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基于多尺度匹配滤波和集成学习的眼底图像微脉瘤检测 被引量:8
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作者 彭英辉 张东波 沈奔 《计算机应用》 CSCD 北大核心 2013年第2期543-546,566,共5页
针对微脉瘤的灰度分布特性,提出一种新的微脉瘤检测算法。首先通过多尺度匹配滤波筛选出候选微脉瘤病变点,并作为种子点利用区域生长技术分割出病变区域;然后提取病变区域特征向量;最终采用Adaboost神经网络集成分类器检测真实的微脉瘤... 针对微脉瘤的灰度分布特性,提出一种新的微脉瘤检测算法。首先通过多尺度匹配滤波筛选出候选微脉瘤病变点,并作为种子点利用区域生长技术分割出病变区域;然后提取病变区域特征向量;最终采用Adaboost神经网络集成分类器检测真实的微脉瘤病变。在公开的ROC数据集测试表明,所提方法检测的平均正确率达到40.92%,优于以往的双环滤波和形态学方法。 展开更多
关键词 糖尿病性视网膜病变 眼底图像 神经网络集成 匹配滤波 微脉瘤检测
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基于背景估计和血管提取眼底图像微脉瘤检测 被引量:3
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作者 张东波 彭英辉 +1 位作者 尚星宇 王耀南 《仪器仪表学报》 EI CAS CSCD 北大核心 2013年第2期455-461,共7页
提出了一种基于背景估计建模和精细血管提取的微脉瘤检测方法。候选微脉瘤对象由背景估计和Mahalanobis距离进行定位,非血管抑制算子结合多尺度和多滞后阈值技术实现精细的血管结构提取,经过形状分析和双环滤波处理后,非微脉瘤像素点被... 提出了一种基于背景估计建模和精细血管提取的微脉瘤检测方法。候选微脉瘤对象由背景估计和Mahalanobis距离进行定位,非血管抑制算子结合多尺度和多滞后阈值技术实现精细的血管结构提取,经过形状分析和双环滤波处理后,非微脉瘤像素点被去除。实验结果表明,本文方法性能优于或逼近于其它同类方法,而且能够极大提高邻近血管的微脉瘤检测精度。 展开更多
关键词 背景估计 微脉瘤 血管提取 糖尿病性视网膜病变
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Lymphangiogenic and angiogenic microvessel density in human primary sporadic colorectal carcinoma 被引量:6
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作者 Ge Yan, Xiao-Yan Zhou, San-Jun Cai, Gui-Hong Zhang, Jun-Jie Peng, Xiang Du, Department of Pathology, Cancer Hospital of Fudan University Department of Oncology, Shanghai Medical College, Fudan University Colorectal Cancer Center, Fudan University, 270 Dong’an Road, Shanghai 200032, China 《World Journal of Gastroenterology》 SCIE CAS CSCD 2008年第1期101-107,共7页
AIM: To investigate the distribution pattern of lymphatic vessels and microvessels in sporadic colorectal carcinoma (SCRC) and their relationship to metastasis and prognosis. METHODS: The lymphatic vessel density ... AIM: To investigate the distribution pattern of lymphatic vessels and microvessels in sporadic colorectal carcinoma (SCRC) and their relationship to metastasis and prognosis. METHODS: The lymphatic vessel density (LVD) and microvessel density (MVD) in tumor tissue obtained from 132 patients with primary SCRC, including 74 with metastases and 58 without metastases, were evaluated by immunohistochemistry using antibodies directed against D2-40 and yon Willebrand factor (vWF). RESULTS: (1) The lymphatic vessels and microvessels at central portions of SCRC often had a reticular architecture with numerous tiny and ill-defined lumina, while those at tumor borders had large and open lumina. The LVD and MVD were both obviously higher in colorectal cancer patients with metastases than in those without (P 〈 0.001). (2) For each one lymphatic vessel increased, there was a 1.45-fold increase in the risk of metastasis in SCRC. The specificity and sensitivity of LVD in predicting metastasis or non-metastasis in SCRC were 71.62% and 56.90%, respectively, and the corresponding LVD was 5. For each one microvessel increased, there was a 1.11-fold increase in the risk of metastasis in SCRC. The specificity and sensitivity of MVD were 66.22% and 51.72%, respectively. (3) Double labeling immunohistochemistry showed D2-40 immunoreactivity to be specific for lymphatic vessels. (4) Univariate analysis indicated that high LVD, high MVD, as well as co-accounting of high LVD and high MVD were associated with patient's poor disease-free survival (Puni 〈 0.05); multivariate analysis indicated that co-accounting of LVD and MVD was an independent prognostic factor of colorectal cancer, CONCLUSION: D2-40 is a new specific antibody for lymphatic endothelial cells. Lymphogenesis and angiogenesis are commonly seen in SCRC, especially at tumor borders. The detection of LVD and MVD at tumor borders may be useful in predicting metastasis and prognosis in patients with SCRC, and, in particular, coaccounting of LVD and MVD might be a useful prognostic factor in SCRC. 展开更多
关键词 LYMPHANGIOGENESIS ANGIOGENESIS Lymphaticvessel density Microvessel density Sporadic colorectalcarcinoma METASTASIS
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Effect of 2-(8-hydroxy-6-methoxy-1-oxo-1H-2-benzopyran-3-yl) propionic acid in combination with carboplatin on gastric carcinoma growth in vivo 被引量:2
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作者 Jin-Lian Chen Jin-Shui Zhu Jing Hong Ming-Xiang Chen Jin-Lai Lu Wei-Xiong Chen Bo Shen Zu-Ming Zhu Ni-Wei Chen 《World Journal of Gastroenterology》 SCIE CAS CSCD 2007年第4期509-514,共6页
AIM: To investigate the effects of 2-(8-hydroxy-6- methoxy-l-oxo-lH-2-benzopyran-3-yl) propionic acid (NM-3) alone and in combination with carboplatin on tumor growth and apoptosis in mouse models of human gastri... AIM: To investigate the effects of 2-(8-hydroxy-6- methoxy-l-oxo-lH-2-benzopyran-3-yl) propionic acid (NM-3) alone and in combination with carboplatin on tumor growth and apoptosis in mouse models of human gastric cancer constructed by subcutaneous implantation of histologically intact tumor tissue. METHODS: Human gastric cancer SGC-7901 tissues were implanted into the dorsal subcutis of nude mice. One week after tumors reached to a volume of 50-100 mm3 for around 1 wk, these mice were randomly divided into 8 groups (n = 10). NM-3 was injected peritoneally at the dose of 10 mg/kg, 20 mg/kg or 40 mg/kg every other day for 5 wk, combined with carboplatin (5 mg/kg) every third day for 4 wk. As controls of combined treatment, another 4 groups of mice were injected with either NM-3 at 10 mg/kg, 20 mg/kg or 40 mg/kg, or with carboplatin alone (5 mg/kg). The control mice received normal saline. Tumor weight, tumor growth inhibition (TGI), and intratumoral microvessel density (MVD) were evaluated. Apoptosis of human gastric cancer was detected by TUNEL method and flow o/tometry analysis, respectively. RESULTS: The mean tumor volume (692.40 ± 58.43 mm3, 548.30 ± 66.02 mm3, 382.13 ± 43.52 mm3) after treatment with carboplatin combined NM-3 at the dose of 10 mg/kg, 20 mg/kg or 40 mg/kg was lower than that after treatment with either NM-3 at the dose of 10 mg/kg, 20 mg/kg or 40 mg/kg or with carboplatin alone. Compared with the normal saline group, NM-3 administered at 10 mg/kg, 20 mg/kg or 40 mg/kg significantly reduced the tumor weight in these groups (P 〈 0.05). Carboplatin used alone at 5 mg/kg showed minimal effects. But NM-3 in combination with carboplatin had greater effects of tumor weight than either NM-3 or carboplatin alone. NM-3 alone at the dose 10 mg/kg or in combination with carboplatin had no obvious effects on body changes. Two mice died of diarrhea in each of the two groups treated with 40 mg/kg NM-3 or with 40 mg/kg NM-3 in combination with carboplatin. A significant increase in apoptosis was observed in the NM-3 treated groups, and the effect was more significant in the groups treated with carboplatin in combination with NM-3 at 10 mg/kg, 20 mg/kg and 40 mg/kg, than in the control group. The induction of apoptosis was positively associated with the dose of NM-3. NM-3 significantly reduced the neomicrovascular formation of gastric cancer. The MVD was lower in the groups treated with NM-3 or with NM-3 in combination with carboplatin than in the group treated with carboplatin or in the normal saline group (P 〈 0.05). CONCLUSION: The results suggest that the inhibitory effect of NM-3 on gastric cancer growth is mediated through decreased angiogenesis and the increased induction of apoptosis. Furthermore, NM-3 alone at the dose of 10 mg/kg or in combination with carboplatin has no obvious effects on body changes, indicating that NM-3 in combination with carboplatin may be effective in the treatment of gastric cancer. The toxicity of NM-3 needs further studies. 展开更多
关键词 NM-3 CARBOPLATIN Gastric carcinoma Angiogenesis Apoptosis
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Indomethacin suppresses growth of colon cancer via inhibition of angiogenesis in vivo 被引量:10
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作者 Hong-MeiWang Gui-YingZhang 《World Journal of Gastroenterology》 SCIE CAS CSCD 2005年第3期340-343,共4页
AIM: It has been reported that regular consumption of nonsteroidal anti-inflammatory drugs like indomethacin decreases the incidence and mortality rate of a number of gastrointestinal cancers. We aimed to explore the ... AIM: It has been reported that regular consumption of nonsteroidal anti-inflammatory drugs like indomethacin decreases the incidence and mortality rate of a number of gastrointestinal cancers. We aimed to explore the efficacy and possible mechanisms of indomethacin on tumor growth and tumor angiogenesis of human colon cancer xenografts in nude mice. METHODS: MTT (thiazolyl blue) assay was used to assess the effect of indomethacin on cultured human colorectal cancer cell line HCT116. HCT116 cells were inoculated subcutaneously into BALB/c-nu/nu mice. After oral administration of indomethacin, 3 mg/kg·d for 4 wk, animals were sacrificed by cervical dislocation. Immunohistochemical staining was employed to determine the microvessel density (MVD) and vascular endothelial growth factor (VEGF) expression in tumor tissues. RESULTS: Indomethacin, a non-selective COX inhibitor, significantly decreased the viability of HCT116 cells in a dose-dependent manner (P<0.05) with 50% inhibition at approximately 318.2±12.7 μmol/L Growth of HCT116 cell tumor was significantly suppressed by indomethacin. The tumor volume was significantly decreased in the treated group (458.89±32.07 mm3) compared to the control group (828.21±31.59 mm3) (P<0.05). The MVD of the treated group (19.50±5.32) was markedly decreased compared to the control group (37.40±4.93) (P<0.001). The VEGF expression of the treated group (1.19±0.17) was obviously reduced as compared to the control group (1.90±0.48) (P<0.01). The decrease in MVD was positively correlated with the decrease of VEGF expression (rs = 0.714, P<0.05). We did not see gastrointestinal complications in the treated group and no differences were noted in the body weight of the mice between the two groups throughout the study CONCLUSION: Indomethacin can significantly decrease the viability of cultured HCT116 cells and retard human colorectal HCT116 cell tumor growth via inhibiting tumor angiogenesis, which might be through reduction of VEGF expression. 展开更多
关键词 Colon Cancer INDOMETHACIN ANGIOGENESIS Microvessel density VEGF
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Expression of inducible nitric oxide synthase and cyclooxygenase-2 in pancreatic adenocarcinoma:Correlation with microvessel density 被引量:14
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作者 Hans U.Kasper Hella Wolf +2 位作者 Uta Drebber Helmut K.Wolf Michael A.Kern 《World Journal of Gastroenterology》 SCIE CAS CSCD 2004年第13期1918-1922,共5页
AIM:Cydooxygenases (COX) are key enzymes for conversion of arachidonic acid to prostaglandins.Nitric oxide synthase (NOS) is the enzyme responsible for formation of nitric oxide. Both have constitutive and inducible i... AIM:Cydooxygenases (COX) are key enzymes for conversion of arachidonic acid to prostaglandins.Nitric oxide synthase (NOS) is the enzyme responsible for formation of nitric oxide. Both have constitutive and inducible isoforms.The inducible isoforms (iNOS and COX-2) are of great interest as regulators of tumor angiogenesis,tumorigenesis and inflammatory processes.This study was to clarify their role in pancreatic adenocarcinomas. METHODS:We investigated the immunohistochemical iNOS and COX-2 expression in 40 pancreatic ductal adenocardnomas of different grade and stage.The results were compared with microvessel density and dinicopathological data. RESULTS:Twenty-one (52.5%) of the cases showed iNOS expression,15 (37.5%) of the cases were positive for COX-2. The immunoreaction was heterogeneously distributed within the tumors.Staining intensity was different between the tumors.No correlation between iNOS and COX-2 expression was seen.There was no relationship with microvessel density. However,iNOS positive tumors developed more often distant metastases and the more malignant tumors showed a higher COX-2 expression.There was no correlation with other clinicopathological data. CONCLUSION:Approximately half of the cases expressed iNOS and COX-2.These two enzymes do not seem to be the key step in angiogenesis or carcinogenesis of pancreatic adenocarcinomas.Due to a low prevalence of COX-2 expression,chemoprevention of pancreatic carcinomas by COX-2 inhibitors can only achieve a limited success. 展开更多
关键词 Adenocarcinoma Aged Aged 80 and over Cyclooxygenase 2 Female Humans Immunohistochemistry ISOENZYMES Male Membrane Proteins MICROCIRCULATION Middle Aged Nitric Oxide Synthase Nitric Oxide Synthase Type II Pancreas Pancreatic Neoplasms Prostaglandin-Endoperoxide Synthases
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EXPERIENCE OF MINIMALLY INVASIVE TREATMENT IN 520 PATIENTS WITH INTRACR ANIALANEURYSMS
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作者 丁育基 李慎茂 +9 位作者 段安安 于小千 华杨 柳江 王建生 曹家康 赵瑞林 徐庚 谷春 王仲朴 《Chinese Medical Sciences Journal》 CAS CSCD 2002年第2期85-89,共5页
Objective.To summarize the experience of minim ally invasive treatment in 520patie nts with intracranial aneurysms on a retrospective study.Methods.The measures used in the treatment of520patients were reviewed in ter... Objective.To summarize the experience of minim ally invasive treatment in 520patie nts with intracranial aneurysms on a retrospective study.Methods.The measures used in the treatment of520patients were reviewed in terms o f timing of surgery,induced-hypotensive anesthesia,b rain protection combined with temporal occlusion of the feeding artery,exter-nal drainage of CSF,dynamic monitoring of intracranial pressure,blood flow velocity,serum osmolality and CT scanning,anti-vasospasm therapy a s well as selected interventional en dovascular embolization of aneurysms.Results.Of the 520patients,485were treated with either direct clipping or endov ascular embolization and35patients were treated non-surgic ally.In 449patients undergoing dir ect clipping and 36undergoing endov ascu-lar embolization,intraoperative r upture of aneurysm occurred in 27(6.0%)and 0%,respectively.Death oc-curred in 13(2.6%),hemiplegia in 8(1.6%),and vegetative state in 2(0.4%).The operative mortality of direct clipping was 3.8%in 210patie nts before 1990and 1.8%in 275patien ts after 1990(36patients undergo-ing endovascular embolization,the operative mortality was 0%).Conclusion.The outcome of patients with intracranial aneurysms can be markedly impr oved and the opera-tive mortality can be lowered by mini mally invasive treatment. 展开更多
关键词 ANEURYSM spontaneous subarachnoid hemorrhage minimally invasive neurosurgery
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Dextran uterine artery embolization to treat fibroids 被引量:5
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作者 王杰 张国英 +4 位作者 施海彬 冯耀良 王卫东 王永利 刘嘉茵 《Chinese Medical Journal》 SCIE CAS CSCD 2002年第8期1132-1136,145,共5页
OBJECTIVES: To analyze the technical aspects of uterine artery embolization with dextran microspheres and to evaluate the effectiveness of this technique as the primary treatment of uterine fibroids in a series of 38 ... OBJECTIVES: To analyze the technical aspects of uterine artery embolization with dextran microspheres and to evaluate the effectiveness of this technique as the primary treatment of uterine fibroids in a series of 38 patients. METHODS: Thirty-eight volunteers (age range, 24-48 years; mean, 37.2 years) with symptoms caused by uterine fibroids (menorrhagia, mass-related symptoms, and pelvic pain) were randomly included in this study. The fibroids were single in 32 patients and multiple in 6 patients. According to the tumor location, subserous fibroids were found in 4 patients and interstitial or submucosal fibroids in 34. Tumor size was from 2 to 10.9 cm in diameter. We performed embolization with a single Headhunter catheter using the right-femoral artery approach, injection of dextran microspheres (225-450 micro m), and an absorbable gelatin sponge. Follow-up included clinical and sonographic examinations at one-month intervals for 6 months.  RESULTS: Embolization was successfully performed in all patients. Post-procedural pain control was good in 35 (92%) patients. In most patients, symptoms were improved at 3 months (36/38, 95%). Clinical failure of the treatment occurred in only 2 patients (2/38, 5%). Progressive reduction in leiomyoma size was revealed during sonographic follow-up, and the reduction rate at the sixth month after embolization was 68%. The tumor had vanished in five submucosal fibroid patients. Histopathological tests showed that the tumor was degenerative as fibrosis and hyalinosis.  CONCLUSIONS: Uterine artery embolization with dextran microspheres is a micro-invasive method for the treatment of uterine fibroids. It is clinically effective in most patients and induces a progressive reduction in the size of fibroids. Based on this study, we believe that this new technique is much more suitable for submucosal fibroids with massive menorrhagia. 展开更多
关键词 Embolization Therapeutic Adult DEXTRANS Female Follow-Up Studies Humans LEIOMYOMA Middle Aged Uterine Neoplasms UTERUS
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