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Detection of neurologic changes in critically ill infants using deep learning on video data: a retrospective single center cohort study.
EClinicalMedicine
December 2024
Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Background: Infant alertness and neurologic changes can reflect life-threatening pathology but are assessed by physical exam, which can be intermittent and subjective. Reliable, continuous methods are needed. We hypothesized that our computer vision method to track movement, pose artificial intelligence (AI), could predict neurologic changes in the neonatal intensive care unit (NICU).
View Article and Find Full Text PDFEffect of coping interventions on performance of medical students during objective structured clinical examination: A randomized controlled trial.
Med Teach
January 2025
University Claude Bernard Lyon 1, Healthcare Simulation Center (Centre Lyonnais d'Enseignement par Simulation en Santé, CLESS), SIMULYON, Lyon, France.
Article Synopsis
- The study aimed to evaluate the impact of short stress-coping interventions (cardiac biofeedback, mindfulness, and positive psychology) on the OSCE performance of medical students.
- Despite no significant improvement in academic scores for any intervention group compared to the control, students reported a more positive perception of their performance after the interventions.
- Conclusively, these brief interventions did not enhance students' actual academic performance during the OSCE, though they influenced their self-assessment.
Melanoma toolkit for early detection for primary care clinicians: a 1-year follow-up on outcomes.
Front Med (Lausanne)
December 2024
Department of Dermatology, Oregon Health & Science University, Portland, OR, United States.
Introduction: Primary care providers or clinicians (PCPs) have the potential to assist dermatologists in screening patients at risk for skin cancer, but require training to appropriately identify higher-risk patients, perform skin checks, recognize and biopsy concerning lesions, interpret pathology results, document the exam, and bill for the service. Very few validated dermatology training programs exist for PCPs and those that are available focus primarily on one emphasis area, which results in variable efficacy and single-topic limited scope.
Methods: We have created a free, online, continuing education program (Melanoma Toolkit for Early Detection, MTED) that allows learners to choose from a variety of multimedia tools (image recognition, videos, written material, in-person seminars, self-tests, etc.
Background: Mobile devices are now widely and extensively used by university students. With the rapid advancement in technology, mobile learning has become an important educational model, particularly for health schools' students. This research aims to investigate the attitudes of health schools' students in Jordan towards mobile learning, as well as their perceptions of mobile learning advantages and disadvantages compared to the traditional face-to-face learning model.
View Article and Find Full Text PDFCasual detection of an abdominal aortic aneurysm thanks to a trainee-made ultrasound with two subsequent "domino" diagnoses: case report and insights on the role of ultrasound courses.
J Ultrasound
December 2024
Geriatrics Unit, Garibaldi-Nesima Hospital, Catania, Italy.
Early detection of abdominal aortic aneurysm (AAA) is crucial as untreated lesions can be life-threatening. We describe the case of a fortuitous ultrasound (US) detection of AAA by a trainee which allowed two subsequent "domino" diagnoses. A 69 y.
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