Clinical Research Directory

Drowning-related Acute Respiratory Failure

The purpose of this study is to assess the Non-Invasive Ventilation-Continuous Positive Airway Pressure efficacy (experimental group) for drowning related Acute Respiratory Failure compared to Oxygen Supply by face mask (15Liters/minutes) (control group).

Patients Treated by the Danish Emergency Medical Services Following Non-drowning Water Rescues From 2016 to 2023

Since 2015, all Danish prehospital EMS have used the nationwide Prehospital Electronic Medical Record (PEMR). In 2023, the investigators developed the Danish Drowning Formula (DDF), a text-search algorithm designed to search the unstructured text fields in the electronic medical records with comprehensive search criteria to identify all potential water-related incidents. This protocol describes the first study to analyse the prehospital data from a nationwide Danish cohort of patients treated by the EMS from 2016 to 2023 following non-drowning aquatic rescues.

Using Machine Learning to Optimise the Danish Drowning Formula

The Danish Drowning Formula (DDF) was designed to search the unstructured text fields in the Danish nationwide Prehospital Electronic Medical Record on unrestricted terms with comprehensive search criteria to identify all potential water-related incidents and achieve a high sensitivity. This was important as drowning is a rare occurrence, but it resulted in a low Positive Predictive Value for detecting drowning incidents specifically. This study aims to augment the positive predictive value of the DDF and reduce the temporal demands associated with manual validation.

Primary or Secondary Drowning

According to WHO's rules, any death certificate must state the underlying cause of death and contributory causes of death may also be stated. Differentiating between primary and secondary drowning is difficult, as information preceding the drowning incident is rarely available. Yet, knowing the most frequent causes of secondary drowning may provide useful information to healthcare professionals working in prehospital Emergency Medical Services, as this may affect prehospital treatment.

The Emergency Call on Drowning

This study aims to 1) describe patient-, setting-, and dispatcher-related characteristics in drowning-related emergency calls to the Emergency Medical Dispatch Centre (1-1-2 emergency phone) and 2) factors associated with 30-day survival. The investigators will separately analyse drowning-related out-of-hospital cardiac arrest (OHCA) and drowning-related non-OHCA. If feasible, the investigators will qualitatively analyse the calls to identify and describe potential barriers for an optimal handling strategy.

Developing an Utstein-style Danish Drowning Registry: Nationwide Fatal and Nonfatal Drowning Data Since 2016

This nationwide, registry-based study aims to link Danish Prehospital Drowning Data data with inhospital data to develop a Utstein-style Danish Drowning Registry. This study will report mortality and neurological outcomes 30 days after a drowning incident since 2016.