The finite element method is a new method to study the mechanism of brain injury caused by blunt instruments. But it is not easy to be applied because of its technology barrier of time-consuming and strong professionalism. In this study, a rapid and quantitative evaluation method was investigated to analyze the craniocerebral injury induced by blunt sticks based on convolutional neural network and finite element method. The velocity curve of stick struck and the maximum principal strain of brain tissue (cerebrum, corpus callosum, cerebellum and brainstem) from the finite element simulation were used as the input and output parameters of the convolutional neural network The convolutional neural network was trained and optimized by using the 10-fold cross-validation method. The Mean Absolute Error (MAE), Mean Square Error (MSE), and Goodness of Fit ( R ²) of the finally selected convolutional neural network model for the prediction of the maximum principal strain of the cerebrum were 0.084, 0.014, and 0.92, respectively. The predicted results of the maximum principal strain of the corpus callosum were 0.062, 0.007, 0.90, respectively. The predicted results of the maximum principal strain of the cerebellum and brainstem were 0.075, 0.011, and 0.94, respectively. These results show that the research and development of the deep convolutional neural network can quickly and accurately assess the local brain injury caused by the sticks blow, and have important application value for understanding the quantitative evaluation and the brain injury caused by the sticks struck. At the same time, this technology improves the computational efficiency and can provide a basis reference for transforming the current acceleration-based brain injury research into a focus on local brain injury research.
Brain ; Brain Injuries ; Computer Simulation ; Finite Element Analysis ; Humans ; Neural Networks, Computer

AIM: To investigate the distribution characteristics of methylenetetrahydrofolate reductase (MTHFR) gene polymorphism and its correlation with blood Hcy in hypertensive patients and to provide reference for the prevention and treatment of H-type hypertension in southern Anhui Province. METHODS: A total of 657 hypertensive patients were treated in our hospital from October 2019 to August 2020 were selected as the research objects. The MTHFR C677T and A1298C loci were genotyped by fluorescence staining in situ hybridization, and the blood Hcy concentration was determined by the enzyme cycle method. The distribution characteristics of MTHFR gene in the Han nationality hypertensive population in southern Anhui Province were analyzed, and compared with the reported MTHFR gene distribution data of hypertensive populations in other regions and ethnic groups. RESULTS: Among the 657 patients, the distributions of CC, CT and TT types at the C677T site of MTHFR gene were 212(32.27%), 321 (48.86%), 124(18.87%), and the distribution of AA, AC, and TT types at the A1298C site were 467 (71.08%), 171(26.03%), 19(2.89%). There was no gender difference in the distribution of the two loci of this gene in the hypertensive population in southern Anhui Province (P > 0.05). The distribution frequency of CC genotype at C677T locus is lower than that in Foshan and Guangxi, but higher than that in Henan, Xinjiang and Inner Mongolia; the frequency of CT genotype is higher than that in Foshan and Guangxi; the frequency of TT genotype is higher than that in Foshan and Guangxi. Guangxi region was lower than Henan region, Xinjiang region and Inner Mongolia region, and the difference was statistically significant (P < 0.05). The mean blood Hcy of 657 patients was (15.8 ± 7.80) μmol/L, of which 510(77.62%) were in line with the diagnosis of H-type hypertension. The level of Hcy in males was significantly higher than that in females, and the difference was statistically significant (P < 0.000 1). Compared with the different genotypes of the C677T locus, the TT type was higher than the CT type and CC type, and the difference was statistically significant (P < 0.05). There was no significant difference in Hcy levels between different genotypes at the A1298C locus (P > 0.05). CONCLUSION: The distribution of MTHFR gene polymorphism in the Han nationality hypertensive population in southern Anhui is significantly different from other regions, and it is also significantly related to the level of Hcy, which has obvious regional characteristics. The genetic detection technology combined with the determination of Hcy concentration can provide a scientific basis for the prevention and treatment of H-type hypertension in southern Anhui Province.

Objective:To explore the effect of the surgery concept of rapid rehabilitation on the postoperative rehabilitation, immune function and nutritional status of patients with colorectal cancer undergoing laparoscopic radical surgery.Methods:From June 2017 to June 2019, 106 patients with colorectal cancer underwent laparoscopic radical surgery in the Affiliated Hospital of Shaoxing University of Arts and Sciences were divided into the observation group and the control group according to the random digital table method, with 53 cases in each group.The observation group adopted the surgery concept of rapid rehabilitation, while the control group adopted the surgery concept of conventional rehabilitation.The amount of intraoperative bleeding, postoperative complications and operation time were compared between the two groups.The recovery of gastrointestinal function, the changes of immune function and nutritional indicators were compared between the two groups.Results:There were no statistically significant differences in the amount of bleeding and operation time between the two groups(all P>0.05). The incidence of postoperative complications in the observation group was 5.66%(3/53), which was lower than 24.53%(13/53) in the control group(χ 2=7.361, P<0.05). The time of first anal exhaust[(2.14±0.32)d] and first eating[(1.85±0.42)d]in the observation group were shorter than those in the control group[(3.62±0.61)d and (2.79±0.36)d]( t=15.642, 12.371, all P<0.05). Three days after operation, the CD 3+ [(50.82±2.31)%], CD 4+ [(34.01±2.19)%]and CD 4+/CD 8+ (1.03±0.08) in the observation group were higher than those in the control group[(46.30±2.68)%, (30.26±2.05)% and (0.81±0.12)]( t=9.300, 9.101, 11.105, all P<0.05). The serum transferrin[(1.97±0.14)g/L]and prealbumin[(0.23±0.03)g/L] in the observation group were higher than those in the control group[(1.72±0.15)g/L and (0.18±0.03)g/L]( t=8.870, 8.580, all P<0.05). Conclusion:The surgery concept of rapid rehabilitation can promote the postoperative rehabilitation of patients with colorectal cancer, improve the immune function and nutritional status of patients, and has less complications.

Objective:To investigate and analyze the epidemiological and clinical characteristics of 46 patients with corona virus disease 2019 (COVID-19) in Beijing City.Methods:A retrospective study was conducted to analyze the data of 46 patients with COVID-19 in Beijing from 20th January 2020 to 8th February 2020 at the Fifth Medical Center of the PLA General Hospital in Beijing City. Twelve, 23 and 11 patients were assigned to the mild group, common group and severe group, respectively. The epidemiological history, clinical characteristics, laboratory tests and imaging inspections were analyzed. Statistical analysis used Fisher exact test. If P<0.05, post- hoc test was used for pairwise comparison, and the statistics were corrected by Bonferroni test. Results:Among the 46 patients included in this study, 27 were male and 19 were female. The age range was between 3-79 years old, and the age was (41.8±16.3) years old. The average incubation period was (4.85±3.00) days. A total of 26 cases (56.5%) were clustered patients, and 26 cases had a history of staying in Wuhan, 10 cases had contact with Wuhan personnel. Fever (39 cases, 84.8%), cough (27 cases, 58.7%), and fatigue (25 cases, 54.3%) were the main clinical symptoms for these patients. The decrease in white blood cell counts occurred in 12 patients, four had the decrease in T lymphocyte percentage, 17 had the decrease in CD4 + T lymphocyte counts, seven had the decrease in CD8 + T lymphocyte counts, 21 had the increase level of C reactive protein (45.7%), and interleukin-6 (IL-6) level increased in 32 cases (69.6%), erythrocyte sedimentation rate (ESR) increased in 23 cases (50.0%), serum ferritin level increased in 26 cases (56.5%), and blood lactic acid level increased in nine cases. There were statistically significant differences in the proportion of cases with decreased absolute value of CD8 + T lymphocytes and T lymphocytes counts among the mild, common and severe groups (all P<0.05). Comparing the proportion of cases in the three groups with elevated C reactive protein, IL-6, ESR, serum ferritin and blood lactic acid levels, the differences were statistically significant (all P<0.05). The proportion of cases with elevated C reactive protein levels in severe group was higher than those in mild and common groups. The proportion of cases with elevated IL-6, ESR, and serum ferritin levels in severe and common group were higher than those in mild group. The proportion of cases with elevated blood lactic acid levels in severe group was higher than those in mild group. The differences between the above groups were statistically significant (all adjusted P<0.017). Analysis of chest X-rays results showed that 34 patients (73.9%) had inflammation in the lungs. Conclusions:The epidemiological characteristics of patients with COVID-19 in Beijing City are mainly imported cases and clustered cases. The clinical manifestations are mainly fever, fatigue and cough. C reactive protein, IL-6, ESR, serum ferritin and blood lactic acid levels are higher in severe patients.

Objective:To explore the significance of digital orthopedic technology in surgical plan for spinal tumor and the preliminary outcomes of 3D printed vertebral bodies in spinal tumor surgery.Methods:The clinical data of 2 patients were retrospectively analyzed who had had a 3D printed vertebral body implanted at Center of Orthopaedics, Shenzhen Hospital from June 2018 to December 2019. One was a 32-year-old male, diagnosed with cervical neurinoma; the other was a 27-year-old female, diagnosed with giant cell tumor of lumbar bone. 3D virtual reconstruction of tumor and surrounding structures was established via Mimics software for surgical plan. Virtual osteotomy was simulated, their disease models and guide templates were 3D printed, and their metal artificial vertebral bodies were 3D printed after personalized design of the vertebral body diameter, porosity and procedures of reconstruction and fixation. Lesion resection and prosthesis implantation were carried out in accordance with the preoperative plan. After operation, the motor function of cervical or lumbar vertebrae, tumor recurrence, and spinal stability reconstructed were regularly observed.Results:Resections and reconstructions went uneventfully in both cases. The 2 patients were followed up for 21 and 13 months respectively. Their postoperative images showed that their 3D printed vertebral bodies fitted the neighboring vertebral bodies well. The spinal stability was reconstructed without any loosening or periprosthetic osteolysis, and the tumors were removed completely with no recurrence in both cases. Their spinal motor function was satisfactory.Conclusions:Digital orthopedic technology can offer accurate guidance in the treatment of spinal tumors. It is necessary to consider local physiological anatomy in personalized design of a metal vertebral body 3D printed. Clinical application of 3D printed metal vertebral bodies is a new strategy for spinal reconstruction following spinal tumor resection.

To compare the clinical value of superb microvascular imaging (SMI) and contrast enhanced ultrasound (CEUS) in the differential diagnosis of thyroid nodules, and to further study whether the combination of SMI and/or CEUS with thyroid imaging reporting and data system (TI-RADS) can improve the diagnostic value of TI-RADS.
 Methods: SMI, CEUS, TI-RADS, TI-RADS combined with CEUS, TI-RADS combined with SMI, TI-RADS combined with SMI and CEUS were used to differentiate thyroid nodules. TI-RADS 4b, 5 categories in two-dimensional ultrasound, hypoenhancement in CEUS, and peripheral blood flow with penetrating vessels in SMI were considered malignant signs. The diagnostic efficacy of these methods was compared according to post-operative pathology or fine needle aspiration cytology.
 Results: A total of 237 patients with 296 thyroid nodules were included in the study. The sensitivity, specificity and accuracy for TI-RADS were 78.4%, 77.7% and 78.0% respectively, 75.5%, 86.6% and 81.4% in SMI, 82.0%, 88.5% and 85.5% in CEUS, 92.1%, 90.4% and 91.2% in TI-RADS combined with SMI and CEUS. Area under the receiver operating characteristic curve (AUROC) showed no significant difference between SMI, CEUS, TI-RADS (χ2=4.29, P=0.117). AUROC of both TI-RADS combined with CEUS (χ2=39.62, P<0.001), TI-RADS combined with SMI (χ2=36.61, P<0.001) were higher than TI-RADS. AUROC of TI-RADS combined with SMI and CEUS was higher than TI-RADS combined with SMI (χ2=4.50, P=0.033) or TI-RADS combined with CEUS (χ2=4.24, P=0.039).
 Conclusion: Peripheral blood flow with penetrating vessels in SMI possesses high diagnostic value in differentiating thyroid cancer. The combination of SMI and/or CEUS with TI-RADS can be used to improve the diagnostic efficacy of TI-RADS in differential diagnosis of thyroid nodules.
Diagnosis, Differential ; Humans ; Thyroid Neoplasms ; Thyroid Nodule ; Ultrasonography

Objective To verify and compare the TI-RADS developed by Kwak et al .( Kwak TI-RADS ) ,2015 American Thyroid Association Management Guidelines for Adult Patients with Thyroid Nodules and Differentiated Thyroid Cancer ( ATA Guideline Classification) ,2017 TI-RADS released by the American College of Radiology (ACR TI-RADS) and TI-RADS developed by Zhou et al .(Zhou TI-RADS) in the evaluation of thyroid nodules . Methods The ultrasound images of 339 thyroid nodules in 273 patients were analyzed by retrospective study . The thyroid nodules were categorized into aforementioned four stratified systems . Based on the pathological findings considered the "gold standard",the receiver operating characteristic( ROC ) curve was created to compare the clinical application value of aforementioned four stratified systems . Results The percentage of nodules that could not be categorized were 1 .2％ ,17 .5％ ,0 and 1 .2％ for the Kwak TI-RADS ,ATA guidelines ,ACR TI-RADS ,and Zhou TI-RADS ,respectively and the area under the ROC curve ( AUC) was 0 .899 ,0 .879 ,0 .876 ,and 0 .918 ,respectively . The sensitivity of Kwak TI-RADS ,ATA guidelines classification ,and ACR TI-RADS were higher than that of Zhou TI-RADS (all P < 0 .05) ,whereas the specificity of Zhou TI-RADS was the highest (all P < 0 .05) . As for the accuracy ,no statistically significant differences were observed between any two of Kwak TI-RADS ,ATA guidelines ,ACR TI-RADS ,and Zhou TI-RADS systems ( all P > 0 .05) . Conclusions Four thyroid risk stratification systems provide effective risk assessment for thyroid nodules ,Zhou TI-RADS has relatively lower sensitivity ,but its specificity and AUC value are the highest among the four evaluated systems . In addition ,ACR TI-RADS can classify the most nodules ,while the number of nodules that can′t be categorized by ATA guideline is maximum .

Objective To compare the impact of bowel preparation on postoperative complications of patients undergoing radical cystectomy(RC) with ileal conduit diversion(ICD) by meta-analysis.Methods All literature were collected from VIP,CNKI,WanFang Data,CBMdisc,Pubmed,Medline,Embase dated from inception to April 2016.Then literature were grouped into mechanical bowel preparation and nonmechanical bowel preparation,whose differences in the wound,intestinal function,infection and other complications were compared.Results Three RCTs,four cohort studies and 656 cases were taken into account.No statistical difference was observed in the wound infection,wound dehiscence,fascia dehiscence,intestinal obstruction,anastomosis fistula,intestinal fistula,urinary leakage,death of indicators between the two groups.Conclusion Preoperative mechanical bowel preparation did not reduce the occurrence of postoperative complications of the patients with RC undergoing ICD.

Objective To compare the efficacy between autologous fat and hyaluronic acid in filling nasolabial grooves.Methods Sixty patients who wanted improvement of nasolabial grooves were involved in the study.They were randomly and equally classified into two groups:autologous fat injection group and hyaluronic acid injection group.Photographs were taken before,half a year,and one year after injection.The nasolabial grooves were also graded before,half a year,and one year after injection.The grade improvement was obtained after postoperative grade minus preoperative grade.If the grade improvement was more than 1 grade,the treatment was regarded as effective to evaluate the outcome between the two methods.Results The results of the two groups were tested by SPSS 13.0 software.The effects of the two methods were not significantly different after half a year of filling (P＞0.05).The difference was significant one year after filling (P＜0.05).In autologous fat injection,the patients had a long and magnificant swelling and redness around the nasolabial grooves;on the contrary,the patients who underwent hyaluronic acid had slight and short-time local reaction like swelling and redness.No other serious complications were found in both the groups.Conclusions The effects of the autologous fat and the hyaluronic acid are equal after half a year of filling.The autologous fat has a longer effect in one year.Both methods are safe and effective.Surgeons can select the method accordingly.

Objective To evaluate an improved technique of vertical mammaplasty with purse string suture for correction of breast ptosis and its clinical application.Methods The adjustable markings of vertical mammaplasty was improved with an upper pedicle for the areola,and breast reduction was adapted with the lower part.The breast tissue was lifted and fixed on the second rib level to reshape the breast,which did not rely on the skin,with purse string suture for the lower half of vertical incision.32 patients with breast ptosis had been operated from May 2009 to February 2014.Results 32 cases were treated with vertical mammaplasty with short scar.The shape of the breasts was strengthen,without obvious scar,and follow-up results of patients were satisfied.Conclusions The vertical mammaplasty with short scar design is simple,operation is convenient,breast shape is plump,and postoperative long-term effect is great.This procedure can be used as one of the feasible operation for breast ptosis correction.