Publications by authors named "JingYi Huo"

Objective: The aim of this study was to evaluate lymphocyte subsets and clinical outcomes in patients with pulmonary tuberculosis (PTB) combined with type 2 diabetes mellitus (T2DM).

Methods: Between January 2022 and March 2024, 320 patients aged > 60 years were included, 95 of whom had comorbid DM. Lymphocyte subsets (T-lymphocytes, B-lymphocytes, and natural killer cells, NK) were assessed in both groups of patients using fluorescence-associated cell sorting.

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Traffic flow forecasting is a crucial yet complex task due to the intricate spatial-temporal correlations arising from road interactions. Recent methods model these interactions using message-passing Graph Convolution Networks (GCNs), which work for homophily graphs where connected nodes primarily exhibit close observations. However, relying solely on homophily graphs presents inherent limitations in traffic modeling, as road interactions can yield not only close but also distant observations over time, revealing diverse and dynamic node-wise correlations.

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Article Synopsis
  • Deep transfer learning is utilized for enhancing models in cross-domain fault diagnosis of rolling bearings, where traditional methods struggle with differing data distributions.
  • The proposed deep reconstruction transfer convolutional neural network (DRTCNN) leverages unsupervised training and a deep reconstruction convolutional autoencoder to extract features that are consistent across domains.
  • A new subdomain alignment loss function and a label smoothing algorithm are introduced to improve classification accuracy and model robustness by addressing issues related to data distribution and label reliability.
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Testing the mechanical properties of cardiomyocytes plays an important role in the study of the physiological and pathological processes of constant contraction and diastole of the cardiovascular system. However, there is currently no satisfactory and dynamic technology to measure the mechanical properties of cardiomyocytes in a sustained manner, greatly affecting their practical application in clinical diagnosis and treatment evaluation. Herein, a double resonator piezoelectric cytometry (DRPC) technique was employed for dynamic monitoring of H9C2 cardiomyocyte adhesion and the effects of two cardiovascular drugs on the contractile properties of H9C2 cardiomyocytes, , isoprenaline (ISO, a positive inotropic agent) and verapamil (VRP, a negative inotropic agent).

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Edible mushrooms are nutritious, tasty, and have medicinal value, which makes them very popular. Fresh mushrooms have a high water content and a crisp texture. They demonstrate strong metabolic activity after harvesting.

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Objective: To assess the association between three-dimensional inclination of the osseous structures of temporomandibular joints (TMJ) and the risk of disc displacement (DD).

Methods: The 120 TMJs of 60 patients were evaluated. According to magnetic resonance images, disc position was classified as normal, anterior DD with reduction (ADDWR) and without reduction (ADDWoR) and as normal, medial DD (MDD), and lateral DD (LDD) on the sagittal and coronal views, respectively.

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Objective: This study aimed to determine the clinical effectiveness of double-shaft classification and sequential diagnosis and treatment of food impaction.

Methods: A total of 227 patients with food impactionwere subjected to double-shaft classification and subsequently treated by sequential diagnosis and treatment method. Treatment effectiveness was evaluated according to the subjective feelings of patientsat five time points (immediately after treatment and at 1, 3, 6, and 12 months after treatment).

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Objectives: Peripheral nerve injuries are a common occurrence, resulting in considerable patient suffering; it also represents a major economic burden on society. To improve treatment options following peripheral nerve injuries, scientists aim to find a way to promote Schwann cell (SC) myelination to help nerves to carry out their functions effectively. In this study, we investigated myelination ability of SCs, regulated by co-culture with adipose-derived stem cells (ASCs) or low-intensity pulsed ultrasound (LIPUS), and synergistic effects of combined treatments.

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Article Synopsis
  • The study aimed to explore middle school students' understanding of orthodontics and factors hindering treatment in Jiangjin, Chongqing, across various economic levels.
  • Four groups of students from urban and rural junior and senior high schools were surveyed to gather data.
  • Results showed that girls are more concerned about treatment-related pain, urban students have better access to orthodontic consultations, and economic status influences treatment decisions, indicating the need for tailored approaches by orthodontists.
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