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Application of deep learning model based on unenhanced chest CT for opportunistic screening of osteoporosis: a multicenter retrospective cohort study.
Insights Imaging
January 2025
Department of Orthopaedics, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China.
Introduction: A large number of middle-aged and elderly patients have an insufficient understanding of osteoporosis and its harm. This study aimed to establish and validate a convolutional neural network (CNN) model based on unenhanced chest computed tomography (CT) images of the vertebral body and skeletal muscle for opportunistic screening in patients with osteoporosis.
Materials And Methods: Our team retrospectively collected clinical information from participants who underwent unenhanced chest CT and dual-energy X-ray absorptiometry (DXA) examinations between January 1, 2022, and December 31, 2022, at four hospitals.
Agency - the capacity to produce an effect - is a foundational aspect of medical education. Agency is usually conceptualized at the level of the , with each learner charged with taking responsibility to pull themselves up by their bootstraps. This conceptualization is problematic.
View Article and Find Full Text PDFInteraction Between YTH Domain-Containing Family Protein 2 and SET Domain-Containing Lysine Methyltransferase 7 Suppresses Autophagy in Osteoarthritis Chondrocytes, Exacerbating Cartilage Damage.
J Gene Med
January 2025
Department of Joint Surgery and Orthopedic Medicine, Shanghai Changzheng Hospital (The Second Affiliated Hospital of Naval Medical University), Shanghai, China.
Background And Objective: Osteoarthritis (OA) is characterized by progressive cartilage degeneration mediated by various molecular pathways, including inflammatory and autophagic processes. SET domain-containing lysine methyltransferase 7 (SETD7), a methyltransferase, has been implicated in OA pathology. This study investigates the expression pattern of SETD7 in OA and its role in promoting interleukin-1 beta (IL-1β)-induced chondrocyte injury through modulation of autophagy and inflammation.
View Article and Find Full Text PDFOSBPL3 modulates the immunosuppressive microenvironment and predicts therapeutic outcomes in pancreatic cancer.
Biol Direct
January 2025
School of Medicine, South China University of Technology, Guangzhou, 510006, China.
Background: Pancreatic cancer is characterized by a complex tumor microenvironment that hinders effective immunotherapy. Identifying key factors that regulate the immunosuppressive landscape is crucial for improving treatment strategies.
Methods: We constructed a prognostic and risk assessment model for pancreatic cancer using 101 machine learning algorithms, identifying OSBPL3 as a key gene associated with disease progression and prognosis.
Construction of a nursing management program for early fluid resuscitation in patients with acute pancreatitis: a Delphi study in China.
BMC Nurs
January 2025
General Surgery Department, Tongji Shanxi Hospital, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, 99 Longcheng street, Taiyuan, 030032, Shanxi province, China.
Aim And Objectives: To construct a set of scientific and feasible nursing management protocols for early fluid resuscitation in acute pancreatitis (AP) patients that can be used to guide clinical practice and enhance the treatment efficacy in these patients.
Background: Fluid resuscitation is a key means of early treatment for AP patients and has become a clinical consensus. Nurses are important practitioners of fluid resuscitation, and there is a lack of specific enforceable nursing management programs.
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