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Multispectral imaging-based detection of apple bruises using segmentation network and classification model.
J Food Sci
January 2025
College of Electronics and Engineering, Heilongjiang University, Harbin, China.
Bruises can affect the appearance and nutritional value of apples and cause economic losses. Therefore, the accurate detection of bruise levels and bruise time of apples is crucial. In this paper, we proposed a method that combines a self-designed multispectral imaging system with deep learning to accurately detect the level and time of bruising on apples.
View Article and Find Full Text PDFCortical Gyrification and Cognitive Decline in the Human Brain With Type 2 Diabetes Mellitus.
Brain Behav
January 2025
Department of Radiology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Introduction: Type 2 diabetes mellitus (T2DM) is linked to abnormal brain structure and cognitive dysfunction. However, there is a lack of studies conducted to assess the impact of diabetes on cortical gyrification and cognition. The aim of this cross-sectional study was to assess the potential negative effects of glucose metabolism levels on cognition and cortical gyrification in T2DM.
View Article and Find Full Text PDFMolecular Mediators of Neutrophil Primary Granule Release Following Acute Ischemic Stroke and their Associated Epigenetic Modulation by HDAC2.
Mol Neurobiol
January 2025
Institute of Cerebrovascular Disease Research, Xuanwu Hospital of Capital Medical University, 45 Changchun Street, Beijing, 100053, China.
High concentrations of neutrophil degranulation products in the plasma and thrombi are poor prognostic indicators in patients with acute ischemic stroke (AIS). This study aimed to identify candidate effectors capable of mediating neutrophil degranulation post-AIS, and to reveal their underlying epigenetic mechanisms. Microarrays and ChIP-seq were applied to analyze the neutrophils of patients with AIS.
View Article and Find Full Text PDFIntracellular concentration of ADA2 is a marker for monocyte differentiation and activation.
Front Med
January 2025
International Center for Aging and Cancer (ICAC), Hainan Medical University, Haikou, 571199, China.
Adenosine, a critical molecule regulating cellular function both inside and outside cells, is controlled by two human adenosine deaminases: ADA1 and ADA2. While ADA1 primarily resides in the cytoplasm, ADA2 can be transported to lysosomes within cells or secreted outside the cell. Patients with ADA2 deficiency (DADA2) often suffer from systemic vasculitis due to elevated levels of TNF-α in their blood.
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