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J Dent Educ
September 2025
Department of Oral and Maxillofacial Surgery, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, P. R. China.
Background: Virtual reality (VR) and artificial intelligence (AI) technologies have advanced significantly over the past few decades, expanding into various fields, including dental education.
Purpose: To comprehensively review the application of VR and AI technologies in dentistry training, focusing on their impact on cognitive load management and skill enhancement. This study systematically summarizes the existing literature by means of a scoping review to explore the effects of the application of these technologies and to explore future directions.
Anal Chim Acta
November 2025
Laser Spectroscopy Lab, Department of Physics, University of Agriculture Faisalabad, 38090, Pakistan. Electronic address:
Background: Classification of rose species and verities is a challenging task. Rose is used worldwide for various applications, including but not restricted to skincare, medicine, cosmetics, and fragrance. This study explores the potential of Laser-Induced Breakdown Spectroscopy (LIBS) for species and variety classification of rose flowers, leveraging its advantages such as minimal sample preparation, real-time analysis, and remote sensing.
View Article and Find Full Text PDFFood Chem
September 2025
Guangdong Key Laboratory of Intelligent Food Manufacturing, Foshan University, Foshan, Guangdong 528225, China; School of Food Science and Engineering, South China University of Technology (SCUT), Guangzhou 510641, China.
Food flavor represents a complex, multisensory experience shaped by the interplay of volatile and non-volatile components, texture, and consumer perception. This review examines both traditional and emerging technologies in food flavor analysis, focusing on their applications, strengths, and limitations. Although traditional methods, such as sensory evaluation and chemical analysis, provide valuable insights, they are constrained by subjectivity and the inability to fully capture the dynamic nature of flavor perception.
View Article and Find Full Text PDFComput Methods Programs Biomed
August 2025
Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands.
Background And Objective: Preterm infants are characterized by immature cardiorespiratory systems and require continuous monitoring of physiological signals in neonatal intensive care units (NICUs) to assess their clinical condition and return alarms in critical situations. However, many alarms are false or clinically irrelevant, leading to alarm fatigue for nurses and clinicians. A particularly high false alarm rate is reported for central apneas (CAs), with precision as low as 0.
View Article and Find Full Text PDFJ Am Coll Cardiol
August 2025
Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA; Department of Cardiology, Kaiser Permanente Santa Clara Medical Center, Santa Clara, California, USA. Electronic address:
Background: Accurate measurement of echocardiographic parameters is crucial for the diagnosis of cardiovascular disease and tracking of change over time; however, manual assessment requires time-consuming effort and can be imprecise. Artificial intelligence has the potential to reduce clinician burden by automating the time-intensive task of comprehensive measurement of echocardiographic parameters.
Objectives: The purpose of this study was to develop and validate open-sourced deep learning semantic segmentation models for the automated measurement of 18 anatomic and Doppler measurements in echocardiography.