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http://dx.doi.org/10.1016/j.anl.2025.02.006 | DOI Listing |
J Craniofac Surg
September 2025
Department of Oral and Maxillofacial Surgery, University of Ulsan Hospital, University of Ulsan College of Medicine.
This study aimed to develop a deep-learning model for the automatic classification of mandibular fractures using panoramic radiographs. A pretrained convolutional neural network (CNN) was used to classify fractures based on a novel, clinically relevant classification system. The dataset comprised 800 panoramic radiographs obtained from patients with facial trauma.
View Article and Find Full Text PDFJ Physician Assist Educ
September 2025
Rachel Ditoro, EdD, MSPAS, PA-C, is a professor, program director of Salus at Drexel University PA Program, at Drexel University, Elkins Park, Pennsylvania.
Introduction: Physician assistant programs use summative evaluations to assess near graduates, with many using the PA Education Association (PAEA) End of Curriculum (EOC) exam to assess the medical knowledge component. Accurate identification of those students at risk of low Physician Assistant National Certifying Examination (PANCE) performance is imperative. The purpose of this study was to evaluate the relationship between the outcomes of the PAEA EOC exam and the PANCE.
View Article and Find Full Text PDFWorld J Pediatr Congenit Heart Surg
September 2025
Texas Center for Pediatric and Congenital Heart Disease, The University of Texas at Austin Dell Medical School, Austin, TX, USA.
Pericardial effusion (PCE) represents a significant postoperative complication following congenital heart surgery (CHS), contributing to more complex postoperative care and heightened morbidity. In this study, we aim to elucidate the risk factors contributing to PCE development post-CHS through analysis of data from a nationwide, multi-institutional database. Review of the Pediatric Health Information System Database from January 1, 2004, to December 30, 2023.
View Article and Find Full Text PDFJ Am Coll Surg
September 2025
Departments of Endocrine and General Surgery, Cleveland Clinic, Cleveland, OH.
Background: Although traditionally reserved for unresectable lesions, recent studies have provided evidence that in selected patients, microwave ablation (MWA) may provide similar oncologic outcomes compared to liver resection (LR). This study aimed to compare oncologic outcomes of patients with solitary small (<3 cm) colorectal liver metastasis (CRLM) undergoing LR vs laparoscopic MWA.
Study Design: This retrospective study included patients with a solitary CRLM <3cm treated with LR or MWA in three centers over 25-years.
J Korean Med Sci
September 2025
Department of Transdisciplinary Medicine, Seoul National University Hospital, Seoul, Korea.
Background: With the increasing incidence of skin cancer, the workload for pathologists has surged. The diagnosis of skin samples, especially for complex lesions such as malignant melanomas and melanocytic lesions, has shown higher diagnostic variability compared to other organ samples. Consequently, artificial intelligence (AI)-based diagnostic assistance programs are increasingly needed to support dermatopathologists in achieving more consistent diagnoses.
View Article and Find Full Text PDF