Publications by authors named "Qingfa Liu"

Article Synopsis
  • The study investigates the increasing detection of benign thyroid nodules and the effectiveness of ultrasound-guided thermal ablation to reduce their size and alleviate symptoms in patients.
  • Researchers developed six machine learning models to predict the success of this treatment, with the XGBoost model proving to be the most accurate in forecasting outcomes based on various characteristics of the nodules.
  • Key factors influencing nodule volume reduction included the nodule's solid component proportions, its initial size, and blood flow characteristics, providing insights for better patient treatment strategies.
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Abnormal proliferation of airway smooth muscle cells (ASMCs) leads to airway remodeling and the development of asthma. This study aimed to assess whether mitochondrial ATP-sensitive K+ (mitoK) channels regulated the proliferation of ASMCs by regulating the phosphoinositide 3-kinase/protein kinase B (PI3K/AKT) pathway in asthmatic rats. Forty-eight Sprague Dawley rats were immunized with ovalbumin-containing alum to establish the asthma models.

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Zero-shot learning (ZSL) aims to recognize objects in images when no training data is available for the object classes. Under generalized zero-shot learning (GZSL) setting, the test objects belong to seen or unseen categories. In many recent studies, zero-shot learning is performed by leveraging generative networks to synthesize visual features for unseen class from class-specific semantic features.

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Background: Interleukin-25 (IL-25) is a potent activator of type-2 immune responses, and is responsible for airway inflammation in asthma. Previous reports have shown that IL-25 expressed hyper-reactivity in an experimental mouse-model of asthma. In addition, the production of IL-13/IL-5 promoted by nuocytes induced airway inflammation.

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Gastrointestinal stromal tumors (GISTs) are the most common type of mesenchymal tumor of the gastrointestinal tract. The stomach and small intestine are the most common sites of occurrence. GISTs are mesenchymal neoplasms originating from the interstitial cells of Cajal (ICCs), and are characterized by positivity for cluster of differentiation (CD) 117, also known as proto-oncogene c-Kit.

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Catalpol, an iridiod glucoside isolated from Rehmannia glutinosa, has been reported to possess anti‑inflammatory properties. However, the molecular mechanisms underlying this effect have not been fully elucidated. This study aimed to investigate the effects of catalpol on vascular permeability.

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