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Deep learning for kidney trauma detection: CT image algorithm performance and external validation: experimental study.
Int J Surg
January 2025
Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Linkou; Chang Gung University, Taoyuan, Taiwan.
Background: Detecting kidney trauma on CT scans can be challenging and is sometimes overlooked. While deep learning (DL) has shown promise in medical imaging, its application to kidney injuries remains underexplored. This study aims to develop and validate a DL algorithm for detecting kidney trauma, using institutional trauma data and the Radiological Society of North America (RSNA) dataset for external validation.
View Article and Find Full Text PDFUSPSTF Recommendation Statement About Screening and Supplementation for Iron Deficiency and Iron Deficiency Anemia During Pregnancy.
JAMA
January 2025
Division of Hematology, Brigham and Women's Hospital, Boston, Massachusetts.
Cardiac Biomarker Testing in US Emergency Departments.
JAMA Intern Med
January 2025
Harvard Medical School, Boston, Massachusetts.
Termination of Resuscitation Rules for In-Hospital Cardiac Arrest.
JAMA Intern Med
January 2025
Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
Importance: There are no validated decision rules for terminating resuscitation during in-hospital cardiac arrest. Decision rules may guide termination and prevent inappropriate early termination of resuscitation.
Objective: To develop and validate termination of resuscitation rules for in-hospital cardiac arrest.
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