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Robot Vacuum Reviews Robot vacuums may reduce the frequency of cleaning however, they cannot substitute models with plug-ins. To ensure they are in good condition clean the dust bins after every cleaning session. Clean the camera and sensors frequently. Replace filters and side brushes when needed. It has a large bin and an auto-empty feature that is quiet. Its obstacle-avoiding capabilities are tangled in cords and socks and also misses dirt that is near baseboards

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109-0.955). Upon selecting 9 radiomic features, we found that the logistic regression-based prediction model performed the best (AUC = 0.96, P  less then  0.001). In the external cohort, our radiomic signature showed an AUC of 0.85, which outperformed both the clinical model (AUC = 0.38, P  less then  0.001) and the radiomics-nomogram model (AUC = 0.61, P  less then  0.001). Our CT-based hand-crafted radiomic signature model can effectively predict PD-L1 expression levels, providing a noninvasive means of better understanding PD-L1