A full understanding of the diagnostic criteria and imaging manifestations of SANT can help to obtain more information and make an accurate diagnosis. Corresponding author: Kang Lei, Email: nc.ude.umjbielgnak FUNDING: Beijing Science Foundation for Distinguished Young Scholars(JQ21025) National ...
2). Also, in patients with insulin treated diabetes, an 18 hour fast is most often not desirable. In these cases, alternative macrophage tracers such as 68Ga-DOTATOC may be considered.49 Download: Download high-res image (708KB) Download: Download full-size image Figure 2. Examples of ...
Full size table Pathway analysis As shown in Fig. 1; Table 6, the occupation type significantly influenced knowledge (β=-3.543, P < 0.001) and attitude (β=-0.775, P < 0.001), while years of experience significantly influenced attitudes (β=-0.035, P < 0.001), and knowledg...
Previous radiomics analyses based on PET/CT have demonstrated the great potential of assessing the lymph node metastasis (LNM) in lung cancer using the machine learning (ML) algorithms to exhaust the full underlying information of non-invasive medical images [13,14,15]. However, only a few radi...
Full size image Global interpretability analysis Importance of HCRs. Explanations for predictions of selected models are provided for the 45 patients in the holdout set (see Fig. 5). SHapley Additive exPlanations (SHAP)59 values (see Fig. 5a) show that the importance of the mean PET image int...
Predominant regional FDG uptake in the base of the myocardium. a ring pattern, b over-half-ring pattern, c spot pattern Full size image A focal FDG uptake pattern is sometimes confirmed as accumulation in the LV papillary muscles in their anterolateral and infero-posterior locations, where it ...
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represents the main processes of data analysis in this study, including data collection, feature selection, modeling, and model evaluation Full size image Assessment of treatment efficacy After every two treatment cycles, each patient would undergo a follow-up CT scan. This follow-up CT would be ...
Full size image Global interpretability analysis Importance of HCRs.Explanations for predictions of selected models are provided for the 45 patients in theholdout set(see Fig.5). SHapley Additive exPlanations (SHAP)59values (see Fig.5a) show that the importance of the mean PET image intensity in...
Two hundred and fifty-seven studies received full review, of which 187 were excluded upon secondary review. The remaining 70 studies met all inclusion criteria and were used for the final analysis (eTable 4 in the Supplement). The total number of reported nodules being evaluated by FDG-PET am...