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Editorial: Way to Go with OSA Biomarkers.
Sleep
January 2025
Professor of Medicine and Physiology & Biophysics, University Hospitals, Cleveland Medical Center, Case Western University School of Medicine, Cleveland OH, USA.
Generative artificial intelligence in graduate medical education.
Front Med (Lausanne)
January 2025
Clinical Informatics Fellowship Program, Baylor Scott & White Health, Round Rock, TX, United States.
Generative artificial intelligence (GenAI) is rapidly transforming various sectors, including healthcare and education. This paper explores the potential opportunities and risks of GenAI in graduate medical education (GME). We review the existing literature and provide commentary on how GenAI could impact GME, including five key areas of opportunity: electronic health record (EHR) workload reduction, clinical simulation, individualized education, research and analytics support, and clinical decision support.
View Article and Find Full Text PDFMUTUAL: Towards Holistic Sensing and Inference in the Operating Room.
Med Image Comput Comput Assist Interv
January 2025
Surgical & Interventional Engineering, King's College London, UK.
Embodied AI (E-AI) in the form of intelligent surgical robotics and other agents is calling for data platforms to facilitate its development and deployment. In this work, we present a cross-platform multimodal data recording and streaming software, MUTUAL, successfully deployed on two clinical studies, along with its ROS 2 distributed adaptation, MUTUAL-ROS 2. We describe and compare the two implementations of MUTUAL through their recording performance under different settings.
View Article and Find Full Text PDFBuilding a Culture of Health Through Leader-Inspired Nutrition.
Mil Med
January 2025
Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD 20814, USA.
The balance of operational readiness and maintaining a healthy recruitment force presents increasing challenges within the DoD. Chronic preventable diseases, such as overweight and obesity, along with musculoskeletal injuries, are threats to recruitment and retention. Novel approaches are needed and leaders are in a unique position to serve a key role in influencing nutrition readiness.
View Article and Find Full Text PDFNeoadjuvant or perioperative immunotherapy for resectable melanoma: The need for biomarkers.
Eur J Cancer
January 2025
National Center for Cancer Immune Therapy, Department of Oncology, Copenhagen University Hospital, Herlev, Denmark. Electronic address:
Groundbreaking studies have reshaped the treatment landscape for patients with resectable stage ≥IIIB melanoma by demonstrating the benefits of neoadjuvant therapy. Data from the NADINA and SWOG S1801 trials reveal substantial improvements in event-free survival compared to adjuvant therapy alone. These studies employed distinct neoadjuvant immunotherapy approaches - ipilimumab plus nivolumab in NADINA and anti-PD-1 monotherapy in SWOG S1801 - highlighting potential differences in efficacy and toxicity.
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