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Focused on the world-wide issue of improving the accuracy of emotion recognition, this paper proposes an electroencephalogram (EEG) signal feature extraction algorithm based on wavelet packet energy entropy and auto-regressive (AR) model. The auto-regressive process can be approached to EEG signal as much as possible, and provide a wealth of spectral information with few parameters. The wavelet packet entropy reflects the spectral energy distribution of the signal in each frequency band. Combination of them gives a better reflect of the energy characteristics of EEG signals. Feature extraction and fusion are implemented based on kernel principal component analysis. Six emotional states from a public multimodal database for emotion analysis using physiological signals (DEAP) are recognized. The results show that the recognition accuracy of the proposed algorithm is more than 90%, and the highest recognition accuracy is 99.33%. It indicates that this algorithm can extract the feature of EEG emotion well, and it is a kind of effective emotion feature extraction algorithm, providing support to emotion recognition.
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The phase lock value(PLV) is an effective method to analyze the phase synchronization of the brain, which can effectively separate the phase components of the electroencephalogram (EEG) signal and reflect the influence of the signal intensity on the functional connectivity. However, the traditional locking algorithm only analyzes the phase component of the signal, and can't effectively analyze characteristics of EEG signal. In order to solve this problem, a new algorithm named amplitude locking value (ALV) is proposed. Firstly, the improved algorithm obtained intrinsic mode function using the empirical mode decomposition, which was used as input for Hilbert transformation (HT). Then the instantaneous amplitude was calculated and finally the ALV was calculated. On the basis of ALV, the instantaneous amplitude of EEG signal can be measured between electrodes. The data of 14 subjects under different cognitive tasks were collected and analyzed for the coherence of the brain regions during the arithmetic by the improved method. The results showed that there was a negative correlation between the coherence and cognitive activity, and the central and parietal areas were most sensitive. The quantitative analysis by the ALV method could reflect the real biological information. Correlation analysis based on the ALV provides a new method and idea for the research of synchronism, which offer a foundation for further exploring the brain mode of thinking.
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Objective@#To study the clinicopathologic features of dedifferentiated chordoma.@*Methods@#Four cases of dedifferentiated chordoma of sacrococcygeal region were collected at Beijing Jishuitan Hospital, from 2009 to 2014. HE and immunohistochemistry (EnVision method) were used to observe the clinical, radiological and histological features of dedifferentiated chordoma and to make the diagnosis and differential diagnosis. The literature was reviewed.@*Results@#Four cases of dedifferentiated chordoma were all located in the sacrococcygeal region. The mean age at diagnosis was 57 years (range 49-64 years). There were 1 female and 3 males. Histologically, there were two components of conventional chordoma and dedifferentiated sarcoma with or without transitional area between them. The histology of dedifferentiated components includes undifferentiated sarcoma and fibrosarcoma. Immunohistochemical study showed that cytokeratin, epithelial membrane antigen, S-100, Brachyury were positive in the portion of chordoma while p53 were positive in the portion of undifferentiated sarcoma. INI1 and vimentin were both positive.@*Conclusions@#The dedifferentiated chordoma is very rare. The diagnosis should combine the histological characters and immunohistochemical results and should be differentiated from the sarcomatoid chordoma, poorly differentiated chordoma and other high grade sarcoma. p53 may play a role in the malignant transformation mechanism of chordoma.
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Objective@#To study the clinicopathologic features of dedifferentiated liposarcoma of extremities.@*Methods@#Nine cases of dedifferentiated liposarcoma of extremities diagnosed at Beijing Jishuitan Hospital from 2009 to 2017 were selected. The histological features of cases of dedifferentiated liposarcoma of extremities were evaluated by HE and immunohistochemistry, together with the clinical and radiological features. Flourescence in situ hybridization(FISH) was used to detect MDM2 amplification.@*Results@#They were located in the thigh (6 cases), calf (2 cases) and buttock (1 case). There were six females and three males. Patients′ age ranged from 61 to 79 years (mean 68 years). Histologically, there were two components, well-differentiated liposarcoma and dedifferentiated sarcoma with or without transitional lesions between them. The histology of dedifferentiated liposarcoma included undifferentiated sarcoma and fibrosarcoma. Heterologous elements such as bone and cartilage were present in two cases. Immunohistochemical study showed the tumor cells expressed vimentin, CDK4 and p16. MDM2 were positive in 6 cases (6/9) and p53 was positive in one case(1/9). CKpan was positive in the epithelioid differentiation area. S-100 protein was positive in the well-differentiated liposarcoma component. FISH showed the amplification of MDM2(6/9).@*Conclusions@#Dedifferentiated liposarcoma of extremities is very rare. The diagnosis should be combined with the histological characteristics and immunohistochemical results and differentiated from the other tumors and tumor-like lesions.
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Purpose To study the clinicopathologic features of inflammatory myofibroblastic tumor (IMT) of long bone.Methods HE and immunohistochemistry of EnVision two-step were used to observe the clinical,radiological,histological and immunophenotype features of IMT of bone.The literatures were reviewed.Results 4 cases of IMT of bone were respectively located in the tibia (2 cases) and femur (2 cases).Histologically,the lesions were characterized by collagen-rich and spindled to plump myofibroblast-like cells and a variable admixture of inflammatory cells.Immunohistochemical study showed that the vimentin,SMA,actin,H-caldesmon and CD34 were positive.Conclusion The IMT is a rare and locally aggressive tumor.The diagnosis should combine the histological characters with immunohistochemical results and should be differentiated from the other tumors and tumor-like lesions.
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Purpose To investigate the diagnosis and differentail diagnosis of metastatic small cell carcinoma of bone in needle biopsy, especially for the differentail diagnosis with Ewing sarcoma of bone. Methods Clinicopathological informations of 11 cases of metastat-ic small cell carcinoma and 20 cases of Ewing sarcoma were collected, and markers for differentail diagnosis were detected in two groups by immunohistochemistry of EnVision. Results The positive rates of CD99 and FLI-1 were 27. 3% and 54. 5% in metastatic small cell carcinoma group, while the positive rate of CK was 15. 0% in Ewing sarcoma group. Patient′s age, single lesion, expression of CK, vimentin, CD99, FLI-1, CD56 were significantly different in two groups. Conclusions Metastatic small cell carcinoma and E-wing sarcoma share similar histopathologic features in needle biopsy, no single immunohistochemical marker can specifically distinguish small cell carcinoma from Ewing sarcouma. The correct diagnosis should comprehensive analyze clinicopathologic characters and a se-ries of immunohistochemical markers.
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Purpose To study the expression of inhibitor of differentiation 2 (Id2) in Ewing sarcoma of bone as well as the correlation with cell cycle proteins. Methods The expression of Id2, c-Myc, Cyclin D1, p53, p16 and p27 in 45 cases of Ewing sarcoma were detected by immunohistochemical EnVision methods, the relationship between the expression of Id2 and clinicopathologic characteristics and the correlation with cell cycle proteins were analyzed. Results Total expression of Id2 was found in 88. 9% of Ewing sarcoma. Strong expression of Id2 was detected in 33. 3% cases. Higher frequencies of c-Myc and Cyclin D1 immunostaining were observed (66. 7% and 71. 1%, respectively), but lower frequencies of p53, p16 and p27 expression were present (20. 0%, 35. 6% and 28. 9%, respectively). Id2 overexpression displayed a negative relationship with p27 expression (P<0. 05). Among the follow-up of 24 cases, overexpression of Id2 was found more frequency in dead and metastases cases (41. 2%) when compared to that of progres-sion-free survival cases (14. 3%). Conclusions Id2 was extensively expressed in Ewing sarcoma of bone. Overexpression of Id2 and its correlation with p27 expression suggest that this is an important pathway involved in development of Ewing sarcoma. Moreover, Id2 overexpression may predict poor prognosis.
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[Objective] To compare and analyse the clinical effect of tiny incision blind-cut suck-erasion on unhairing and preserving armpit hair in bromhidrosis.[Method] Select 429 cases of 851 sides in our hospital, divide them into treatment group(blind-cut suck-erasion+unhairing) 308 cases with 609 sides, and control group(blind-cut suck-erasion+preserving armpit hair) 121 cases with 242 sides. Make statistics and compare their complications in recent and forward stages, also the recurrence and residual of peculiar smel after 1 year. [Result] For the treatment group, 38 sides had the recent compli-cation of hematoncus, 30 sides had partly skin necrosis, 12 had bad cut cure, 70 had early slight hardening and contracture skin; for the forward complica-tions: 27 sides had focal slight scar, 3 severe scar, 23 focal subcutaneous sac lump with infection, 3 peculiar smel residual and recurrence. To the control one, for the recent complications, 11 sides had hematoncus, 9 partly skin necrosis, 5 bad cut cure, 13 early slight hardening and contracture skin; for for-ward complications, 8 sides had focal slight scar, 1 severe scar, 3 focal subcutaneous sac lump with infection, 38 peculiar smel residual and recurrence. By comparison, on early slight hardening and contracture skin and focal subcutaneous sac lump with infection, the treatment group was higher than control one;other complications had no difference of statistical meaning;on radical cure rate, the treatment group was obviously more than control one, with dif-ference of statistical meaning. [Conclusion] The tiny cut blind-cut suck-erasion is definite in treating bromhidrosis, the operation removes subcutaneous apocrine sweat gland, meanwhile removes the hair fol icle and sebaceous gland complexus, the therapy is very thorough, with better cure effect, less recur-rence, without increasing complications.
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Objective To study the gene expression profiles of ovarian cancer by cDNA microarray,and preliminarily analyze the function of part of differential expression genes.Methods BiostarH-40s gene microarray containing 4 097 genes was used to analyze gene expression patterns in tissue samples from 5 cases of human ovarian serous cystadenocarinoma(cy5-dUTP present ) and 5 cases of normal ovarian tissues(cy3-dUTP present).Results 163 genes of differential expression were found in more than 4 cases of ovarian cancer,the expression of 66 genes increased(up-regulated),the expression of 97 genes decreased(down-regulated). 37 differential genes with difinite gene function classification were found including three protocogene and tumor suppressor genes,one cyclin protein gene,three cytoskeletal and movement protein genes,one DNA binding,transcription and transcription factors gene,two cell receptor genes,five immune-related protein genes,seven metabolism genes,two protein translation and synthesis genes,three growth-related genes and seven other types of genes.Conclusion Gene expression profiles of ovarian cancer can be detected by cDNA microarray,and differential expression genes and their gene function classification of ovarian cancer are found.