ABSTRACT
A protective device was designed that can be worn on the elderly, which consists of protective airbag, control box and protective mechanism. The combined acceleration, combined angular velocity and human posture angle are selected as the parameters to determine the fall, and the threshold algorithm and SVM algorithm are used to detect the fall. The protective mechanism is an inflatable device based on CO2 compressed air cylinder, and the equal-width cam structure is applied to its transmission part to improve the puncture efficiency of the compressed gas cylinder. A fall experiment was designed to obtain the combined acceleration and angular velocity eigenvalues of fall actions (forward fall, backward fall and lateral fall) and daily activities (sitting-standing, walking, jogging and walking up and down stairs), showing that the specificity and sensitivity of the protection module reached 92.1% and 84.4% respectively, which verified the feasibility of the fall protection device.
Subject(s)
Humans , Aged , Monitoring, Ambulatory , Activities of Daily Living , Wearable Electronic Devices , Walking , Acceleration , AlgorithmsABSTRACT
Many research results proved that there is closely relationship between expression of EGFR and biological behavior and prognosis of NPC.There is a positive correlation between expression of EGFR and stage of NPC,but negative correlation with prognosis of NPC.During the course of development of NPC,EGFR act collaboratively with LMP-1 and COX-2.
ABSTRACT
Objective To analyze neural activity of in rat prefrontal cortex with the use of nonnegative matrix factorization with sparseness constrains (NMFs) as a methodology and to study how to express neural ensemble with higher precision during working memory task.Methods Experiment data were obtained from neural population activity in the period 5 s before and after the working memory event.From the zero point,the neuronal firing times were binned in windows of 200 ms with 50 ms overlapping.The normalized neuronal bin-count matrix is decomposed by NMFs into mixing matrix and source component matrix with sparseness constraints.Meaningful components were extracted to reconstruct the input by an inverse of NMFs transform.Results By analyzing the ten groups of data from 2 rats,with the numbers of the sparse sources of 10 and 15 respectively,explicit neural ensembles with the feature components were obtained in the sparse reconstructed activity.Comparing to rate coding,the spatiotemporal location of neural ensemble was more precisely detected.Conclusion The working memory information is encoded with neural ensemble activity.NMFs could find the sparse firing pattern robustly in neuron population activity.NMFs removes much redundancy and demonstrate the possibility to express neural ensemble with higher precision compared with rate coding,which would be helpful to infer correlations between cortical firing pattern and working memory event.
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Objective To determine the efficacy and toxicity of docetaxel in patients with paclitaxel-resistant advanced non-small cell lung cancer (NSCLC). Methods The clinical data from 15 patients with NSCLC who were admitted in the Shanghai Chest Hospital from January 2005 to May 2008 were retrospectively analyzed. The effects and toxicities of the second-line treatment were assessed. The progression-free survival time(PFS) and overall survival time(OS) were analyzed. Results The disease control rate was 66.7 %, with a progression-free survival time of 6 months, and a overall survival time of 17.3 months. The 1-year survival rate was 63.3 %. The toxic effects were as expected. Conclusion The doeetaxel-based agent is active in patients with paelitaxel-resistant advanced NSCLC.