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Article
Open AccessCorrelation between serum sex hormone-binding globulin levels and nutrition indicators and malnutrition exposure risk in men and postmenopausal women with type 2 diabetes
This study sought to investigate the correlation between serum sex hormone-binding globulin (SHBG) levels and nutrition indicators and the malnutrition exposure risk in men and postmenopausal women with type 2...
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Article
Time series clustering of dynamical systems via deterministic learning
A recent deterministic learning theory has achieved locally-accurate identification of unknown system dynamics. This article presents a novel application of deterministic learning theory to unsupervised learni...
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Article
Open AccessNetwork pharmacology and molecular docking study of Ermiaosan (二妙散) in the treatment of ulcerative colitis with dampness-heat syndrome
To study Ermiaosan in the treatment of UC by using network pharmacology and molecular docking, and to provide references for experiments and clinical application for treating UC with dampness-heat syndrome.
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Article
Dynamical pattern recognition for univariate time series and its application to an axial compressor
In this paper, a learning and recognition approach is proposed for univariate time series composed of output measurements of general nonlinear dynamical systems. Firstly, a class of dynamical systems in the ca...
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Article
Time series classification of dynamical systems using deterministic learning
This paper studies the classification of large-scale time series data constructed by nonlinear dynamical systems via deterministic learning. Firstly, a large-scale time series dataset including five classes of...
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Article
Open AccessEndocrine, genetic, and microbiome nexus of obesity and potential role of postbiotics: a narrative review
Obesity is a public health crisis, presenting a huge burden on health care and the economic system in both developed and developing countries. According to the WHO’s latest report on obesity, 39% of adults of ...
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Article
Cancer-associated fibroblasts in papillary thyroid carcinoma
Papillary thyroid carcinoma (PTC) has a relatively good prognosis, yet there are some invasive PTC cases with worse clinicopathological features and poor outcome. Cancer-associated fibroblasts (CAFs) play an i...
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Article
Detection of cervical spondylotic myelopathy based on gait analysis and deterministic learning
Cervical spondylotic myelopathy (CSM) is the main cause of cervical spinal cord dysfunction in adults, especially in middle-aged and elderly patients, which easily leads to gait disturbance. In the present stu...
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Article
Open AccessEstablishment and validation of an AI-aid method in the diagnosis of myocardial perfusion imaging
This study aimed to develop and validate an AI (artificial intelligence)-aid method in myocardial perfusion imaging (MPI) to differentiate ischemia in coronary artery disease.
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Article
Prognosis of thyroid carcinoma patients with osseous metastases: an SEER-based study with machine learning
Osseous metastasis (OM) is the second most common site of thyroid cancer distant metastasis and presents a poor prognosis. Accurate prognostic estimation for OM has clinical significance. Ascertain the risk fa...
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Article
Pattern-based learning and control of nonlinear pure-feedback systems with prescribed performance
This article presents a novel pattern-based intelligent control scheme with prescribed performance (PP) for uncertain pure-feedback systems operating in multiple control situations (patterns). Based on PP, an ...
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Article
Open AccessSurgical treatment of costal cartilage fractures with titanium plate internal fixation
This study aim to evaluate surgical procedures for titanium plate internal fixation of costal cartilage fractures with displacement or nonunion.
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Article
Open AccessLinguistic barriers and healthcare in China: Chaoshan vs. Mandarin
China has 129 dialects with Mandarin as the standard and Chaoshan as the major dialect of the Chaoshan region in Guangdong. This study aimed to describe the dialect competence and usage, communication difficul...
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Article
Open AccessA hierarchical opportunistic screening model for osteoporosis using machine learning applied to clinical data and CT images
Osteoporosis is a common metabolic skeletal disease and usually lacks obvious symptoms. Many individuals are not diagnosed until osteoporotic fractures occur. Bone mineral density (BMD) measured by dual-energy...
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Article
A QoT prediction technique based on machine learning and NLSE for QoS and new lightpaths in optical communication networks
In this paper, we proposed a quality of transmission (QoT) prediction technique for the quality of service (QoS) link setup based on machine learning classifiers, with synthetic data generated using the transm...
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Article
Laparoscopic Colectomy Assisted by Colonoscopic Tattooing of Margins with Autologous Blood
Prior to 1 or 2 days planned laparoscopic colonic resection, we describe a technique to precisely mark the edges of the colonic tumor during colonoscopic examination. Autologous venous whole blood 8 ml was col...
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Article
Open AccessPreliminary study of the characteristics of rib fractures and their impact on pulmonary ventilatory function
This study aimed to investigate the pulmonary ventilation function (PVF) according to different types of rib fractures and pain levels.
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Article
Rapid dynamical pattern recognition for sampling sequences
In this paper, based on deterministic learning, we propose a method for rapid recognition of dynamical patterns consisting of sampling sequences. First, for the sequences yielded by sampling a periodic or recu...
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Article
Open AccessCorrection: FTSJ1 regulates tRNA 2ʹ-O-methyladenosine modification and suppresses the malignancy of NSCLC via inhibiting DRAM1 expression
The original version of this article contained an error in the spelling of the author Yuchen Chen, which was incorrectly given as Yuhuan Chen. This has now been corrected in both the PDF and HTML versions of t...
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Open AccessFTSJ1 regulates tRNA 2ʹ-O-methyladenosine modification and suppresses the malignancy of NSCLC via inhibiting DRAM1 expression
Non-small cell lung cancer (NSCLC) is the leading cause of cancer mortality worldwide. The mechanisms underlying NSCLC tumorigenesis are incompletely understood. Transfer RNA (tRNA) modification is emerging as...