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Comparative analysis of kidney function prediction: traditional statistical methods vs. deep learning techniques.
Clin Exp Nephrol
January 2025
Kawasaki Medical School, Department of Nephrology and Hypertension, Kurashiki, Japan.
Background: Chronic kidney disease (CKD) represents a significant public health challenge, with rates consistently on the rise. Enhancing kidney function prediction could contribute to the early detection, prevention, and management of CKD in clinical practice. We aimed to investigate whether deep learning techniques, especially those suitable for processing missing values, can improve the accuracy of predicting future renal function compared to traditional statistical method, using the Japan Chronic Kidney Disease Database (J-CKD-DB), a nationwide multicenter CKD registry.
View Article and Find Full Text PDFPatient perceptions of osteoporosis management: a qualitative pilot study by a patient advisory group.
Arch Osteoporos
January 2025
Department of Rheumatology and ULR 4490 (MabLab), University-Hospital of Lille, Lille, France.
Unlabelled: The management of osteoporosis even after a fracture is declining. Our pilot study in patients with osteoporosis confirms a large ignorance of the disease and major fears and uncertainties about the treatments. Complete and sustained medical information seems essential to counteract the contradictory information, which are exclusively negative.
View Article and Find Full Text PDFDeep Neck Infections. Review of 111 cases.
Otolaryngol Pol
January 2025
Riga Paul Stradins University, Riga, Latvia.
<b>Introduction:</b> Deep neck infections (DNI) are potentially life-threatening conditions. The infections are commonly polymicrobial, and develop as a result of oral cavity infections, tonsilitis, laryngitis, trauma, or malignancy. Timely diagnostics and management are essential to prevent severe complications such as airway obstruction, sepsis or mediastinitis.
View Article and Find Full Text PDFManagement of deep neck space infections - an Australian otolaryngology experience.
ANZ J Surg
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Otolaryngology Head and Neck Surgery Department, Western Health, Footscray, Victoria, Australia.
Background: Deep neck space infections (DNSI) are common, potentially life-threatening presentations in otolaryngology. Treatment is often based on the severity of presenting symptoms and surgeon preference. This study aims to evaluate the presentation and predictors of complications in patients presenting with DNSI at an Australian Otolaryngology referral centre.
View Article and Find Full Text PDFDesign and validation of the reflection skills self-assessment questionnaire (RSSAQ).
J Educ Health Promot
November 2024
Medical Education Research Center, Medical Education Department, Health Management and Safety Promotion Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran.
Background: Reflection is one of the main components of the medical sciences curriculum. It is one of the learner-centered educational strategies, leading to deep learning, and is necessary to attain professional capabilities. A pertinent challenge is how to assess reflection.
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