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Large Language Model Approach for Zero-Shot Information Extraction and Clustering of Japanese Radiology Reports: Algorithm Development and Validation.
JMIR Cancer
January 2025
Division of Radiology and Biomedical Engineering, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
Background: The application of natural language processing in medicine has increased significantly, including tasks such as information extraction and classification. Natural language processing plays a crucial role in structuring free-form radiology reports, facilitating the interpretation of textual content, and enhancing data utility through clustering techniques. Clustering allows for the identification of similar lesions and disease patterns across a broad dataset, making it useful for aggregating information and discovering new insights in medical imaging.
View Article and Find Full Text PDFWhat is the impact of lateral nasal wall osteotomy depth on pterygomaxillary separation during a Le Fort I downfracture?
Med Oral Patol Oral Cir Bucal
January 2025
Bezmialem Vakif University Faculty of Dentistry Department of Oral and Maxillofacial Surgery Fatih, Istanbul, Turkey
Background: The study aimed to investigate the effect of customized lateral nasal wall osteotomy (LNO) on the lateral nasal wall (LNW) and pterygomaxillary junction (PMJ) separation during Le Fort I. We hypothesized that customized LNO on the LNW affect the PMJ separation type.
Material And Methods: This prospective, controlled, randomized study included forty-three patients were randomly assigned to either the conventional or customized (study) osteotomy groups.
Barriers and facilitators of bystander intervention in response to racism in Colombia.
Glob Public Health
December 2025
Department of Psychology, University of Los Andes, Bogota, Colombia.
Racial discrimination is a pervasive global problem. Bystanders who observe racism can intervene to support the targets of racism, but they often fail to do so due to several context-specific barriers. There is currently little research on bystander behaviour in racism outside of English-speaking countries.
View Article and Find Full Text PDFFactors Influencing Knowledge-Action Gap in Patients With Metabolic Dysfunction-Associated Fatty Liver Disease: A Qualitative Study.
J Nutr Educ Behav
January 2025
Department of Fundamental and Community Nursing, School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, China. Electronic address:
Objective: To explore the knowledge-action gap regarding health behaviors and their influencing factors among patients with metabolic dysfunction-associated fatty liver disease (MAFLD), using the Health Belief Model as a theoretical framework.
Design: A qualitative approach was adopted, involving semistructured interviews with individuals with MAFLD.
Setting: Participants were recruited from a community hospital and a tertiary hospital in Nanjing, China, between July and October 2022.
Cognitive behavioral therapy for adolescents with eating disorders, with particular regard to clinical perfectionism.
Psychiatr Pol
October 2024
Katedra Psychologii Klinicznej i Psychoprofilaktyki, Instytut Psychologii, Uniwersytet Szczeciński.
Eating disorders are a considerable and prevalent problem among adolescents. Due to their significant adverse health consequences, it is of key importance to examine available treatment options and their effects. Despite the shared criteria for eating disorders in adolescents and adults, the diagnostic and therapeutic processes in the former require distinct specialist interventions, including the entire family environment.
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