Framework for Biosignal Interpretation in Intensive Care and Anesthesia

1997 ◽  
Vol 36 (04/05) ◽  
pp. 340-344 ◽  
Author(s):  
I. Korhonen ◽  
M. van Gils ◽  
A. Kari ◽  
N. Saranummi

Abstract:Improved monitoring improves outcomes of care. As critical care is “critical”, everything that can be done to detect and prevent complications as early as possible benefits the patients. In spite of major efforts by the research community to develop and apply sophisticated biosignal interpretation methods (BSI), the uptake of the results by industry has been poor. Consequently, the BSI methods used in clinical routine are fairly simple. This paper postulates that the main reason for the poor uptake is the insufficient bridging between the actors (i.e., clinicians, industry and research). This makes it difficult for the BSI developers to understand what can be implemented into commercial systems and what will be accepted by clinicians as routine tools. A framework is suggested that enables improved interaction and cooperation between the actors. This framework is based on the emerging commercial patient monitoring and data management platforms which can be shared and utilized by all concerned, from research to development and finally to clinical evaluation.

Author(s):  
A. Otero ◽  
P. Félix ◽  
S. Barro

Technological advances in the fields of electronics and computer science have given rise to a considerable increase in the number of physiological parameters available to clinical staff for interpreting a patient’s state. However, owing to the limitations and flaws in current commercial monitoring devices, this has not resulted in a corresponding increase in healthcare quality. This chapter analyses the reasons why clinical staff are not making full use of information from the monitoring devices currently in use in critical care units; a review is made of the most salient proposals from the scientific literature in order to address the imbalance existing between the amount of data available and the improvement in healthcare; and those problems for which suitable solutions have yet to be found and which have, up until now, hindered the applications of said proposals to clinical routine are analysed.


Author(s):  
Sonali Basu ◽  
Robin Horak ◽  
Murray M. Pollack

AbstractOur objective was to associate characteristics of pediatric critical care medicine (PCCM) fellowship training programs with career outcomes of PCCM physicians, including research publication productivity and employment characteristics. This is a descriptive study using publicly available data from 2557 PCCM physicians from the National Provider Index registry. We analyzed data on a systematic sample of 690 PCCM physicians representing 62 fellowship programs. There was substantial diversity in the characteristics of fellowship training programs in terms of fellowship size, intensive care unit (ICU) bed numbers, age of program, location, research rank of affiliated medical school, and academic metrics based on publication productivity of their graduates standardized over time. The clinical and academic attributes of fellowship training programs were associated with publication success and characteristics of their graduates' employment hospital. Programs with greater publication rate per graduate had more ICU beds and were associated with higher ranked medical schools. At the physician level, training program attributes including larger size, older program, and higher academic metrics were associated with graduates with greater publication productivity. There were varied characteristics of current employment hospitals, with graduates from larger, more academic fellowship training programs more likely to work in larger pediatric intensive care units (24 [interquartile range, IQR: 16–35] vs. 19 [IQR: 12–24] beds; p < 0.001), freestanding children's hospitals (52.6 vs. 26.3%; p < 0.001), hospitals with fellowship programs (57.3 vs. 40.3%; p = 0.01), and higher affiliated medical school research ranks (35.5 [IQR: 14–72] vs. 62 [IQR: 32, unranked]; p < 0.001). Large programs with higher academic metrics train physicians with greater publication success (H index 3 [IQR: 1–7] vs. 2 [IQR: 0–6]; p < 0.001) and greater likelihood of working in large academic centers. These associations may guide prospective trainees as they choose training programs that may foster their career values.


2021 ◽  
pp. 175114372110121
Author(s):  
Stephen A Spencer ◽  
Joanna S Gumley ◽  
Marcin Pachucki

Background Critically ill children presenting to district general hospitals (DGH) are admitted to adult intensive care units (AICUs) for stabilisation prior to transfer to paediatric intensive care units (PICUs). Current training in PICU for adult intensive care physicians is only three months. This single centre retrospective case series examines the case mix of children presenting to a DGH AICU and a multidisciplinary survey assesses confidence and previous experience, highlighting continued training needs for DGH AICU staff. Methods all paediatric admissions to AICU and paediatric retrievals were reviewed over a 6-year period (2014-2019). Cases were identified from the Electronic Patient Record (EPR) and from data provided by the regional paediatric retrieval service. A questionnaire survey was sent to AICU doctors and nurses to assess confidence and competence in paediatric critical care. Results Between 2014-2019, 284 children were managed by AICU. In total 35% of cases were <1 y, 48% of cases were <2 y and 64% of cases were <5 y, and 166/284 (58%) children were retrieved. Retrieval reduced with increasing age (OR 0.49 [0.40-0.60], p < 0.0001). The survey had an 82% response rate, and highlighted that only 13% of AICU nurses and 50% of doctors had received prior PICU training. Conclusion At least one critically unwell child presents to the AICU each week. Assessment, stabilisation and management of critically unwell children are vital skills for DGH AICU staff, but confidence and competence are lacking. Formalised strategies are required to develop and maintain paediatric competencies for AICU doctors and nurses.


Author(s):  
M. Ostermann ◽  
A. Schneider ◽  
T. Rimmele ◽  
I. Bobek ◽  
M. van Dam ◽  
...  

Abstract Purpose Critical Care Nephrology is an emerging sub-specialty of Critical Care. Despite increasing awareness about the serious impact of acute kidney injury (AKI) and renal replacement therapy (RRT), important knowledge gaps persist. This report represents a summary of a 1-day meeting of the AKI section of the European Society of Intensive Care Medicine (ESICM) identifying priorities for future AKI research. Methods International Members of the AKI section of the ESICM were selected and allocated to one of three subgroups: “AKI diagnosis and evaluation”, “Medical management of AKI” and “Renal Replacement Therapy for AKI.” Using a modified Delphi methodology, each group identified knowledge gaps and developed potential proposals for future collaborative research. Results The following key research projects were developed: Systematic reviews: (a) epidemiology of AKI with stratification by patient cohorts and diagnostic criteria; (b) role of higher blood pressure targets in patients with hypertension admitted to the Intensive Care Unit, and (c) specific clearance characteristics of different modalities of continuous renal replacement therapy (CRRT). Observational studies: (a) epidemiology of critically ill patients according to AKI duration, and (b) current clinical practice of CRRT. Intervention studies:( a) Comparison of different blood pressure targets in critically ill patients with hypertension, and (b) comparison of clearance of solutes with various molecular weights between different CRRT modalities. Conclusion Consensus was reached on a future research agenda for the AKI section of the ESICM.


2021 ◽  
Vol 36 (1) ◽  
pp. 55-70
Author(s):  
Jeffrey Haspel ◽  
Minjee Kim ◽  
Phyllis Zee ◽  
Tanja Schwarzmeier ◽  
Sara Montagnese ◽  
...  

We currently find ourselves in the midst of a global coronavirus disease 2019 (COVID-19) pandemic, caused by the highly infectious novel coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Here, we discuss aspects of SARS-CoV-2 biology and pathology and how these might interact with the circadian clock of the host. We further focus on the severe manifestation of the illness, leading to hospitalization in an intensive care unit. The most common severe complications of COVID-19 relate to clock-regulated human physiology. We speculate on how the pandemic might be used to gain insights on the circadian clock but, more importantly, on how knowledge of the circadian clock might be used to mitigate the disease expression and the clinical course of COVID-19.


IEEE Access ◽  
2021 ◽  
pp. 1-1
Author(s):  
Klaas vd Zwaag ◽  
Marianne Marinho ◽  
Wesley Costa ◽  
Francisco Santos ◽  
Teodiano Bastos-Filho ◽  
...  

2021 ◽  
Vol 108 (Supplement_2) ◽  
Author(s):  
E Burke ◽  
P Balfe

Abstract Introduction The ongoing COVID-19 pandemic has presented unforeseen threats and stresses to healthcare systems around the world, most notably in the ability to provide critical care. Aim To assess surgical NCHD experience in providing critical care and working in an intensive care environment. Method An electronic survey was distributed amongst surgical trainees and then amongst individual surgical departments. Ten questions were included in the survey assessing the NCHD’s experience with aspects of critical care. Results 39 respondents including 16 specialist registrars, 3 senior registrars, 11 registrars and 9 senior house officers. 18% of respondents had previous experience in anaesthetics or intensive care. 23% self-reported being competent in performing endotracheal intubation. 15% self-reported being competent in the use of CPAP and BiPaP, 5% did not know what these were. 20% self-reported being competent in the use of AIRVO. 15% self-reported being competent in placing central and arterial lines. 15% self-reported being competent in starting and adjusting inotropes/vasopressors. 49% reported completing a CCRISP or BASIC course. 85% felt that a rotation in anaesthesia should be a routine part of surgical training. Conclusions Whilst there is critical care experience amongst the surgical NCHD cohort there remains room for further development.


2017 ◽  
Vol 19 (1) ◽  
pp. 6-14 ◽  
Author(s):  
Philip Emerson ◽  
Naomi Dodds ◽  
David R Green ◽  
Jan O Jansen

Background Critical illness requires specialist and timely management. The aim of this study was to create a geographic accessibility profile of the Scottish population to emergency departments and intensive care units. Methods This was a descriptive, geographical analysis of population access to ‘intermediate’ and ‘definitive’ critical care services in Scotland. Access was defined by the number of people able to reach services within 45 to 60 min, by road and by helicopter. Access was analysed by health board, rurality and as a country using freely available geographically referenced population data. Results Ninety-six percent of the population reside within a 45-min drive of the nearest intermediate critical care facility, and 94% of the population live within a 45-min ambulance drive time to the nearest intensive care unit. By helicopter, these figures were 95% and 91%, respectively. Some health boards had no access to definitive critical care services within 45 min via helicopter or road. Very remote small towns and very remote rural areas had poorer access than less remote and rural regions.


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