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Objective:To explore the application value of artificial intelligence (AI) model based on deep learning in breast nodules classification of Breast Imaging Reporting and Data System of ultrasound (BI-RADS-US).Methods:The ultrasound images of 2 426 breast nodules from 1 558 female patients with breast diseases at Beijing Tongren Hospital, Capital Medical University between December 2006 and December 2019 were collected . The image data sets were divided into training (63%), verification (7%), and test (30%) subsets for the construction of AI model. The diagnostic efficiencies of AI model, doctors' arbitration results and doctors' diagnosis with or without AI model assistance were analyzed by using receiver operating characteristic (ROC) curve. The Cohen weighted Kappa statistic was used to compare the consistency of BI-RADS-US classification among 5 ultrasound doctors' diagnosis with or without AI model assistance. And the changes of BI-RADS-US classification were analyzed before and after each doctor adopted AI model assistance.Results:The differences in diagnostic efficiencies of AI model, doctors' arbitration results and doctors' diagnosis with or without AI model assistance were statistically significant (all P > 0.05). The consistency among 5 ultrasound doctors was improved due to AI model assistance and Kappa value was increased from 0.433 (category 3), 0.600 (category 4a), 0.614 (category 4b), 0.570 (category 4c) and 0.495 (category 5) to 0.812, 0.704, 0.823, 0.690 and 0.509 (all P < 0.05), respectively. The upgrade and downgrade of BI-RADS-US classification occurred in 5 doctors after the classification of AI model assistance. Downgrade from category 4 to 3 in benign nodules of 56.6% (47/76) and upgrade from category 4 to 5 in malignant nodules of 69.4% (34/49) were mostly observed. Conclusions:AI-assisted BI-RADS-US classification can effectively improve the consistency of classification among the doctors without reducing the diagnostic efficiency. AI model shows clinical values in reducing unnecessary biopsy of partial benign lesions and increasing diagnostic accuracy of partial malignant lesions through the adjustment of breast nodule classification.
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OBJECTIVE:To optimize the extraction technology for organic acids in Crataegi fructus. METHODS:Based on sin-gle factor test,using liquid-solid ratio,extraction time and ethanol volume fraction as independent variables,extraction yield of or-ganic acids as dependent variable,central composite design-response surface method was used to optimize the extraction technology of organic acids in Crataegi fructus. RESULTS:The optimal extraction technology was as follow as liquid-solid ratio of 18.5:1, adding 75% ethanol,reflux extraction twice,2.0 h each time. Average extraction yield of organic acids in verification test was 5.22%(RSD=2.70%,n=3),with 1.75% relative error of the predicted value(5.13%). CONCLUSIONS:Optimized extraction technology for organic acids in Crataegi fructus is simple,with good reproducibility and predictability.
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AIM To study the chemical constituents from the rhizomas of Smilax glauco-china Warb.METHODS The n-butanol fraction of ethanol extract of S.glauco-china was isolated and purified by silica,Sephadex LH-20 and semi-preparative column,then the structures of obtained compounds were identified by physicochemical properties and spectral data.RESULTS Ten compounds were isolated and identified as phenethanol-β-D-gentiobioside (1),2-phenylethyl-O-β-D-xylopyranosyl-(1 →6)-β-D-glucopyranoside (2),phenylethyl D-rutinoside (3),phenylethyl β-D-glucoside (4),hydrangeifolin Ⅰ (5),icariside D1 (6),calophymembranside B (7),2-hydroxyphenol-1-O-β-D-glucopyranosyl-(6 → 1)-α-L-rhamnopyranoside (8),β-sitosterol (9),daucosterol (10).CONCLUSION All the compounds are isolated from this plant for the first time.
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Objective To analyze and summarize the sonographic features of immunoglobulin G4(IgG4)-related submandibular gland disease.Methods The retrospective analysis on the sonographic results of 22 lesions in 19 patients with IgG4-related submandibular gland disease were conducted,including submandibular gland size,shape,lesion range,internal echo,blood flow,and peripheral lymph nodes.Results The sonographic features of 22 lesions of IgG4-related submandibular gland disease were classified into localized nodule changes,diffuse nodule changes,and tumor-forming changes.The localized nodule appearance,includes 2 lesions in 2 patients,shows a hypo-echoic area with a coarse echotexture in the superficial site of the gland and rich blood flow.In the diffuse nodule appearance,includes 12 lesions in 11 patients,the gland shows an irregular net or honeycomb structure.Further,the gland shows echo enhancement,thickening,uneven,and rich blood flow with the features of multiple,variously sized hypoechoic foci and surrounding parallel echogenic foci.The tumor-forming appearance,includes 8 lesions in 7 patients,shows the decrease of echogenic heterogeneity,coarse gland texture,multiple parallel echogenicity,and rich blood flow.Conclusions Ultrasonography can be used as the preferred diagnostic method for IgG4-related submandibular gland disease.When a patient is suspected of having IgG4-related submandibular gland disease,the tissues and organs often involved in IgG4 related diseases should be further examined,meanwhile conducting ultrasound-guided biopsy.
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Objective To analyze and summarize the sonographic features of immunoglobulin G4(IgG4)-related submandibular gland disease.Methods The retrospective analysis on the sonographic results of 22 lesions in 19 patients with IgG4-related submandibular gland disease were conducted,including submandibular gland size,shape,lesion range,internal echo,blood flow,and peripheral lymph nodes.Results The sonographic features of 22 lesions of IgG4-related submandibular gland disease were classified into localized nodule changes,diffuse nodule changes,and tumor-forming changes.The localized nodule appearance,includes 2 lesions in 2 patients,shows a hypo-echoic area with a coarse echotexture in the superficial site of the gland and rich blood flow.In the diffuse nodule appearance,includes 12 lesions in 11 patients,the gland shows an irregular net or honeycomb structure.Further,the gland shows echo enhancement,thickening,uneven,and rich blood flow with the features of multiple,variously sized hypoechoic foci and surrounding parallel echogenic foci.The tumor-forming appearance,includes 8 lesions in 7 patients,shows the decrease of echogenic heterogeneity,coarse gland texture,multiple parallel echogenicity,and rich blood flow.Conclusions Ultrasonography can be used as the preferred diagnostic method for IgG4-related submandibular gland disease.When a patient is suspected of having IgG4-related submandibular gland disease,the tissues and organs often involved in IgG4 related diseases should be further examined,meanwhile conducting ultrasound-guided biopsy.
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OBJECTIVE To assess the ultrasonographic features and clinical significance of the complications of the thyroglossal cysts. METHODS We retrospectively reviewed the ultrasonographic findings in 41 cases with complications of the thyroglossal cyst, which was confirmed surgically and pathologically. 43 cases with simple thyroglossal cyst consisted of the control group. The location, size, internal echo, internal septa, wall thickness, posterior acoustic feature, boundary, vascularity, and fistulas of the lesion were analyzed and compared with the control group. RESULTS Most of the inflammatory thyroglossal cyst showed thickening walls, indistinct boundaries, posterior echo enhancement, and peripheral vascularity on ultrasound images. There were significant differences of the thickness of the cyst wall, indistinct boundary, and peripheral vascularity between the two groups. CONCLUSION The characteristic findings of thyroglossal cyst with inflammation are thickened wall, indistinct boundary, and peripheral vascularities. Ultrasonography can be useful tool in determination of the appropriate time of the operation to reduce the recurrence rate.
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Traditional medical education focus on expository teaching,rote learning,and apprenticeship training for clinical skill.Although these teaching approaches can be beneficial for imparting knowledge and clinical skill,they appear to be insufficient for team cooperation,knowledge integration,and standard training.Biomedical simulation teaching is a new method for imparting knowledge,and has achieved good results in current medical education.This paper aims to introduce the definition and characteristic of biomedical simulation,and the application and significance of biomedical simulation in ultrasound teaching are also outlined and discussed.
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Objective To evaluate the efficacy of oxycodone in preventing catheter-related bladder discomfort (CRBD) during recovery from anesthesia in the patients undergoing general anesthesia.Methods A total of 155 male patients, aged 18-60 yr, weighing 46-75 kg, of American Society of Anesthesiologists physical status Ⅰ or Ⅱ , scheduled for elective spinal surgery performed under general anesthesia, were randomly divided into 3 groups: control group (group C, n =52), oxycodone group (group O, n=51), and sufentanil group (group S, n=52).After induction of anesthesia, the patients were tracheally intubated and mechanically ventilated.At 15 min before the end of surgery, oxycodone 0.07 mg/kg was injected intravenously in group O, sufentanil 0.10 μg/kg was injected intravenously in group S, and the equal volume of normal saline was given in group C.The emergence time and extubation time were recorded.Riker sedation-agitation scale (SAS) score was recorded at 5, 15 and 30 min, and 1, 2 and 4 h after extubation (T1-6).The occurrence and severity of CRBD within 4 h after surgery, and occurrence of nausea and vomiting and respiratory depression were observed and recorded.Results Compared with group C, the SAS score at T1-4 and incidence and severity of CRBD were significantly decreased, and the emergence time and extubation time were prolonged in group S, and the SAS score at T1-6 and incidence and severity of CRBD were significantly decreased (P＜0.05) , and no significant change was found in emergence time and extubation time in group O (P＞0.05).Compared with the group S, the SAS score at T1-4 was significantly increased, the SAS score at T5-6 and incidence and severity of CRBD were decreased, and the emergence time and extubation time were shortened in group O (P＜0.05).There was no significant difference in the incidence of nausea and vomiting and respiratory depression between the three groups (P＞0.05).Conclusion Oxycodone 0.07 mg/kg injected intravenously at 15 min before the end of surgery can prevent the occurrence of CRBD during recovery from anesthesia in the patients undergoing general anesthesia.
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Objective To evaluate quantitative parameters of contrast-enhanced transrectal ultrasonography for differential diagnosis of prostate nodules in peripheral zone.Methods Forty-seven patients suspected of prostate cancer for peripheral zone nodules on ultrasonographic imaging were enrolled in this study.Time intensity curves of contrast-enhanced ultrasound were analyzed in all patients.Results The full-width at half maximum (FWHM) of malignant lesions in peripheral zone was shorter than that of adjacent peripheral zone (47.1 s±21.1 s vs 74.2 s±29.7 s, P=0.01).The peak intensity (PI) of benign nodules in peripheral zone was lower than that of adjacent peripheral zone 11.9 dB±7.7 dB vs 17.5 dB±4.5 dB, P=0.02).Conclusions It is helpful for differentiation diagnosis of peripheral zone nodule through analyzing FWHM and PI on contrast-enhanced transrectal ultmsonography imaging.
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Cordyceps sinensis is an expensive and tonic-valuable famous herb in China. Due to a narrow growing distribution, a low parasitic rate and a harsh living environmental condition, its wild recourse is not abundant. In re-cent years, with the improvement of living standards, people’s awareness of health care has increased strongly. That is because of people’s over-excavation need;and the natural resources are becoming increasing scarcity. In order to meet the demand for Cordyceps, domestic researchers conducted vigorous studies. Since 1987, four or five cul-tured Cordyceps species have been developed, namely fermented Cordyceps sinensis. Through subsequent unceasing research, they were put into a lot of production, bringing a certain benefits for income and society. Currently, there are four commercial brands on the market. They are Bailing, Jinshuibao, Xinganbao and Ningxinbao. This paper summarized the studies of its chemical compositions and clinical applications on fermented Cordyceps militaris in the recent five years. It will let scholars understand its value of the cultured Cordyceps militaris more comprehen-sively and supply more information for scholars in its further research.
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Smilax macrophylla is a type of Chinese herbal medicine for the treatment of gouty arthritis. Study on its quality evaluation method was very necessary. Resveratrol (trans-3,5,4'-trihydroxystilbene), its generally acknowl-edged major compound with definite therapeutic effect, was detected in the root of S. macrophylla. HPLC was used with the mobile phase of acetonitrile-water (25:75). The detection wavelength was 320 nm. The results showed that the method can be used in content determination of resveratrol in S. macrophylla. It was concluded that the study was able to establish content determination method of resveratrol in S. macrophylla in order to lay the foundation of the establishment of quality standard of this Chinese herbal medicine.
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<p><b>OBJECTIVE</b>To investigate 4 populations of 80 samples of Vitex trifolia var. simplicifolia collected from Shandong and Jiangxi province and analyze their intraspecies genetic variance.</p><p><b>METHOD</b>Inter-simple sequence repeat (ISSR) technique was applied for the study.</p><p><b>RESULT</b>Fifteen specific and stable primers were selected from 100 primers. A total of 129 sites were generated, and 115 of them (89.15%) were polymorphic. The data analyzed by PopGene demonstrated that the average polymorphic site percentage among the four populations was 71.89%. The average Shannon's information index was 0. 220 4. According to cluster analysis and the law of geographic variation, the populations were classified into two large groups: the Shandong group and the Jiangxi group.</p><p><b>CONCLUSION</b>These results will provide the information for protection and utilization of V. trifolia var. simplicifolia and also further data for the study of genetic variation and species differentiation of V. trifolia var. simplicifolia.</p>
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China , Genetic Variation , Microsatellite Repeats , Polymorphism, Genetic , Vitex , Classification , GeneticsABSTRACT
<p><b>OBJECTIVE</b>To investigate the distribution in rat after oral administration of Smilax china extract.</p><p><b>METHOD</b>Oxyresveratrol and resveratrol were quantitatively determined by HPLC/DAD method in rat tissues including heart, liver, spleen, lung and kidney after oral administration of S. china extract. The separation was performed on a Zorbax SB-C18 column (4.6 mm x 250 mm, 5 microm) with acetonitrile-water using linear gradient elution and UV detection at wavelength of 320 nm. The flow rate was 1.0 mL x min(-1) and the column was kept at 40 degrees C.</p><p><b>RESULT</b>The HPLC/DAD method for the simultaneous determination of oxyresveratrol and resveratrol in rat tissues was developed.</p><p><b>CONCLUSION</b>The method has been successfully applied for the distribution study of two active constituents in rat through oral administration of S. china extract.</p>
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Animals , Female , Rats , Administration, Oral , Chromatography, High Pressure Liquid , Methods , Drug Evaluation, Preclinical , Drugs, Chinese Herbal , Pharmacokinetics , Plant Extracts , Pharmacokinetics , Rats, Sprague-Dawley , Smilax , Chemistry , Stilbenes , PharmacokineticsABSTRACT
Object To study the callus culture of Gynura segetum (Lour.) Merr., so as to lay the foundation for the rapid propagation of its breeds.Methods The explants used in culture were root, stem and leaf of G. segerum. The MS basal medium containing different plant hormones was applied. Results The best explants were leaf of G. segetum. The medium induced callus was MS basal medium containing 1 0 mg/L NAA and 4 0 mg/L 6 BA and the callus induction rate was 64% . The sprouting rate of the callus transplanted to fitting differential medium was 86 7%.Conclusion The rapid propagation of G. segetum can be carried out by inducing callus of the plant.