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Deep Learning for Obstructive Sleep Apnea Detection and Severity Assessment: A Multimodal Signals Fusion Multiscale Transformer Model
Published 2025-01-01“…Yitong Zhang,1 Liang Zhou,2 Simin Zhu,1 Yanuo Zhou,1 Zitong Wang,1 Lina Ma,1 Yuqi Yuan,1 Yushan Xie,1 Xiaoxin Niu,1 Yonglong Su,1 Haiqin Liu,1 Xinhong Hei,2 Zhenghao Shi,2 Xiaoyong Ren,1 Yewen Shi1 1Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi Province, People’s Republic of China; 2School of Computer Science and Engineering, Xi’an University of Technology, Xi’an, Shaanxi Province, People’s Republic of ChinaCorrespondence: Xiaoyong Ren; Yewen Shi, Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi’an Jiaotong University, Address: NO. 157 Xi Wu Road, Xi’an, Shaanxi Province, Email cor_renxiaoyong@126.com; shiyewen59@outlook.comPurpose: To develop a deep learning (DL) model for obstructive sleep apnea (OSA) detection and severity assessment and provide a new approach for convenient, economical, and accurate disease detection.Methods: Considering medical reliability and acquisition simplicity, we used electrocardiogram (ECG) and oxygen saturation (SpO2) signals to develop a multimodal signal fusion multiscale Transformer model for OSA detection and severity assessment. …”
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47544
Du passage des cultures aux identités plurielles: bandes dessinées et romans graphiques sino-francophones
Published 2024-06-01“…This movement is due to the translation of Chinese creators into French, francophone creators travelling to China, sinophone creators deciding to live in a francophone country or francophone creators of Chinese origins. …”
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47545
Construction and development of Traditional Chinese Medicine nursing clinics (中医护理门诊建设和发展思路与方法)
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47546
Shared Genes and Pathways in Ulcerative Colitis and Ankylosing Spondylitis: Functional Validation and Implications for Diagnosis
Published 2025-02-01“…Lin Li,* Guangqi An,* Fuzhen Li,* Donghui Zhang, Xinyue Zhu, Chunyu Liang, Yu Zhao, Kunpeng Xie, Pengyi Zhou, Haiyan Zhu, Xuemin Jin,* Liping Du* Department of Ophthalmology, The First Affiliated Hospital of Zhengzhou University, Henan Province Eye Hospital, Henan International Joint Research Laboratory for Ocular Immunology and Retinal Injury Repair, Zhengzhou, Henan, People’s Republic of China*These authors contributed equally to this workCorrespondence: Xuemin Jin; Liping Du, Department of Ophthalmology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe East Road, Zhengzhou, 450000, People’s Republic of China, Tel +8613603983193 ; +8613838191481, Email jinxuemin@zzu.edu.cn; dulplab@live.cnBackground: Associations between ulcerative colitis (UC) and ankylosing spondylitis (AS) have been reported in multiple studies, but the common etiologies of UC and AS remain unknown. …”
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47547
On-Site Evaluation and Improvement Strategies of Radiation Occupational Hazard Prevention and Control Effectiveness in Medical Institution Construction Projects
Published 2025-02-01“…Hong-Xia Xie,1 Ming-Qing Zhang,1 Zhi-Xiang Li,1 Huai-Liang Zhao2 1Jinan Hospital, Jinan, Shandong, 250013, People’s Republic of China; 2Department of Occupational Health Evaluation, Heilongjiang Provincial second Hospital, Harbin, Heilongjiang, 150001, People’s Republic of ChinaCorrespondence: Huai-Liang Zhao, Email gongci2698@21cn.comObjective: To evaluate the control effectiveness of medical institution construction projects, and to summarize and analyze the radiation protection management status and improvement strategies of relevant medical institutions.Methods: A total of 40 medical institutions in our city were evaluated for control effectiveness through measures such as data research, on-site investigations, equipment quality testing, and radiation health protection inspections.Results: The compliance rates of personnel configuration, verification of protective measures, and radiation protection management and emergency response were 95.0%, 67.5%, and 70.0%, respectively. …”
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Development of Bifunctional Three-Dimensional Cysts from Chemically Induced Liver Progenitors
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A lower atherogenic index of plasma was associated with a higher incidence of sarcopenia
Published 2025-01-01“…This cohort study included 7,992 participants who were free of sarcopenia in 2011 in the China Health and Retirement Longitudinal Study and were followed up in 2013 and 2015. …”
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The complete chloroplast genome sequences of monotypic genus Pseudogalium, and comparative analyses with its relative genera
Published 2025-01-01“…Abstract Background Pseudogalium is a new monotypic genus with two subspecies in China and one in Japan, which holds a distinctive phylogenetic position and ecological significance within the tribe Rubieae. …”
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Role of Long Non-Coding RNA GUSBP11 in Chronic Periodontitis Through Regulation of miR-185-5p: A Retrospective Cohort Study
Published 2025-01-01“…Xiaowen Zhang, Xiang Shen Department of Stomatology, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, People’s Republic of ChinaCorrespondence: Xiang Shen, Department of Stomatology, Affiliated Hospital of Nantong University, No. 20, Xisi Road, Chongchuan District, Nantong, Jiangsu, 226001, People’s Republic of China, Tel +86-0513-81161901, Email Shenxiangdr@163.comPurpose: Previous studies have shown that long non-coding RNA GUSBP11 is abnormally expressed in patients with periodontitis, but the specific mechanism remains to be investigated. …”
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Interventional effect of ACT on social interaction in children aged 7-10 years with Asperger syndrome
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Prevalence of Toxoplasma gondii in retail venison in Montreal detected using a nested PCR method
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A Seventeen Multilevel High-Power Application Inverter with Low Total Harmonic Distortion
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Explaining the γγ + X excesses at ≈151.5 GeV via the Drell-Yan production of a Higgs triplet
Published 2025-03-01Get full text
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