Susanna Hedenborg, Mathilde Kronborg, Anna Sätre, Aage Radmann, Gabriella Torell Palmquist, Petra Andersson
Pro-Environmental Transformation of the Equine Sector-Facilitators and Challenges
Animals : an open access journal from MDPI
potential impact largescale combat operations multidomain operations peer adversaries poses significant challenges military health system including large volumes critically ill injured casualties prolonged care times austere care contexts limited movement contested logistics denied communications challenges contribute probability higher casualty mortality risk casualty care hinders commanders forward momentum opportunities overmatch battlefield novel technical solutions associated concepts operation fundamentally change delivery casualty care necessary achieve desired medical outcomes include maximizing warfighter battlereadiness minimizing returntoduty time optimizing medical evacuation clears casualties battlefield minimizing casualty morbidity mortality minimizing resource consumption across care continuum novel solutions promise automate certain aspects casualty care level individual caregiver system level unburden limited number providers make better datadriven decisions commentary describe concepts casualty digital twinsvirtual representations casualtys physical journey roles careand combined passive data collection casualty status caregiver actions realtime resource use lead humanmachine teaming increasing automation casualty care across care continuum maintaining improving outcomes path combat casualty care automation starts mapping modeling context casualty care realistic environments passive data collection large amounts unstructured data inform machine learning models contextaware models matched patient physiology models create casualty digital twins better predict casualty needs resources required ultimately inform accelerate decisionmaking across continuum care draw experience automotive industry exemplar achieving automation health care inculcate automation mechanism optimizing casualty care survival chain