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Boosting skin cancer diagnosis accuracy with ensemble approach.
Sci Rep
January 2025
School of Information and Electronic Engineering and Zhejiang Key Laboratory of Biomedical Intelligent Computing Technology, Zhejiang University of Science and Technology, No. 318, Hangzhou, Zhejiang, China.
Skin cancer is common and deadly, hence a correct diagnosis at an early age is essential. Effective therapy depends on precise classification of the several skin cancer forms, each with special traits. Because dermoscopy and other sophisticated imaging methods produce detailed lesion images, early detection has been enhanced.
View Article and Find Full Text PDFThe importance of multiple Z- plasty- assisted physical therapy in the treatment of Dupuytren's contracture.
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Department of Physical Medicine, Rheumatology and Rehabilitation, Faculty of Medicine, Tanta University, Tanta, Egypt.
Background: The palmar aponeurosis is extremely adherent to the skin above it. Many of the pre-tendinous coarse fibers enter the dermis at an angle, not just in the palmar creases but also throughout the palm. It's difficult to distinguish whether Dupuytren's illness starts in the skin's dermis or the palmar aponeurosis since the skin adheres so closely to the palmar fascia.
View Article and Find Full Text PDFParents' Experiences of Raising 7- to 11-Year-Old Children With ADHD and Perception of a Proposed Parenting Program: A Qualitative Study.
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Curtin University, Perth, WA, Australia.
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Methods: Reflexive thematic analysis of semi-structured interviews undertaken with 11 Australian parents of 7- to 11-year-old children with ADHD. Interviews were conducted over Webex, audio recorded, transcribed verbatim, and analyzed in NVivo Ltd.
50 Years of the Glasgow Coma Scale: A historical perspective.
J Clin Neurosci
January 2025
Faculty of Health and Medical Sciences, The University of Adelaide, Australia.
The Glasgow Coma Scale (GCS) was first published in The Lancet by Sir Graham Teasdale and Bryan Jennett 50 years ago based on their pioneering work on developing a numerical scale to describe coma in clear and reproducible terms and to avoid the confusion associated with the wide variety of descriptive terms for consciousness that were in use at the time. It's difficult to know if Teasdale and Jennett could have predicted how influential, widespread and long-lasting the GCS would become, but in retrospect it seems clear that the GCS was introduced at a perfect stage in the development of modern clinical neurosurgery and neuroscience research. The simplicity of the scale, its recognition by senior academics and the emerging radiology technologies in the 1970s heralded a new era of neuroscience and an approach to the management of not only traumatic brain injury (TBI) but other types of central nervous system disease in which consciousness was affected, such as aneurysmal subarachnoid haemorrhage and stroke.
View Article and Find Full Text PDFComparison and analysis of deep learning models for discriminating longitudinal and oblique vaginal septa based on ultrasound imaging.
BMC Med Imaging
December 2024
Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Avenue, Wuhan, Hubei Province, 430030, China.
Background: The longitudinal vaginal septum and oblique vaginal septum are female müllerian duct anomalies that are relatively less diagnosed but severely fertility-threatening in clinical practice. Ultrasound imaging is commonly used to examine the two vaginal malformations, but in fact it's difficult to make an accurate differential diagnosis. This study is intended to assess the performance of multiple deep learning models based on ultrasonographic images for distinguishing longitudinal vaginal septum and oblique vaginal septum.
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