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Automatic Detection of Cognitive Impairment in Patients With White Matter Hyperintensity Using Deep Learning and Radiomics.
Am J Alzheimers Dis Other Demen
March 2025
Pathology Department, Chongqing UniversityCentral Hospital, Chongqing Emergency Medical Center, Chongqing, China.
White matter hyperintensity (WMH) is associated with cognitive impairment. In this study, 79 patients with WMH from hospital 1 were randomly divided into a training set (62 patients) and an internal validation set (17 patients). In addition, 29 WMH patients from hospital 2 were used as an external validation set.
View Article and Find Full Text PDFLong noncoding RNA BCAR4 regulates osteosarcoma progression by targeting microRNA-1260a.
Bull Cancer
March 2025
Spine Orthopaedics, The Second Affiliated Hospital of Wannan Medical College, Wuhu, Anhui 241000, China. Electronic address:
Long noncoding RNAs (lncRNAs) play a crucial role in modulating cancer progression and metastasis. This study investigates the tumor-promoting function of long noncoding RNA BCAR4 in osteosarcoma and elucidates its regulatory mechanism. Although BCAR4 acts as a tumor promoter in osteosarcoma, its regulatory mechanism remains unclear.
View Article and Find Full Text PDFA 300-km fully-connected quantum secure direct communication network.
Sci Bull (Beijing)
February 2025
State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Physics and Astronomy, Shanghai Jiao Tong University, Shanghai 200240, China; Shanghai Research Center for Quantum Sciences, Shanghai 201315, China; Collaborative Innovation Center of Light Manipulation and Applications, Shandong Normal University, Jinan 250358, China. Electronic address:
Transmission distance and number of users limit the realization of large-scale scalable quantum communication networks, as existing quantum network construction techniques struggle to address these two important factors simultaneously. In this paper, we propose a long-distance large-scale and scalable fully-connected quantum secure direct communication (QSDC) network, which employs a double-pumped structure and the introduction of extra noise to successfully realize QSDC over 300 km between four users in the network in pairs. The results demonstrate that the fidelity of the entangled state shared between users following communication remains above 85%.
View Article and Find Full Text PDFMotion control strategy for robotic arm using deep cascaded feature-enhancement Bayesian broad learning system with motion constraints.
ISA Trans
March 2025
School of Information Science and Technology, Beijing University of Technology, Beijing 100124, China; Beijing Key Laboratory of Computing Intelligence and Intelligent Systems, Beijing 100124, China. Electronic address:
Intelligent control strategies can significantly enhance the efficiency of model parameter adjustment. However, existing intelligent motion control strategies for robotic arms based on the broad learning system lack sufficient accuracy and fail to account for the effects of joint motion limitations on overall control performance. To address the aforementioned challenges, this paper proposes a robotic arm motion control strategy based on a deep cascaded feature-enhanced Bayesian broad learning system with motion constraints (MC-DCBLS).
View Article and Find Full Text PDFComprehensive phenotyping combined with multi-omics of Salmonella Infantis and its HS negative variant - Resolving adaption mechanisms to environmental changes.
Food Microbiol
August 2025
Clinic for Poultry and Fish Medicine, Department for Farm Animals and Veterinary Public Health, University of Veterinary Medicine Vienna, Veterinärplatz 1, 1210, Vienna, Austria.
The zoonotic pathogen S. Infantis is of emerging importance, making detection in poultry critical. Phenotypic changes, which are significant for standardized control programs via EN/ISO 6579-1:2017, could lead to pathogens remaining undetected, increasing the risk of food-borne outbreaks.
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