Delirium detection in intensive care: The way forward

2010 ◽  
Vol 23 (1) ◽  
pp. 39
Author(s):  
J. Abbey ◽  
M. Mitchell ◽  
L. Aitken
Keyword(s):  
Anaesthesia ◽  
1998 ◽  
Vol 53 (12) ◽  
pp. 1141-1143 ◽  
Author(s):  
J. Nicholl ◽  
S. Willatts

2019 ◽  
Author(s):  
Dinh-Phong Nguyen ◽  
Nicolas Paris ◽  
Adrien Parrot

Readmission in the intensive care unit (ICU) is associated with poor clinical outcomes and high costs. Traditional scoring methods to help clinicians deciding whether a patient is ready for discharge have failed to meet expectations, paving the way for machine learning based approaches. Freely available datasets such as MIMIC-III have served as benchmarking media to compare such tools. We used the OMOP-CDM version of MIMIC-III (MIMIC-OMOP) to train and evaluate a lightweight tree boosting method to predict readmission in ICU at different time points after discharge (3, 7, 15 and 30 days), outperforming existing solutions with an AUROC of 0.802 (SD=0.011) and a recall of 0.837 (SD=0.016) for 3-days readmission.


Author(s):  
Lidia Glinka ◽  
Jolanta Januszkiewicz ◽  
Aleksandra Gutysz-Wojnicka ◽  
Nastassia Karakina ◽  
Małgorzata Braczkowska ◽  
...  

Introduction A disease of a loved one constitutes a serious disturbance in the functioning of many families. Meeting expectations of patients’ families is seen as an element conditioning the level of satisfaction from the care provided in hospital. Aim The aim of this study was to investigate the expectations of families of people hospitalized in the Intensive Care Units (ICUs). Material and methods The study was carried out in ICUs in the Warmińsko-Mazurskie Voivodeship. The study was performed by diagnostic survey using the questionnaire technique. In total 104 people were surveyed. Results and Discussion The highest ranking expectation of the patient’s loved ones was that of trust towards the staff diagnosing and treating the patient as well as the staff nursing them. Then there came: the feeling of ensuring the best care possible for the patient, obtaining information about the patient’s health, education on the way the unit functions, staying at the patient’s bedisde in the ICU. Lower in the ranking were the importance of having access to the family zone amenities, the opportunity of sharing their problems with others or receiving psychological and pastoral care. Conclusions The most important need of visitors to the ICU is to obtain assurance that the patient is provided the best care possible. As the second most important need, the respondents mentioned the need to be close to the patient and easiness of obtaining information about their health condition provided by the doctor.


2007 ◽  
Vol 26 (4) ◽  
pp. 267-269
Author(s):  
Sherri Lee Simons

THE CURRENT SHORTAGE OF nurses is no secret to those who work in or manage neonatal intensive care units. The Health Resources and Service Administration projected that the vacancy rate among nursing positions will increase to 20 percent by 2015.1 Specialty care nurses are even harder to find.2,3 In one survey, 57 percent of hospitals reported that specialty unit positions are the hardest to fill and tend to have the highest vacancy rate.3 A dangerous worker shortage, more severe than many expect, is compounded by deep systems problems in the way most health care organizations operate today.4


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