Kaitlyn Ahlers, Maria L Hugh, Daina Tagavi, Curtis Eayrs, Alyssa M Hernandez, Theodore Ho, Jill Locke
"On an island by myself": implications for the inclusion of autistic students in self-contained classrooms in public elementary schools
Frontiers in psychiatry
due demographic change recently coronavirus disease covid19 importance modern intensive care units icu becoming apparent one key components icu continuous monitoring patients vital parameters however existing advances informatics signal processing engineering could alleviate burden icus yet applied could due lack user involvement research development study focused satisfaction icu staff current patient monitoring suggestions future improvements aimed identify aspects monitoring interrupt patient care display devices remote monitoring use cases artificial intelligence ai whether icu staff members willing improve digital literacy contribute improvement patient monitoring aimed identify differences responses different professional groups survey study performed icu staff 4 icus german university hospital november 2019 january 2020 developed webbased 36item survey questionnaire analyzing preceding qualitative interview study icu staff clinical requirements future patient monitoring statistical analyses questionnaire results included median values bootstrapped 95 confidence intervals chisquare tests compare distributions item responses professional groups total 86 270 icu physicians nurses completed survey questionnaire majority stated felt confident using patient monitoring equipment high rates falsepositive alarms many sensor cables interrupted patient care regarding future improvements respondents asked wireless sensors reduction number falsepositive alarms hospital standard operating procedures alarm management responses display devices proposed remote patient monitoring divided respondents indicated would useful earlier alerting responsible multiple wards ai icus would useful early detection complications increased risk mortality addition ai could propose guidelines therapy diagnostics transparency interoperability usability staff training essential promote use ai majority wanted learn new technologies icu required time learning physicians fewer reservations nurses aibased intelligent alarm management using mobile phones remote monitoring survey study icu staff revealed key improvements patient monitoring intensive care medicine hospital providers medical device manufacturers focus reducing false alarms implementing hospital alarm standard operating procedures introducing wireless sensors preparing use ai enhancing digital literacy icu staff results may contribute usercentered transfer digital technologies practice alleviate challenges intensive care medicine clinicaltrialsgov nct03514173 httpsclinicaltrialsgovct2shownct03514173