Object detection systems are widely used in many fields. To speed up object detection, a rapid method based on color feature is presented in this paper. Artificial neural network is used for color classification. A series of original objects are gained through searching the most outstanding feature of the marker based on multi-resolution. A set of features obtained from these original objects in the original image, and artificial neural network are used for object classification. Experimental results prove the effectiveness of this method.

DICOM is a standard for data format and transmission of digital medical image. DICOM Data Set is a binary data stream using DICOM encoding rule. DICOM Nesting Data Set is a kind of complex Data Set with a tree structure, and is widely used in DICOM services and encoding of DICOM files for its special structure. In this article, the functions and encoding rule of Data Set and Nesting Data Set in DICOM format are presented, and the way of parsing and organizing of them is put forward. The realization method and practical application are also discussed.

Identification and classification of white blood cells are important for clinical diagnosis.Many researchers have been seeking the effective methods for white blood cells' automatic classification based on morphological characters.After cell segmentation,leukocytes' feature acquirement and selection,this paper accomplishes white blood cells' automatic classification using Sugeno-model fuzzy neural network and compares the result with that from classifier of BP network.

Objective To establish the training objective systems for undergraduates in mili-tary clinical medicine in order to promote the educational reform of military medicine, and to improve the quality of talents training in military medical universities. Methods Literature analysis was made to determine the initial military clinical medical undergraduate training objectives, and a questionnaire was given to experts, on-the-job military doctors, medical graduates to know the real requirements of military doctors' position. A total of 455 valid questionnaires were collected. Then the questionnaire results were discussed and summarized by the method of expert discussion. Finally,. Delphi method was used to determine the ultimate training objective system. Results The ultimate training objective system of military undergraduate clinical medicine contains two aspects, eight fields and sixty-one standards objective systems. Conclusion Organically fusing military medical knowledge, ability and professional quality requirement into two levels and eight modules and clearly understanding the standards and requirements of each module are significantly systematic, advanced and operable, which has important reference value and guiding significance to both the military medical colleges and uni-versities and the local universities.

Many kinds of medical education standards came out at home and abroad in the new era to lead and evaluate the development of medicinal education.The Forth Militay Medical University,after analyzing the characteristics and the insufficiency of these standards,believe that health view,medical model and the other five aspects will be the key factors for the research of military surgeon educational standard for undergraduates majoring in clinical medicine.

We detected the isoniazid resistance in clinical Mycobacterium tuberculosis isolates by high-resolution melting (HRM) curve analysis and assessed the application value of the assay.The isoniazid resistance of 49 M.tuberculosis isolates preserved in laboratory was analyzed by the drug sensitivity test (traditional proportion method).Further analysis was made on the sequencing of the isoniazid resistance determining region in these test strains,and their mutation sites were screened.Specific primers used in the HRM curve analysis were designed based on the screened mutation sites,DNA mutations were assayed in the isoniazid-resistant gene determining region by the HRM curve analysis,and an assessment was made of the detection efficiency of the assay in isoniazid resistance in M.tuberculosis.Results of the drug sensitivity test (proportion method) showed that,of the 49 test strains,there were 20 isoniazid-resistant strains,29 isoniazid-sensitive strains.Results of the sequencing analysis showed that:1) KatG gene had four mutation patterns,i.e.,point mutations at site 234,at sites 234 and 315,at sites 234 and 463,and at sites 234,315 and 463;2) there were three mutations were detected in inhA gene,i.e.,mutations in inhA-8,-15 and-152.Analysis of gene mutation in drug-resistant strains found that of the 20 isoniazid-resistant strains,11 (55 ％) were mutated at codon 315 of KatG gene;6 (30％) were mutated in inhA-15 (4/20),-8 (1/20) and-153 (1/20) of inhA gene;two (10％) were mutated at codon 315 of KatG gene and in inhA-15;in one strain (5％),no mutation was detected in KatG and inhA genes.Through the gene mutation detection,the sensitivity and specificity of isoniazid resistance in M.tuberculosis were 95 ％ and 100 ％,respectively.Results of HRM curve analysis of drug-resistance gene mutations in test strains showed gene mutations were present in 18 strains and absent in 24 ones;referring to DNA sequencing results,the sensitivity and specificity of the assay were 94.7％ and 80％,respectively.Judged by mutations as drug-resistance via the HRM curve analysis,19 resistant and 24 sensitive strains were tested.With the drug sensitivity test results by the proportion method as controls,the sensitivity and specificity of the assay were 95 ％ and 82.76 ％,respectively.Use of the HRM curve in the detection of resistance of M.tuberculosis to isoniazid is characterized by good sensitivity and short time consuming,and has certain value in the rapid diagnosis of isoniazid-resistant tuberculosis.

OBJECTIVE To analyze the varieties,causes and preventions of severe complications in OSAHS patients with delayed extubation after surgery.METHODS The clinical dates of 548 OSAHS patients with delayed extubation after surgery were retrospectively analyzed,in order to explore the incidence,reasons,and the prevention and control of severe complications.RESULTS There were 14 cases with severe complications in 548 OSAHS patients,including 1 case of septicemia,one case of nasal alar scar formation,one case of cerebral infarction,2 cases of massive hemorrhage,2 cases of tube dislocation,2 cases of ventilator resistance,2 cases of apnea,3 cases of ventilator-associated pneumonia.All of the14 cases recovered after dealing with the corresponding measures.No dead happened.CONCLUSION The incidence of complications in OSAHS patients with delayed extubation is relatively high.In order to improve the prognosis,more attentions should be paid to the airway care and manipulation in the course of treatment.When the complications happened,corresponding treatments should be done in time.If the patients' respiratory function and airway patency were normal,extubation as early as possible could reduce the incidence of complications.

Objective:To build a predictive model for symptomatic radiation pneumonitis(RP) using the pretreatment CT radiomics features, clinical and dosimetric data of lung cancer patients by using machine learning method.Methods:A retrospective analysis of 103 lung cancer patients who underwent radiotherapy in the Affiliated Hospital of Jiangnan University from November 2018 to April 2020 was performed. Total normal lung tissues were segmented as an interested volume in pretreatment CT images, and then 250 radiomics features were extracted. The correlations of RP and clinical or dosimetric features were firstly investigated with univariate analysis. Then all clinical data, dosimetric data and CT radiomics features were collected and considered as predictors for modeling of RP grade ≥ 2. Features were selected through LASSO machine learning method, and the predictive model was built. Finally, nomogram for risk of RP were obtained according to the selected features.Results:The result of univariate analysis showed that symptomatic RP was significantly correlated with lung dosimetric parameters including mean lung dose (MLD), V20 Gy and V30 Gy( t=2.20, 2.34 and 2.93, P<0.05). Four features, including lung dose volume percentage V30 Gyand three radiomics features, entropy feature of GLCM, mean and median feature of wavelet histogram were selected among all clinical, dosimetric features and radiomics features. AUC of the predicted model obtained from selected features reached 0.757. For convenient clinical use, the nomogram were obtained, and then personalized RP risk prediction and early intervention could be performed according to this nomogram. Conclusions:Pretreatment CT radiomics and dosimetric features can be used in predicting symptomatic RP, which will be useful for advanced intervention treatment.

OBJECTIVETo investigate the effect of carvacrol pretreatment on myocardial ischemia-reperfusion (I/R) injury and its underlying mechanisms.

METHODSWild-type male C57 BL/6 mice were randomized into 5 groups (n=13), namely the sham-operated group, vehicle (DMSO in saline)+ I/R group, carvacrol (20 mg/kg) + I/R group, carvacrol (40 mg/kg) + I/R group, and carvacrol (60 mg/kg) + I/R group. The mouse models of myocardial I/R injury were established by a 45-min occlusion of the left anterior descending coronary artery (LAD) followed by reperfusion for 2 h. Carvacrol or vehicle was administered intravenously 15 min before LAD occlusion. After reperfusion, the mice were examined for myocardial oxidative stress level and apoptosis rate.

RESULTSCompared with the vehicle group, the 3 carvacrol-pretreated groups showed significantly reduced myocardial infarct size, oxidative stress level and cardiac myocyte apoptosis rate (P<0.01).

CONCLUSIONCarvacrol can protect against myocardial I/R injury by inhibiting myocardial oxidative stress and apoptosis in mice.

Animals ; Antioxidants ; pharmacology ; Apoptosis ; drug effects ; Cardiotonic Agents ; pharmacology ; Male ; Mice ; Mice, Inbred C57BL ; Monoterpenes ; pharmacology ; Myocardial Infarction ; pathology ; Myocardial Reperfusion Injury ; metabolism ; pathology ; Myocytes, Cardiac ; cytology ; drug effects ; Oxidative Stress ; drug effects ; Random Allocation

Objective:To explore a method for detecting recombinant human Annexin A11 (ANXA11) in serum exosomes of pancreatic cancer patients, and then primarily evaluate the clinical value of ANXA11 in pancreatic cancer patients.Methods:A prospective study was conducted and serum specimens from 70 patients diagnosed with PC, 15 patients diagnosed with benign pancreatic mass and 70 patients diagnosed with pancreatitis from the Affiliated Hospital of Nantong University were collected from December 2016 to July 2019. 70 healthy subjects during the same period were selected as control group. The abundance of ANXA11 in serum and exosomes-free serum were detected through parallel reaction monitoring (PRM) basing on high-resolution, high-precision mass spectrometer. Dot immunoblotting created by ourselves for detecting ANXA11 in exosomes and then the methodological evaluation were carried out. Levels of ANXA11 in exosomes in all subjects were statistically analyzed. Moreover, the areas under the curve (AUC) of receiver operating characteristic (ROC) curves were adopted to evaluate the diagnostic efficacy of ANXA11, CA19-9, CEA on PC. The relationship between ANXA11 and clinicopathological parameters as well as prognosis of PC patients was analyzed in the next moment. For analysis, the Mann-Whitney U test was used for comparing between either two groups, and the kruskal-wallis test was used for comparison among four groups. Results:The detection of serum exosome ANXA11 has high sensitivity and repeatability by the method of self-established dot immunoblotting. ANXA11 increased most significantly in the PC group, and the difference was statistically significant ( Hc=58.079, P<0.01) compared with other three groups. ROC curve analysis showed that the diagnostic performance of ANXA11(area under the curve (AUC=0.836) was higher than CEA (AUC=0.656) and equal to CA19-9 (AUC=0.870). The combination of ANXA11 and CA19-9 could improve the sensitivity of diagnosing PC and maintain good specificity. The level of serum exosome ANXA11 before treatment in PC patients was not related to age, gender, tumor size, tumor growth site, lymph node metastasis, distant metastasis and TNM stage ( Z values are 0.052,-0.285,-0.402,0.324,0.888,0.658,1.734, P>0.05). Furthermore, during the 10th day after surgical treatment, the level of ANXA11 showed no statistical difference compared with that before surgery ( Z value is -1.569, P=0.12). The survival time of PC patients was related to the presence of lymph node metastasis, distant metastasis, TNM staging and treatment protocols (χ 2 values are 9.354,6.086,9.389,16.998, P<0.05), while had no correlation with levels of CEA, CA19-9 and ANXA11 (χ 2 values are 1.516, 0.011, 0.159, P>0.05). Conclusions:This study successfully established an original method for detecting ANXA11 levels in serum exosomes of human. Serum exosomes ANXA11 combined with CA19-9 could improve the diagnostic sensitivity of PC.