ABSTRACT
Objective:To investigate a time series deep learning model for respiratory motion prediction.Methods:Eighty pieces of respiratory motion data from lung cancer patients were used in this study. They were divided into a training set and a test set at a ratio of 8∶2. The Informer deep learning network was employed to predict the respiratory motions with a latency of about 600 ms. The model performance was evaluated based on normalized root mean square errors (nRMSEs) and relative root mean square errors (rRMSEs).Results:The Informer model outperformed the conventional multilayer perceptron (MLP) and long short-term memory (LSTM) models. The Informer model yielded an average nRMSE and rRMSE of 0.270 and 0.365, respectively, at a prediction time of 423 ms, and 0.380 and 0.379, respectively, at a prediction time of 615 ms.Conclusions:The Informer model performs well in the case of a longer prediction time and has potential application value for improving the effects of the real-time tracking technology.
ABSTRACT
Objective To investigate the clinical effect of mini -plate and kuntscher pin fixation in the treatment of metacarpus and phalange fracture.Methods 113 FMB and FPB patients were divided into OSG (58 patients)and CTG(585patients)group according to random number table.Statistics of postoperative recovery and complications in the two groups were collected and analyzed after research.Results In 58 patients of OSG group,the total active bending from 2 -5 metacarpophalangeal joints to phalangeal joints of 28 cases(48.28%,χ2 =8.562,P =0.035 )were beyond 220°,19 cases (32.76%,χ2 =8.935,P =0.024)were between 180 -220°, 11 cases (51.72%,χ2 =9.365,P =0.012)were less than 180°.The total active bending fromthumb metacarpopha-langeal articulation to interphalangeal joint of 30 cases (51.72%,χ2 =9.365,P =0.012)were beyond 220°, 18 cases (31.03%,χ2 =8.747,P =0.009)were between 180 -220°,10 cases (17.24%,χ2 =8.932,P =0.041) were less than 180°(P <0.05).Conclusion AO Mini -plates surgical method has advantage of parking position accuracy,dissection stable fixation,functional recovery soon and less complication in the treatment of FMB and FPB patients,which is worthy of promotion.
ABSTRACT
AIM: To study the distribution of C46T polymorphism of factor Ⅻ(FⅫ) in Chinese Han population and the association of the polymorphism with coronary artery disease(CAD) and acute coronary syndrome(ACS). METHODS: Selected coronary angiography was performed in 168 CAD patients and 210 controls. Genetype of FⅫ was typed by mutagenically separated polymerase chain reaction assay(MSPCR). RESULTS: FⅫ allelic frequencies of C and T were 29.8%, 70.2% and 31.4%, 68.6% in CAD and controls, respectively(P>0.05). Genetype distribution was in accordance with Hardy-Weinberg equilibrium. The frequency of CC, CT, TT in CAD and control was 8.7%, 40.5%, 50.0% and 5.2%, 52.6%, 42.2%. The association between FⅫ genetype and CAD(χ~2=6.393, P<0.05) was observed. As compared with the CC group, the CT genetype was a protective factor for CAD(OR 0.43, 95% CI 0.19-0.97). When compared to stable coronary artery disease, the frequency of TT genetype is significant less in ACS group(45.0% vs 62.5%, χ~2=4.200, P<0.05). The distribution of genetype in C46T was no significant difference among the numbers of stenosed coronary artery. CONCLUSION: The C46T polymorphism of FⅫ is association with CAD in Chinese Han population. The C→T mutation may be a protective factor against CAD and ACS.
ABSTRACT
<p><b>OBJECTIVE</b>To investigate whether coagulation factor VII (FVII) polymorphisms play a role in the pathogenesis of coronary artery disease (CAD) and/or myocardial infarction (MI) in a series of Hans.</p><p><b>METHODS</b>The Arg(353)Gln and HVR4 polymorphisms of FVII gene were determined in 374 patients undergoing selective coronary angiography by PCR and restriction fragment length polymorphism assay.</p><p><b>RESULTS</b>The FVII genotype distribution was in accordance with Hardy-Weinberg equilibrium. The frequencies of FVII genotypes or alleles did not show significant differences between the CAD group and the controls or between the males and the females. The frequencies of carriers of the Gln(353) allele and (Arg/Gln + Gln/Gln) genotypes were significantly higher in the CAD patients without MI than in those with MI (P = 0.031, odds ratio 0.37, 95% CI: 0.15 - 0.94). However, HVR4 polymorphisms were not significantly different between the two groups (P > 0.05).</p><p><b>CONCLUSION</b>Carrying the F VII Gln(353) gene may be a protective factor against MI in the Chinese Hans.</p>
Subject(s)
Female , Humans , Male , Middle Aged , Asian People , Genetics , China , Coronary Angiography , Factor VII , Genetics , Myocardial Infarction , Genetics , Polymorphism, Genetic , Risk FactorsABSTRACT
0.05)). The Val/Leu genotype and Leu allele frequencies in subjects without MI were significantly higher than that in subjects with MI (P