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In order to improve the recognition effect of student weariness emotion in English classroom, this paper combines intelligent Internet of Things technology and big data technology to construct an improvement model of student weariness emotion in English classroom. In the process of student facial expression recognition, according to the given grayscale threshold, this paper extracts the surface contour information from the three-dimensional volume data, extracts the student's surface contour information, and uses triangular facets to fit to form a triangular mesh. Moreover, this paper renders a triangular mesh model and shows how to speed up the calculation of PFH. In addition, this paper proposes a Fast Point Feature Histogram, which uses an iterative closest point fine registration algorithm for image registration. Finally, this paper constructs an emotion recognition model of students' weariness in English classroom. From the test results, it can be seen that the student weariness emotion recognition system in English classroom proposed in this paper can effectively identify students' weariness emotion.
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http://dx.doi.org/10.1155/2022/9369389 | DOI Listing |
Orphanet J Rare Dis
September 2025
Évaluation Clinique des Psychothérapies et de La Psychopathologie (EVACLIPSYD), Université Paris Nanterre, Nanterre, France.
Background: Sickle cell disease (SCD) is a chronic inherited blood disorder caused by abnormal haemoglobin production, affecting over seven million people worldwide. Although pain-particularly acute bone pain-is the hallmark symptom of this disease, fatigue is also a commonly observed manifestation. Fatigue is a debilitating symptom in Sickle Cell Disease (SCD) that significantly impacts quality of life.
View Article and Find Full Text PDFFront Psychiatry
August 2025
Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Background: Autism Spectrum Disorder (ASD) is characterized by social deficits and restricted, repetitive behaviors, with fewer than 10% achieving independent adulthood. Immersive virtual reality (IVR) provides a novel training approach through interactive and realistic environments. This study developed an IVR system to enhance adaptive skills in children and adolescents with high-functioning ASD.
View Article and Find Full Text PDFAnn Med Surg (Lond)
September 2025
Department of Surgery B.P. Koirala Institute of Health Sciences, Dharan, Nepal.
Introduction: Surgical errors are a significant concern in medical practice, particularly in teaching institutions where trainees are frequently involved in patient care. These errors, which include deviations from standard surgical procedures, can lead to adverse patient outcomes in one hand whereas emotional distress among surgeons on the other hand as well. Understanding the prevalence, types, and coping mechanisms for surgical errors is essential for developing effective strategies to minimize their occurrence and impact.
View Article and Find Full Text PDFEinstein (Sao Paulo)
September 2025
A. C. Camargo Cancer Center, São Paulo, SP, Brazil.
Objective: Post-COVID symptoms are frequent and can be debilitating, particularly in individuals with cancer. However, their impact on this population remains unclear. This study aimed to prospectively assess the symptoms and impairments following COVID-19 hospitalization in patients with cancer, focusing on fatigue, nutritional status, speech and swallowing, anxiety, depression, and posttraumatic stress disorder symptoms.
View Article and Find Full Text PDFCreat Nurs
September 2025
Department of Nursing, College of Health Allied, National University Philippines, Manila, Philippines.
This study explores the emotional and ethical dimensions of nursing practice through poetic inquiry. Drawing on 42 publicly accessible poems authored by nurses during and after the peak of the COVID-19 pandemic, the research investigates how verse serves as a medium for reflection, resistance, and relational meaning-making in clinical contexts. The central aim was to identify recurring themes that capture the affective labor, moral dilemmas, identity formation, and small triumphs experienced by nurses in their day-to-day practice.
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