ABSTRACT
Early screening is an important means to reduce breast cancer mortality. In order to solve the problem of low breast cancer screening rates caused by limited medical resources in remote and impoverished areas, this paper designs a breast cancer screening system aided with portable ultrasound Clarius. The system automatically segments the tumor area of the B-ultrasound image on the mobile terminal and uses the ultrasound radio frequency data on the cloud server to automatically classify the benign and malignant tumors. Experimental results in this study show that the accuracy of breast tumor segmentation reaches 98%, and the accuracy of benign and malignant classification reaches 82%, and the system is accurate and reliable. The system is easy to set up and operate, which is convenient for patients in remote and poor areas to carry out early breast cancer screening. It is beneficial to objectively diagnose disease, and it is the first time for the domestic breast cancer auxiliary screening system on the mobile terminal.
Subject(s)
Female , Humans , Breast/pathology , Breast Neoplasms/pathology , Diagnosis, Computer-Assisted , Early Detection of Cancer , Ultrasonography , Ultrasonography, Mammary/methodsABSTRACT
In clinic, intima and media thickness are the main indicators for evaluating the development of atherosclerosis. At present, these indicators are measured by professional doctors manually marking the boundaries of the inner and media on B-mode images, which is complicated, time-consuming and affected by many artificial factors. A grayscale threshold method based on Gaussian Mixture Model (GMM) clustering is therefore proposed to detect the intima and media thickness in carotid arteries from B-mode images in this paper. Firstly, the B-mode images are clustered based on the GMM, and the boundary between the intima and media of the vessel wall is then detected by the gray threshold method, and finally the thickness of the two is measured. Compared with the measurement technique using the gray threshold method directly, the clustering of B-mode images of carotid artery solves the problem of gray boundary blurring of inner and middle membrane, thereby improving the stability and detection accuracy of the gray threshold method. In the clinical trials of 120 healthy carotid arteries, means of 4 manual measurements obtained by two experts are used as reference values. Experimental results show that the normalized root mean square errors (NRMSEs) of the estimated intima and media thickness after GMM clustering were 0.104 7 ± 0.076 2 and 0.097 4 ± 0.068 3, respectively. Compared with the results of the direct gray threshold estimation, means of NRMSEs are reduced by 19.6% and 22.4%, respectively, which indicates that the proposed method has higher measurement accuracy. The standard deviations are reduced by 17.0% and 21.7%, respectively, which indicates that the proposed method has better stability. In summary, this method is helpful for early diagnosis and monitoring of vascular diseases, such as atherosclerosis.
Subject(s)
Carotid Arteries/diagnostic imaging , Carotid Intima-Media Thickness , Normal Distribution , UltrasonographyABSTRACT
In order to enhance the comprehensive ability,scientific research consciousness and scientific research skills of laboratory medicine students,the clinical laboratory center of Beijing Children's Hospital carried out the exploration for strengthening the scientific research ability of laboratory medicine students in the implementation of scientific research projects.Depending on the platform of National Center for Children's Health,the clinical laboratory center of Beijing Children's Hospital used patient resources and top research facilities to provide comprehensive trainings for students who volunteered to take part in this project with the goal of offering more opportunities for further study and employment to them.Teachers can impart the ideas,thoughts and skills of scientific research to the students through the training,which can help them to improve their core competitiveness by combining the theoretical knowledge and practical work,developing the innovative thinking and improving the ability in scientific research innovation and practice.
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Objective To investigate the clinical value of double contrast-enhanced ultrasonography (DCUS) for the diagnosis of gastric cancer.Methods A retrospective analysis was performed to review the DCUS data of 26 patients which were diagnosed as gastric cancer by pathology in the third affiliated hospital of Kunming Medical University from October 2014 to July 2015.The analysis results were compared with postoperative pathology to get accuracy rates.Results The located accuracy,qualitative accuracy and accuracy at T phase of DUCS was 100％ (26/26),100％ (26/26) and 88.5％ (23/26),respectively.Compared with color doppler flow imaging (CDFI),the qualitative accuracy of DUCS was much higher (P ＜ 0.05).The accuracy of DUCS at T phase was higher than that of CDFI with no statistical significance (P ＞ 0.05) Conclusion DUCS has an important application value in the diagnosis of gastric cancer.
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Objective To summarize the sonographic features of fetal limb deformity. Methods Systematic continuous sequence approach (SCSA) was performed with two-dimensional and three-dimensional ultrasonography(USG) in 28 383 fetuses to observe the fetal limb development, posture abnormality and other accompanied malformations. Compared with the pathological and radiological findings, the characteristics of fetal limb deformity on USG were summarized. Results Among 28 383 fetuses prenatal ultrasound detected 207 cases of fetal malformations (0.7%, 207/28 383) including 29 cases of limb deformities (14%, 29/207). In the 29 cases, there were osteogenesis imperfecta in 2 cases, syndactyly in 1 case, cleft hand deformities in 1 case, uncifom hand in 1 case, clubfoot deformity in 12 cases, cleft foot in 1 case, micromelia in 4 cases, limb body wall complex in 1 case, forearm defect in 2 cases, and radius absence in 4 cases. Chromosome karyotype analysis was conducted in 7/29 cases, of which 6 cases were normal and 1 case was trisomy-13 with syndactyly. In addition, the fetal limb deformities were found at 17-19 weeks of gestation in 4 cases, at 20-24 weeks in 23 cases, and at 25-33 weeks in 2 cases. In summary, 27/29 cases were identiifed at 17-24 weeks of gestation. Conclusions Prenatal ultrasound is the ifrst-choice method for screening of fetal limb deformity. The detection rate of limb deformity could be greatly improved by using SCSA method with the supplement of 3D ultrasound.
ABSTRACT
The standard treatment for colorectal cancer still have not been unified,especially the treatment for patients with locally advanced rectal cancer (T3 or T4 stage) is controversial,and multidisciplinary comprehensive treatment is recommended by most of the scholars.Precise preoperative diagnosis and staging for locally advanced rectal cancer is very important.Currently,transrectal ultrasound (TRUS),multi-slice spiral computed tomography,magnetic resonance imaging (MRI) are playing important roles in the preoperative diagnosis and staging,while controversies on the efficacies of different imaging diagnosis on the evaluation of rectal cancer exist between domestic and overseas scholars.From October 2010 to October 2012,the imaging data of 30 patients with locally advanced rectal cancer who were admitted to the Tumor Hospital of Yunnan Province were retrospectively analyzed.The results showed that TRUS,computed tumography and MRI had guidance value in preoperative tumor staging and evaluation of neoadjuvant therapy for patients with locally advanced rectal cancer,which provide a more reliable basis for the selection of appropriate treatment programs.
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OBJECTIVE: To establish a RP-HPLC method for the determination of the content of hesperidin in Yangweishu tablets.METHODS: The samples were separated on octadecyl silane bonded gel silica column(150 mm?4.6 mm,5 ?m) with the mobile phase consisted of methanol-7% acetic acid solution(32∶68) under a detection wavelength of 283nm.RESULTS: The linear range of hesperidin was 49.6～892.8 ng(r=0.999 9) with an average recovery rate of 99.02%(RSD=0.45%,n=9).CONCLUSION:The method is simple,accurate,reproducible and applicable for the quality control of Yangweishu tablets.
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OBJECTIVE:To optimize the extraction technology of Zishen yangyin granules.METHODS:The yield of the extractum and the content of the extraction using 80% alcohol as solvent were used as indexes to optimize the extraction technology of Zishen yangyin granules by orthogonal experiment with the times of extraction,the extraction time and the amount of water added as factors.RESULTS:The optimal extraction conditions were as follows:the extraction was carried out for 3 times by adding water at an amount of 9 times,6 times and 6 times,respectively that of solid substance with decoction time of 3 h,2 h and 1 h,respectively.CONCLUSION:The optimal extraction process was proved to be time-saving and energy-saving and suitable for large production.
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Objective To retrospectively review the diagnosis and treatment of intraarticular synovial hemangioma of the knee under arthroscope. Methods Six cases of intraarticular synovial hemangioma of the knee were included. The examination of X ray and MRI before surgery indicated intraarticular synovial hemangioma in 5 cases and pigmented villonodular synovitis in 1 case, then arthroscopic diagnosis and excision of the lesions were followed. Results The six cases were definitely diagnosed as intraarticular synovial hemangioma. Under arthroscope, the lesions exhibited as irregular dark blue or purple capillary clumps of different sizes. The postoperative follow-up of 10.7 months in average (range 4-23 months) shows good joint function for all the patients and no signs of recurrence at the last follow-up. Conclusion Intraarticular synovial hemangioma is rare with a high rate of misdiagnosis. Careful physical examination and MRI can help to make the diagnosis. Arthroscopic surgery is a choice of diagnosis and treatment for intraarticular synovial hemangioma of knee.
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Objective To observe the effect of the different bore diameter membranes on technological parameters of Radix Polygoni Multiflori Granula and to optimize the process of membrane filtration.Methods Three different membranes were tested under different parameters of operation to observe the changes in membrane flux and the content of effective components by Radix Polygoni Multiflori Granula.Results The membrane(50 nm)had the great flux,the transfering rate of stilbene glucoside was the highest;The optimum conditions:the operation differential pressure was 0.8-1.2 MPa;The operation temperature was 50-60 ℃;the membrane surface flow rate was 3.0 m/s.When the volume of filtration solution was condensed to 1/10 of former,entering the same volume deionized water into it,and when the effective components transfering rate reached 80%,the filtration was finished.Using the strong acid and strong alkali to wash it in turn,the flux could revive above 90%.Conclusion It can be obtained a good result that adopts the technology of ceramic membranes microfiltration to refine Radix Polygoni Multiflori Granula.This can provide the foundation for the application of ceramic membrane microfiltration in the refinement of water extraction of other Chinese materia medica.