Studies in health technology and informatics
-
Stud Health Technol Inform · Jan 2013
Engineering natural language processing solutions for structured information from clinical text: extracting sentinel events from palliative care consult letters.
Despite a trend to formalize and codify medical information, natural language communications still play a prominent role in health care workflows, in particular when it comes to hand-overs between providers. Natural language processing (NLP) attempts to bridge the gap between informal, natural language information and coded, machine-interpretable data. This paper reports on a study that applies an advanced NLP method for the extraction of sentinel events in palliative care consult letters. ⋯ A random selection of 215 anonymized consult letters was used for the study. The results of the NLP extraction were evaluated by comparison with coded sentinel event data captured independently by clinicians. The average accuracy of the automated extraction was 73.6%.
-
Apps running on mobile devices are continually gaining importance, for medical professionals as well as for patients. When used appropriately, they can support their users, have the potential to increase efficiency and to lower costs. However, the information available for "medical apps" that are currently being distributed in the official mobile app stores of different mobile platforms often rather raises than answers questions regarding important aspects such as functionality, limits, data integrity, security and privacy. In this paper, we analyze the current situation, including a basic overview over current reporting and regulatory mechanisms and propose the use of an app-synopsis as step in direction of transparency.
-
Smartphones have become increasingly popular among every segment of the population. Caregivers do not want to miss out on this evolution and express interest in using mobile devices to perform their everyday care. This tendency has been well understood by many software providers who have produced many medical applications for smartphones. ⋯ In this paper, we look to adopt a rigorous approach to acquire evidence about these concerns through a prospective study. In order to get this evidence, the study compares several input interfaces in the context of recording vital signs on mobile devices. We would like to discover not only which interface is the most efficient, but also which one is the least prone to errors.
-
Stud Health Technol Inform · Jan 2013
Clinical handover improvement in context: exploring tensions between user-centred approaches and standardisation.
User-centred approaches in the development and evaluation of health information systems promote the importance of involving users and understanding their social contexts to optimise the quality and safety of these systems for patient care. Simultaneously, the standardisation of clinical practices has also been advocated to improve the quality and safety of patient care. In the context of clinical handover improvement within three different departments in one tertiary teaching hospital, this paper highlights the potential for tensions between these two approaches and explores their implications. ⋯ This led to the project developing distinct minimum data sets for each of the three departments that posed challenges for efforts to standardise handover practices across the hospital and for building an integrated information system. While on the one hand accommodating unique departmental user requirements was valuable, they revealed the potential for the introduction of quality and safety risks at the organisational level. To resolve these tensions, the project team developed an approach called flexible standardisation that has now been embedded in Australia' s national guidelines on clinical handover improvement.
-
Stud Health Technol Inform · Jan 2013
Using the intubating laryngeal tube in a manikin - user evaluation of a new airway device.
This work describes the use of a new intubation device, the intubating laryngeal tube (iLTA) as developed by Boedeker. Emergency Department residents and staff from the University of Nebraska Medical Center performed intubations using the Laerdal Difficult Airway Trainer Manikin(TM). The participants' perceived value of the intubating laryngeal tube as well as its efficacy in intubation performance were measured and found to be highly favorable.