in positions not requiring such skills will lead to both frustration and loss of clinical skills. The present study investigated the following research questions with regard to community and hospital pharmacy practice: (i) do job activities of entry level PharmD graduates differ from those of BS graduates; and (ii) does the job satisfaction of entry level PharmD and BS graduates differ? Questionnaires were mailed to randomly selected California entry level PharmD graduates and Georgia BS graduates to elicit responses regarding practice patterns and job satisfaction. Response rates were 68 percent for PharmD and 62.5 percent for BS respondents. The subsequent data revealed that both PharmD and BS respondents devoted the greatest portion of their time to drug distribution in both practice settings. Minimal differences were noted in other work activities in either on practice setting. No differences in job satisfaction were found.

Comparison of job expectations fulfillment of BS and entry-level PharmD graduates in hospital and community practice.

Job expectations are an important link between work and subsequent employee mental and physical well-being. Schools and colleges play an important role in the development of job expectations. This role gives them the responsibility of not only technically training students but also instilling in them realistic job previews and career expectations. Failure to do so places the graduate in a state of conflict between the reality of work in his/her chosen career and his/her preconceived expectations regarding the work. This state represents a potential source of job-related stress. BS and entry level PharmD training programs represent two approaches to pharmaceutical education in a practice environment which remains essentially the same for graduates of both programs. As such, there is the potential for a mismatch of job expectations resulting from one or both of the degree types. The present study investigated the following research questions: (i) to what extent are job expectations being fulfilled for pharmacists in hospital and community pharmacy; and (ii) in community and hospital practice, does the fulfillment of job expectations of BS and entry level PharmD graduates differ? Questionnaires were mailed to randomly selected 1980 to 1986 graduates of seven schools or colleges of pharmacy to elicit responses regarding fulfillment of job expectations in their present community or hospital pharmacy positions. The response rate was 48 percent. The subsequent data revealed that pharmacists generally felt that their job expectations were being fulfilled. No differences in overall fulfillment of job expectations were found between BS and entry level PharmD graduates in either community or hospital pharmacy practice.(ABSTRACT TRUNCATED AT 250 WORDS)

Implementation and application of a pharmacy-based microcomputer system for small hospitals.

Small hospital pharmacies often are faced with staff and budgetary constraints to the point that provision of some clinical and management services is not feasible. Low cost and recent microcomputer hardware and software advances designed to facilitate and support these services have made microsystems practical and within reach of even the smallest facility. The implementation of one microcomputer pharmacy management and support system is discussed.