Abstract Potentially traumatic medical events (PTMEs) occur across acute and chronic illness trajectories, such as invasive procedures, intensive care, and life‐threatening diagnoses. Emerging evidence suggests that approximately 20% of individuals exposed to PTMEs develop posttraumatic stress disorder (PTSD).
Reneé El‐Gabalawy +4 more
wiley +1 more source
Comparative performance of manual triage systems and ML models in predicting clinical outcomes among patients transported to the emergency department by emergency medical services. [PDF]
Selvi H +9 more
europepmc +1 more source
Abstract In racially and economically segregated communities, structural violence and chronic adversity perpetuate the risk for community violence and related trauma exposure. Despite widespread awareness of community violence, urban youth of color are among those least likely to have access to services that promote trauma recovery. When these youth do
Bradley C. Stolbach +7 more
wiley +1 more source
Impact of a Prototype Combining Recommender Functionality With Structured Documentation on Operator Performance in Calls to Medical Communication Centers: Quasi-Experimental Feasibility Study. [PDF]
Fotland SS +9 more
europepmc +1 more source
Accuracy of Key Sonographic Markers for Juxta‐Articular Fractures
Objectives To systematically evaluate sonographic features of long bone juxta‐articular fractures and identify key diagnostic predictors using machine learning‐based feature selection. Methods This prospective single‐center diagnostic accuracy study enrolled 121 patients with clinically suspected juxta‐articular fractures.
Xiaofang Fu +11 more
wiley +1 more source
Dementia diagnostic deserts: workforce and geographic inequities in the diagnostic pathway for cognitive impairment. [PDF]
Xu Z, Xue Y, Zheng Y, Wu B.
europepmc +1 more source
Should Dermatologists Recommend Direct‐to‐Consumer App‐Based Remote Diagnostics? An Ethical Analysis
ABSTRACT Background Dermatology patients still face barriers in accessing timely specialist care. As direct‐to‐consumer (DTC) apps for remote dermatological diagnostics proliferate, guidance is lacking. While promising efficiency and efficacy, their clinical—and ethical—legitimacy is not yet well established.
Sonja Mathes +9 more
wiley +1 more source
Predictive value of initial triage vital signs for in-hospital mortality in acute aortic dissection patients: a retrospective study in the emergency department. [PDF]
Xie N, Shi Y.
europepmc +1 more source
ABSTRACT Artificial Intelligence is rapidly transforming allergology by enhancing diagnosis, risk prediction, automation, patient communication, education, and therapy development. Machine learning approaches, including convolutional neural networks, recurrent architectures, and transformer‐based models, enable analysis of complex datasets from ...
Sebastian Seurig +2 more
wiley +1 more source

