7 results match your criteria: "General Hospital of Xinjiang Military Region of the Chinese People's Liberation Army[Affiliation]"

Enhanced cancer classification and critical feature visualization using Raman spectroscopy and convolutional neural networks.

Spectrochim Acta A Mol Biomol Spectrosc

February 2025

College of Life Science and Technology & Institute of Materia Medica, Xinjiang University, Urumqi 830017, China. Electronic address:

Article Synopsis
  • Cell misuse and cross-contamination significantly impact cell research outcomes, highlighting the necessity for efficient and accurate cell line identification.
  • Traditional methods of cell line identification are cumbersome and time-consuming, prompting the need for innovative techniques like Raman spectroscopy.
  • The study successfully applied a sparrow search algorithm-convolutional neural networks model to identify six cell lines with around 95% accuracy, demonstrating its effectiveness for both classification and the discovery of novel biomarkers through visualization of Raman features.
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In the field of ophthalmology, orbital fat prolapse under the upper eyelid is less recognized than subconjunctival orbital fat prolapse. Despite its occasional occurrence in clinical practice, this condition is often inadequately understood and incorrectly classified due to its subtle manifestations and the limited number of focused studies. Typically affecting young patients, the prolapse is located subcutaneously in the mid-upper eyelid, resulting in a pseudo-occlusion.

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Liver and lung tissue damage caused by sepsis is still one of the causes of death. B-lymphocyte-induced maturation protein-1 (Blimp-1) has a protective role in inflammation-related disease. However, whether Blimp-1 can regulate cell pyroptosis and affect disease progression in sepsis is still unclear.

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To explore the clinical outcome when biomaterials are used to repair nasal septal perforations. A total of 12 patients were treated. The nasal septum was dissected via endoscopic approach.

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Introduction: Accurate identification of pulmonary arterial hypertension (PAH) in primary care and rural areas can be a challenging task. However, recent advancements in computer vision offer the potential for automated systems to detect PAH from echocardiography.

Objectives: Our aim was to develop a precise and efficient diagnostic model for PAH tailored to the unique requirements of intelligent diagnosis, especially in challenging locales like high-altitude regions.

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Background: This study aims to investigate the clinical efficacy of the olecranon osteotomy approach and the Bryan-Morrey approach in total elbow arthroplasty (TEA).

Methods: In this retrospective study, 49 patients with elbow disease were treated with TEA. A total of 22 patients with TEA by olecranon osteotomy approach were designated as group A, and 27 patients with TEA by Bryan-Morrey approach were designated as group B.

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Rationale: Acute hemorrhagic leukoencephalitis (AHLE) is a rare but fetal fulminant demyelinating disease of unknown etiology. It is commonly regarded as a severe variant of acute demyelinating encephalomyelitis (ADEM). Its rapid clinical deterioration and high mortality appeal to clinicians to attach importance to early diagnosis.

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