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Plea to radiologists:Please consider Mahvash disease when encountering an enlarged pancreas
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作者 Run Yu 《World Journal of Radiology》 2024年第8期371-374,共4页
Radiologists play a key role in establishing an early and accurate diagnosis,especially for rare diseases.Mahvash disease(OMIM 619290)is an autosomal recessive hereditary disease caused by inactivating mutations of th... Radiologists play a key role in establishing an early and accurate diagnosis,especially for rare diseases.Mahvash disease(OMIM 619290)is an autosomal recessive hereditary disease caused by inactivating mutations of the glucagon receptor and its main clinical consequences are pancreatic neuroendocrine tumors and in some cases,porto-sinusoidal vascular disease and portal hypertension.Untreated Mahvash disease can be lethal.The diagnosis of Mahvash disease has almost always been delayed in the past due to radiologists’unawareness of or unfamiliarity with the unique imaging features of Mahvash disease which are moderately to enormously enlarge pancreas with preserved pancreas contour and parenchyma without vascular involvement or lymphadenopathy.These features help differentiate Mahvash disease from other etiologies of diffusely enlarged pancreas such as diffuse pancreatic ductal carcinoma,diffuse pancreatic lymphoma,and autoimmune pancreatitis.Invoking Mahvash disease in the differential diagnosis of an enlarged pancreas has recently been shown to facilitate early diagnosis.To prevent missing the diagnosis of this significant disease,I sincerely ask radiologists to consider Mahvash disease in their differential diagnoses of diffusely enlarged pancreas. 展开更多
关键词 Mahvash disease Pancreas imaging enlarged pancreas Pancreatic ductal carcinoma Pancreatic lymphoma Autoimmune pancreatitis
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Influence of enlarged section parameters on pressure transients of high-speed train passing through a tunnel 被引量:12
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作者 WANG Tian-tian LEE Chun-hian YANG Ming-zhi 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第11期2831-2840,共10页
The influence of enlarged section parameters on pressure transients of high-speed train passing through a tunnel was investigated by numerical simulation.The calculation results obtained by the structured and unstruct... The influence of enlarged section parameters on pressure transients of high-speed train passing through a tunnel was investigated by numerical simulation.The calculation results obtained by the structured and unstructured grid and the experimental results of smooth wall tunnel were verified.Numerical simulation studies were conducted on three tunnel enlarged section parameters,the enlarged section distribution along circumferential direction,the enlarged section area and the enlarged section distribution along tunnel length direction.The calculation results show that the influence of the different enlarged section distributions along tunnel circumferential direction on pressure transients in the tunnel is basically consistent.There is an optimal enlarged section area for the minimum value of the pressure variation amplitude and the average pressure variation in the tunnel.The law of the pressure variation amplitude and the average pressure variation of the enlarged section distribution along tunnel length direction are obtained. 展开更多
关键词 high-speed train enlarged section parameters TUNNEL pressure transients
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Clinical treatment considerationsin the intensity-modulated radiotherapy era for patients with NO-category nasopharyngeal carcinoma and enlarged neck lymph nodes 被引量:4
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作者 Hao Peng Lei Chen +8 位作者 Rui Guo Yuan Zhang Wen.Fei Li Yan.Ping Mao Ying Sun Fan Zhang Li.Zhi Liu Li Tian Jun Ma 《Chinese Journal of Cancer》 SCIE CAS CSCD 2017年第7期306-314,共9页
Background:Nasopharyngeal carcinoma(NPC) shows a high proportion of lymph node metastasis,and treatment guidelines have been developed for positive nodes.However,no irradiation guidelines have been proposed for patien... Background:Nasopharyngeal carcinoma(NPC) shows a high proportion of lymph node metastasis,and treatment guidelines have been developed for positive nodes.However,no irradiation guidelines have been proposed for patients with enlarged neck lymph nodes(ENLNs) that do not meet the radiological criteria of 10 mm in diameter for positive lymph nodes.This study aimed to determine the prognostic value and radiation dose for ENLNs in NO-category NPC patients treated with intensity-modulated radiotherapy(IMRT).Methods:We reviewed the medical data of 251 patients with non-metastatic,NO-category NPC treated with IMRT.Receiver operating characteristic curves were used to calculate the cut-off value of the ENLN diameter for the prediction of disease failure.The biological equivalent dose(BED) for ENLNs was calculated.Patient survival was compared between the small and large ENLN groups.Independent prognostic factors were identified using the Cox proportional hazards model.Results:The estimated 4-year regional relapse-free survival rate was higher in patients with ENLNs ≥5.5 mm than in those with ENLNs <5.5 mm(100%vs.98.8%,P=0.049),whereas disease-free,overall,and distant metastasis-free survival rates were similar between the two groups.After adjusting for various factors,ENLN diameter was not identified as an independent prognostic factor(P > 0.05 for all survival rates).In the subgroup analysis,patients receiving BED ≥72 Gy had a similar prognosis as patients receiving BED <72 Gy in both the small and large ENLN groups.The multivariate analysis also confirmed that BED≥72 Gy was not associated with significantly improved prognosis in patients with NO-category NPC.Conclusions:A BED of 72 Gy to ENLNs is considerably sufficient to provide a clinical benefit to patients with NO-category NPC.Prospective studies are warranted to validate the findings in the present study. 展开更多
关键词 NASOPHARYNGEAL carcinoma N0-category enlargeD NECK lymph node Biological equivalent dose INTENSITY-MODULATED radiotherapy Prognosis
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Hematoma enlargement-related factors in hypertensive cerebral hemorrhage 被引量:4
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作者 Dengji Pan Zhouping Tang Feng Xu Di Chen Xingyong Chen Xiangwu Meng Suiqiang Zhu Wei Wang 《Neural Regeneration Research》 SCIE CAS CSCD 2008年第8期925-928,共4页
BACKGROUND:Continuous hemorrhage or hematoma enlargement often occurs following cerebral hemorrhage attacks. OBJECTIVE: To retrospectively analyze the influential factors for hematoma enlargement in patients with hy... BACKGROUND:Continuous hemorrhage or hematoma enlargement often occurs following cerebral hemorrhage attacks. OBJECTIVE: To retrospectively analyze the influential factors for hematoma enlargement in patients with hypertensive cerebral hemorrhage prior to minimally invasive surgery. DESIGN, TIME AND SETTING: A comparative analysis of 90 patients with cerebral hemorrhage undergoing minimally invasive surgery at the Department of Neurology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology between April 2005 and February 2007. PARTICIPANTS: Fifty-eight males and thirty-one females aged (52.7 ± 5.23) years (range, 28-73 years). METHODS: Cranial CT was performed twice to objectively identify hematoma enlargement. Patients with hematoma enlargement prior to surgery were selected as the observation group (n = 30), and those with no obvious hematoma changes served as the control group (n = 60). Following cranial CT localization, the two groups underwent minimally invasive hematoma aspiration and drainage, according to Standardized Treatment Guidelines for Micro-invasive Aspiration and Drainage of Intracranial Hematoma. MAIN OUTCOME MEASURES: Hemorrhage site, coagulation function, diabetes history, and clinical symptoms. RESULTS: There were no significant differences in hemorrhage sites between the two groups (χ2 = 2.262, P 〉 0.05). The percent of intemperance patients in the observation group was significantly larger than the control group (χ2 = 6.923, P 〈 0.01). No significant differences in terms of percent of coagulation dysfunction or diabetes were determined between the two groups (χ2 = 0.03, 0.08, P 〉 0.05). The percent of patients with clinical deterioration was significantly higher in the observation group, compared to the control group (χ2 = 25.57, P 〈 0.01). CONCLUSION: Intemperance and preoperative clinical deterioration may increase incidence of hematoma enlargement prior to minimally invasive surgery in patients with hypertensive cerebral hemorrhage. 展开更多
关键词 cerebral hemorrhage hematoma enlargement intemperance
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Risk factors of distal segment aortic enlargement after complicated type B aortic dissection 被引量:7
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作者 Yu Shen Simeng Zhang +4 位作者 Guanglang Zhu Yanqing Chen Zheng Chen Zaiping Jing Qingsheng Lu 《Journal of Interventional Medicine》 2019年第4期154-159,共6页
Objectives:Distal segment aortic enlargement(DSAE)is a common complication that influences the long-term prognosis of type B aortic dissection(TBAD)after thoracic endovascular aortic repair(TEVAR).In this study,a mult... Objectives:Distal segment aortic enlargement(DSAE)is a common complication that influences the long-term prognosis of type B aortic dissection(TBAD)after thoracic endovascular aortic repair(TEVAR).In this study,a multivariate analysis was performed to find potential factors predictive of DSAE.Methods:A single-center retrospective study was performed from 1999 to 2016.Included in the study were complicated TBAD patients who underwent TEVAR with uncovered residual tears.Based on the diameter of the distal segment of the uncovered aorta,we assigned patients to an enlargement group and a non-enlargement group.Data extracted from the medical records included demographic and clinical characteristics and followup computed tomography angiography data.The primary endpoints were the all-cause mortality and the presumably aortic-related events that required reintervention during the follow-up period.Results:For the 333 patients,all-cause mortality was 38(11.41%),and 76(22.82%)patients underwent reintervention.A total of 70(21.02%)patients experienced DSAE,among them were 2 patients who died of aortic rupture and 58 patients who accepted reintervention.Multivariate analysis reviewed independent risk factors of postoperative DSAE,including current smoking,the residual length of the patent false lumen,the postoperative number of dissection tears in the thoracic aorta and type III aortic arch;as well as protective factors,including the application of a restrictive bare stent(RBS),the length of covered stent in the descending thoracic aorta,and the distance from the residual first tear to the left subclavian artery(LSA).Conclusion:DSAE after TEVAR for patients with a complicated TBAD can be influenced by their current smoking habit,the residual length of patent false lumen,the postoperative number of dissection tears in the thoracic aorta and the aortic arch type.Meanwhile,RBS usage,the length of the covered stent in the descending thoracic aorta and the distance from the residual first tear to the LSA could have positive effect on the prognosis. 展开更多
关键词 Type B AORTIC DISSECTION Thoracic ENDOVASCULAR AORTIC repair DISTAL SEGMENT AORTIC enlargeMENT Risk factor
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An intelligent system for calculating the scale of rational,enlarged production of an underground non-ferrous metal mine 被引量:4
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作者 ZHENG Ming-gui CAI Si-jing 《Journal of China University of Mining and Technology》 EI 2008年第2期214-219,共6页
The enlarged production scale of underground non-ferrous metal mines is affected by many uncertain factors difficult to describe mathematically with any level of accuracy.The problem can be solved by a synthesis of ar... The enlarged production scale of underground non-ferrous metal mines is affected by many uncertain factors difficult to describe mathematically with any level of accuracy.The problem can be solved by a synthesis of artificial intelligence.Based on the analysis of the major factors affecting the scale of enlarged production,we first interpreted in detail the design principles and structure of the intelligent system.Secondly,we introduced an ANN subsystem.In order to ensure technological and scale efficien- cies of the training samples for ANN,we filtrated the samples with a DEA method.Finally,we trained the intelligent system,which was proved to be very efficient. 展开更多
关键词 non-ferrous metal mines production scale enlarge intelligent system ANN
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Image of tumor metastasis and inflammatory lymph node enlargement by contrast-enhanced ultrasonography 被引量:5
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作者 Takaya Aoki Fuminori Moriyasu +3 位作者 Kei Yamamoto Masafumi Shimizu Masahiko Yamada Yasuharu Imai 《World Journal of Radiology》 CAS 2011年第12期298-305,共8页
AIM:To compare the difference between tumorinduced lymph node enlargement and inflammation-induced lymph node enlargement by contrast-enhanced ultrasonography and pathological findings. METHODS:A model of tumor-induce... AIM:To compare the difference between tumorinduced lymph node enlargement and inflammation-induced lymph node enlargement by contrast-enhanced ultrasonography and pathological findings. METHODS:A model of tumor-induced lymph node metastasis was prepared by embedding a VX2 tumor into the hind paws of white rabbits.A model of inflammation-induced enlargement was prepared by injecting a suspension of Escherichia coli into separate hind paws of white rabbits.Then,a solution of SonazoidTM(GE Healthcare,Oslo,Norway)was injected subcutaneously in the proximity of the lesion followed by contrast-enhanced ultrasonography of the enlarged popliteal lymph nodes. RESULTS:In the contrast-enhanced ultrasonography of the tumor-induced metastasis model,the sentinel lymph node was imaged.An area of filling defect was observed in that enlarged lymph node.In the histology examination,the area of filling defect corresponded to the metastatic lesion of the tumor.Contrast-enhanced ultrasonography of the model on inflammation-induced lymph node enlargement,and that of the acute inflam-mation model performed 3-7 d later,revealed dense staining that was comparatively uniform.The pathological findings showed acute lymphadenitis mainly due to infiltration of inflammatory cells.Contrast-enhanced ultrasonography that was performed 28 d post-infection in the acute inflammation model showed speckled staining.Inflammation-induced cell infiltration and fiberization,which are findings of chronic lymphadenitis, were seen in the pathological findings. CONCLUSION:Sentinel lymph node imaging was made possible by subcutaneous injection of SonazoidTM.Contrast-enhanced ultrasonography was suggested to be useful in differentiating tumor-induced enlargement and inflammation-induced enlargement of lymph nodes. 展开更多
关键词 Lymph node enlargement Sentinel lymph node Contrast-enhanced ultrasonography Subcutaneous injection Sonazoid^(TM)
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Optimizing CT for the evaluation of vestibular aqueduct enlargement:Inter-rater reproducibility and predictive value of reformatted CT measurements 被引量:3
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作者 Misun Hwang Ryan Marovich +2 位作者 Samuel S.Shin David Chi Barton F.Branstetter IV 《Journal of Otology》 CSCD 2015年第1期13-17,共5页
Enlarged vestibular aqueduct(EVA), the most frequent identifiable cause of congenital hearing loss, is evaluated with high-definition multidetector CT in the axial plane. Our purpose was to determine which reformatted... Enlarged vestibular aqueduct(EVA), the most frequent identifiable cause of congenital hearing loss, is evaluated with high-definition multidetector CT in the axial plane. Our purpose was to determine which reformatted CT measurements are most reproducible. Seven multiplanar reformatted images were created for each of the 64 temporal bones in patients with EVA. Intraclass correlation coefficients(ICC) were used to assess inter-observer variability, and both linear regression and ROC analyses were used to compare the measurements with severity of hearing loss, as assessed by pure tone audiometry. All seven measurements had excellent inter-observer variability, with average-measure ICC ranging from 0.92 to 0.98. There was no statistically significant correlation between the radiologic degree of aqueduct enlargement and severity of hearing loss using any of the seven measurements; ROC analyses revealed areas under the curves ranging from 0.57 to 0.73. Optimal accuracy was obtained with a threshold of 1.75 mm as measured at the aqueductal aperture in the P€oschl plane, with sensitivity of 0.75 and specificity of0.63. Although the radiologic measurement may not serve as a reliable tool for assessing severity of EVA, P€oschl plane reformatting has proven to be better than conventional axial acquisition plane for identifying patients with clinically significant hearing loss. 展开更多
关键词 enlarged vestibular aqueduct Hearing loss COMPUTED
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AN ENLARGEMENT OF FILTRATION FOR BROWNIAN MOTION 被引量:2
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作者 胡耀忠 《Acta Mathematica Scientia》 SCIE CSCD 2011年第5期1671-1678,共8页
Let Bt be an Ft Brownian motion and Gt be an enlargement of filtration of Ft from some Gaussian random variables. We obtain equations for ht such that Bt ht is a Gt-Brownian motion.
关键词 Brownian motion enlargement of filtration information flow
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Enlarged folds on endoscopic gastritis as a predictor for submucosal invasion of gastric cancers 被引量:2
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作者 Osamu Toyoshima Shuntaro Yoshida +7 位作者 Toshihiro Nishizawa Akira Toyoshima Kosuke Sakitani Tatsuya Matsuno Tomoharu Yamada Takashi Matsuo Hayato Nakagawa Kazuhiko Koike 《World Journal of Gastrointestinal Endoscopy》 2021年第9期426-436,共11页
BACKGROUND Accurate diagnosis of the depth of gastric cancer invasion is crucial in clinical practice.The diagnosis of gastric cancer depth is often made using endoscopic characteristics of the tumor and its margins;h... BACKGROUND Accurate diagnosis of the depth of gastric cancer invasion is crucial in clinical practice.The diagnosis of gastric cancer depth is often made using endoscopic characteristics of the tumor and its margins;however,evaluating invasion depth based on endoscopic background gastritis remains unclear.AIM To investigate predicting submucosal invasion using the endoscopy-based Kyoto classification of gastritis.METHODS Patients with gastric cancer detected on esophagogastroduodenoscopy at Toyoshima Endoscopy Clinic were enrolled.We analyzed the effects of patient and tumor characteristics,including age,sex,body mass index,surveillance endoscopy within 2 years,current Helicobacter pylori infection,the Kyoto classification,and Lauren’s tumor type,on submucosal tumor invasion and curative endoscopic resection.The Kyoto classification included atrophy,intestinal metaplasia,enlarged folds,nodularity,and diffuse redness.Atrophy was characterized by non-reddish and low mucosa.Intestinal metaplasia was detected as patchy whitish or grayish-white flat elevations,forming an irregular uneven surface.An enlarged fold referred to a fold width≥5 mm in the greater curvature of the corpus.Nodularity was characterized by goosebump-like multiple nodules in the antrum.Diffuse redness was characterized by uniform reddish nonatrophic mucosa in the greater curvature of the corpus.RESULTS A total of 266 gastric cancer patients(mean age,66.7 years;male sex,58.6%;mean body mass index,22.8 kg/m2)were enrolled.Ninety-three patients underwent esophagogastroduodenoscopy for surveillance within 2 years,and 140 had current Helicobacter pylori infection.The mean Kyoto score was 4.54.Fifty-eight cancers were diffuse-type,and 87 cancers had invaded the submucosa.Multivariate analysis revealed that low body mass index(odds ratio 0.88,P=0.02),no surveillance esophagogastroduodenoscopy within 2 years(odds ratio 0.15,P<0.001),endoscopic enlarged folds of gastritis(odds ratio 3.39,P=0.001),and Lauren’s diffuse-type(odds ratio 5.09,P<0.001)were independently associated with submucosal invasion.Similar results were obtained with curative endoscopic resection.Among cancer patients with enlarged folds,severely enlarged folds(width≥10 mm)were more related to submucosal invasion than mildly enlarged folds(width 5-9 mm,P<0.001).CONCLUSION Enlarged folds of gastritis were associated with submucosal invasion.Endoscopic observation of background gastritis as well as the lesion itself may help diagnose the depth of cancer invasion. 展开更多
关键词 Gastric cancer GASTRITIS enlarged fold Endoscopy Kyoto classification
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Expander implantation for correction of high-riding nipple with enlarged nipple-areola complex using revision mastopexy: A case report 被引量:1
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作者 Feng Qin Nan-Ze Yu +4 位作者 Elan Yang Ang Zeng Yan Hao Lin Zhu Xiao-Jun Wang 《World Journal of Clinical Cases》 SCIE 2020年第9期1674-1678,共5页
BACKGROUND High-riding nipple is one of the common complications after mastopexty and breast reconstruction.However,to date,a limited number of techniques have concentrated on how to lower the high-riding nipple with ... BACKGROUND High-riding nipple is one of the common complications after mastopexty and breast reconstruction.However,to date,a limited number of techniques have concentrated on how to lower the high-riding nipple with enlarged areola.CASE SUMMARY This is a case report describing a combination of surgical techniques to decrease high-riding nipple.A 26-year-old woman,who previously underwent several breast operations,sought correction for high-riding nipple with enlarged areola.Expanders were used and multi-stage techniques were performed.After one year of follow-up,lowered nipple,reduced areola size,ensured nipple blood supply,and improved breast ptosis were achieved,and the patient was satisfied with the breast contour.CONCLUSION The proposed technique offers a feasible treatment option for postoperative nipple over-elevation combined with areola dilation. 展开更多
关键词 High-riding NIPPLE enlargeD AREOLA EXPANDER Mastopexty Breast ptosis Case report
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Uniform stable conformal convolutional perfectly matched layer for enlarged cell technique conformal finite-difference time-domain method 被引量:1
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作者 王玥 王建国 陈再高 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第2期128-136,共9页
Based on conformal construction of physical model in a three-dimensional Cartesian grid,an integral-based conformal convolutional perfectly matched layer(CPML) is given for solving the truncation problem of the open... Based on conformal construction of physical model in a three-dimensional Cartesian grid,an integral-based conformal convolutional perfectly matched layer(CPML) is given for solving the truncation problem of the open port when the enlarged cell technique conformal finite-difference time-domain(ECT-CFDTD) method is used to simulate the wave propagation inside a perfect electric conductor(PEC) waveguide.The algorithm has the same numerical stability as the ECT-CFDTD method.For the long-time propagation problems of an evanescent wave in a waveguide,several numerical simulations are performed to analyze the reflection error by sweeping the constitutive parameters of the integral-based conformal CPML.Our numerical results show that the integral-based conformal CPML can be used to efficiently truncate the open port of the waveguide. 展开更多
关键词 enlarged cell technique CONFORMAL finite-difference time-domain convolutional perfectlymatched layer
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Ring Enlargement of Alkaloids 被引量:1
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作者 Yu Xin LIU Shu Feng CHEN Xiao Tian LIANG (Institute of Materia Medica, Chinese Academy of Medical Science & Peking Union Medical College, Beijing 100050) 《Chinese Chemical Letters》 SCIE CAS CSCD 1999年第8期637-640,共4页
The procedure for the ring enlargement of N-heterocycles with the net result of CH2 insertion was successfully carried out with certain alkaloids such as tetrahydroberberine and strychnine.
关键词 ring enlargement ALKALOIDS reductive decyanation
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Clinical correlates of enlarged prostate size in subjects with sexual dysfunction 被引量:1
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作者 Giovanni Corona Mauro Gacci +6 位作者 Elisa Maseroli Giulia Rastrelli Linda Vignozzi Alessandra Sforza Gianni Forti Edoardo Mannucci Mario Maggi 《Asian Journal of Andrology》 SCIE CAS CSCD 2014年第5期767-773,I0011,共8页
Digito-rectal examination (DRE) of the prostate provides useful information on the state of prostate growth and on the presence of suspected peripheral nodules. The aim of this study is to describe the clinical and ... Digito-rectal examination (DRE) of the prostate provides useful information on the state of prostate growth and on the presence of suspected peripheral nodules. The aim of this study is to describe the clinical and biochemical correlates of finding an enlarged prostate size at DRE in subjects with sexual dysfunction (SD). A consecutive series of 2379 patients was retrospectively studied. The analysis was focused on a subset of subjects (n = 1823; mean age 54.7± 11.4) selected for being free from overt prostatic diseases. Several parameters were investigated. After adjusting for confounders, the presence of an enlarged prostate size at DRE was associated with a higher risk of metabolic syndrome (HR = 1.346 (1,129-1.759); P = 0.030), type 2 diabetes mellitus (HR = 1.489 (1.120-1.980); P = 0.006), increased LDL cholesterol (〉100mgdl^-1; HR = 1.354 (1.018-1.801); P = 0.037) and increased mean blood pressure (BP) values (HR = 1.017 (1.007-1.027) for each mmHg increment; P = 0.001). Accordingly, enlarged prostate size was also associated with a higher risk of arteriogenic erectile dysfunction (ED), as well as with other andrological conditions, such as varicocele and premature ejaculation (PE). PSA levels were significantly higher in subjects with enlarged prostate size when compared to the rest of the sample (HR = 3.318 (2.304; 4.799) for each log unit increment in PSA levels; P 〈 0.0001). Arteriogenic ED, according to different criteria, was also associated with increased PSA levels. In conclusion, our data support the need to examine prostate size either by clinical (DRE) or biochemical (PSA) inspection in subjects with SD, in order to have insights into the nature of the SD and the metabolic and cardiovascular (CV) background of the patient. 展开更多
关键词 benign prostatic hyperplasia metabolic syndrome enlarged prostate size TESTOSTERONE
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Image Enlargement Via Local Matching
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作者 方仲瑄 吴乐南 《Journal of Southeast University(English Edition)》 EI CAS 2000年第1期24-27,共4页
This paper gives a new algorithm to enlarge images based on local matching. Its main advantage is capable of preserving the edge of the enlarged image and improving both the subjective effect and the objective effect.
关键词 local matching image enlargement linear block
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Training of Multi-layered Neural Network for Data Enlargement Processing Using an Activity Function 被引量:1
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作者 Betere Job Isaac Hiroshi Kinjo +1 位作者 Kunihiko Nakazono Naoki Oshiro 《Journal of Electrical Engineering》 2019年第1期1-7,共7页
In this paper, we present a study on activity functions for an MLNN (multi-layered neural network) and propose a suitable activity function for data enlargement processing. We have carefully studied the training perfo... In this paper, we present a study on activity functions for an MLNN (multi-layered neural network) and propose a suitable activity function for data enlargement processing. We have carefully studied the training performance of Sigmoid, ReLu, Leaky-ReLu and L & exp. activity functions for few inputs to multiple output training patterns. Our MLNNs model has L hidden layers with two or three inputs to four or six outputs data variations by BP (backpropagation) NN (neural network) training. We focused on the multi teacher training signals to investigate and evaluate the training performance in MLNNs to select the best and good activity function for data enlargement and hence could be applicable for image and signal processing (synaptic divergence) along with the proposed methods with convolution networks. We specifically used four activity functions from which we found out that L & exp. activity function can suite DENN (data enlargement neural network) training since it could give the highest percentage training abilities compared to the other activity functions of Sigmoid, ReLu and Leaky-ReLu during simulation and training of data in the network. And finally, we recommend L & exp. function to be good for MLNNs and may be applicable for signal processing of data and information enlargement because of its performance training characteristics with multiple teacher training patterns using original generated data and hence can be tried with CNN (convolution neural networks) of image processing. 展开更多
关键词 DATA enlargeMENT PROCESSING MLNN ACTIVITY FUNCTION multi teacher TRAINING signals BP NN CNN
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On the Method of Multiplier-enlargement and Approximation of Unbounded Continuous Functions 被引量:1
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作者 郑成德 王仁宏 《Northeastern Mathematical Journal》 CSCD 2001年第2期231-235,共5页
By combining the classical appropriate functions “1, x, x 2” with the method of multiplier enlargement, this paper establishes a theorem to approximate any unbounded continuous functions with modified positive... By combining the classical appropriate functions “1, x, x 2” with the method of multiplier enlargement, this paper establishes a theorem to approximate any unbounded continuous functions with modified positive linear operators. As an example, Hermite Fejér interpolation polynomial operators are analysed and studied, and a general conclusion is obtained. 展开更多
关键词 positive linear operator approximation of unbounded continuous function method of multiplier enlargement Hermite Fejér interpolation polynomial operator
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How to Enlarge the Students' Vocabulary:in English Learning
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作者 洪筠 《海外英语》 2011年第7X期318-319,共2页
Vocabulary is a very important element in English learning.Without a large vocabulary,no one can reach a high English level.However,it is very difficult to enlarge vocabulary.In fact there are many methods to enlarge ... Vocabulary is a very important element in English learning.Without a large vocabulary,no one can reach a high English level.However,it is very difficult to enlarge vocabulary.In fact there are many methods to enlarge vocabulary. 展开更多
关键词 IMPORTANCE enlarge VOCABULARY assoation word formation coversation MOVIE culture PAY
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Revisiting the SCO in the Context of Its Enlargement
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作者 Li Ziguo 《国际问题研究》 CSSCI 北大核心 2018年第3期181-198,共18页
关键词 Revisiting the SCO the CONTEXT of ITS enlargeMENT
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Unusual presentation of localized gingival enlargement associated with a slow-growing odontogenic myxoma
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作者 Jaume Miranda Rius Alfons Nadal +2 位作者 Eduard Lahor Beatus Mtui Llu 's Brunet 《International Journal of Oral Science》 SCIE CAS CSCD 2013年第3期172-175,共4页
Unusual presentation of localized gingival enlargement associated with a subjacent tumoural pathology is reported.The patient was a55-year-old black male,whose chief complaint was a progressive gingival overgrowth for... Unusual presentation of localized gingival enlargement associated with a subjacent tumoural pathology is reported.The patient was a55-year-old black male,whose chief complaint was a progressive gingival overgrowth for more than ten years,in the buccal area of the anterior left mandible.According to the clinical features and the radiological diagnosis of odontogenic keratocyst,a conservative surgery with enucleation and curettage was performed.Tissue submitted for histopathological analysis rendered the diagnosis of odontogenic myxoma.After 12-month of follow-up,no evidence of recurrence was found.Clinicians should be cautious when facing any gingival enlargement to avoid diagnostic pitfalls and to indicate the appropriate treatment. 展开更多
关键词 gingival enlargement jaw neoplasm odontogenic tumour MYXOMA myxofibroma
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