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Quantitative Diagnosis of Atrophic Gastritis by Probe-Based Confocal Laser Endomicroscopy
摘要： Aims. The aims of this study were to characterize nonatrophic and atrophic gastric mucosa under conventional endoscopy and probe-based confocal laser endomicroscopy (pCLE) modes and to de?ne quantitative diagnostic parameters for these lesions under pCLE. Method. In phase I, 64 patients with gastric mucosal lesions diagnosed by gastrointestinal endoscopy were enrolled in the study. Normal mucosa and suspicious lesions were evaluated under normal white light imaging (WLI) and pCLE mode. Descriptive characteristic of gastric mucosal in?ammation and atrophy under pCLE were de?ned according to the histology. In phase II, the criteria for nonatrophic gastritis (NAG) and chronic atrophic gastritis (CAG) under pCLE were used to diagnose the mucosal lesions in 431 patients. Diagnostic accuracy of each endoscopy modes was evaluated by measuring the concordance with histology. Result. A total of 64 patients with 187 positions were enrolled in the ?rst part of this study. According to the histological diagnosis, the vessel diameter was increased in the NAG (11.18 ± 0.1 μm) and CAG (13.21 ± 0.29 μm) groups compared to the normal group (10.58 ± 0.13 μm); meanwhile, the distance between glands was 17.75 ± 0.51 μm in the normal group, 22.38 ± 0.45 μm in the NAG group, and 34.66 ± 0.82 μm in the CAG group, which increased signi?cantly compared to nonatrophic mucosa. In order to di?erentiate atrophic mucosa from nonatrophic mucosa in real time, the cuto? value between these two kinds of lesions was >30 μm in distance between glands. In phase II, 431 patients with 431 positions were evaluated under pCLE by using the criteria above. The sensitivity, speci?city, PPV, and NPV for the diagnostic parameter were 90.3%, 78.8%, 85.1%, and 85.8%. The consistency of pCLE (Kappa value ? 0.698) with histology was much better than WLI (Kappa value ? 0.393). Conclusion. pCLE shows high potential for the diagnosis of gastric in?ammation and atrophy based on quantitative criteria and has the ability to be a substitute for histology in the diagnosis of di?use lesions in the stomach.
关键词： quantitative diagnosis,probe-based confocal laser endomicroscopy,atrophic gastritis,gastric mucosa,histology
更新于2025-09-23 15:19:57
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Quantitative diagnosis method of beam defects based on laser Doppler non-contact random vibration measurement
摘要： The beam structure is prone to defect damage during its use, and the rapid quantitative diagnosis of the beam structure can detect the defects of the beam in real time and quantitatively. In this article, the method of obtaining the vibration time-domain signal under random excitation of beam structure is proposed by using random vibration excitation and Laser Doppler principle. Based on this, the defect quantitative identification algorithm of beam structure is proposed based on fast Fourier, continuous wavelet transform and convolutional neural network. The random vibration of different parts of steel beams with artificial defects is measured by Laser Doppler method. The experimental results show that the defect size of the beam structure can be effectively identified only by the random vibration signal of the finite point. The method is expected to help to develop an online real-time assessment instrument for beam structure defects in service state.
关键词： Continuous wavelet transform,Beam defects,Laser Doppler,Non-contact random excitation,Quantitative diagnosis,Convolutional neural network
更新于2025-09-11 14:15:04