• Title/Summary/Keyword: log-ratio method

검색결과 214건 처리시간 0.026초

통계분포에 기반한 고해상도 SAR 영상의 변화탐지 알고리즘 구현 및 적용 (Change detection algorithm based on amplitude statistical distribution for high resolution SAR image)

  • 이기웅;강서리;김아름;송경민;이우경
    • 대한원격탐사학회지
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    • 제31권3호
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    • pp.227-244
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    • 2015
  • 최근 위성 Synthetic Aperture Radar (SAR) 영상의 해상도가 개선됨에 따라 이에 대한 수요가 증가할 것으로 보이며 향후 새로운 응용시장으로 성장할 것으로 예측되고 있다. 특히, 화산이나 지진과 같은 자연 재해에 대한 예측이나 지형의 미세한 변화를 탐지하기 위한 용도로 SAR 영상의 활용도가 증가하고 있다. 기존의 변화탐지 알고리즘을 고해상도 SAR 영상에 적용할 경우, 영상간의 기하학적 구조, 스펙클의 영향 등으로 변화탐지 정확도가 저하될 수 있다. 또한, SAR 영상의 경우 지형적 특성에 따라 영상의 통계적 분포가 다르므로 영상의 통계분포를 반영한 임계값 추정이 필요하다. 본 연구에서는 고해상도 SAR 영상의 통계적 분포특성을 반영하여 임계값을 이용하는 변화탐지 알고리즘을 제안한다. 제안된 알고리즘의 성능을 시험하기 위해 SAR 영상 시뮬레이션을 수행하여 성능을 시험하고 검증하였다. 마지막으로 Cosmo-Skymed과 다목적실용위성-5 영상에 각각 적용하여 검증하고 비교한 결과를 제시한다.

Comparison of Efficacy and Toxicity of First Line Chemotherapy with or without Epirubicin for Patients with Advanced Stage Soft Tissue Sarcoma

  • Cao, Jie;Huang, Xin-En;Liu, Jin;Wu, Xue-Yan;Lu, Yan-Yan
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권12호
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    • pp.7171-7177
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    • 2013
  • Purpose: To compare the safety and efficacy of first-line chemotherapy regimen with or without doxorubicin in treating patients with advanced soft tissue sarcoma (STS). Patients and Methods: We retrospectively analyzed a cohort of 56 patients histologically confirmed with STS who were treated at Jiangsu Cancer Hospital and Research Institute from July 2011 to June 2012.The basic element of first line chemotherapy contained epirubicin in group B and lacked epirubicin in group A. Response was assessed using RECIST criteria. The Kaplan-Meier method was used to estimate progress free survival (PFS). Results: According to RECIST criteria, patients in group treated by chemotherapy without epirubicin, the objective response (OR) ratio was 6.5 % (CR0%+PR6.5%). Disease control rate (DCR=CR+PR+SD) was 25.8% with a median follow-up of 14.6 months, including 2 patients achieving a partial response (PR 6.5%) and a stable response (SD 19.4%) in 6. In group B with epirubicin based regimens, no patient had complete response, PR (28 %) was observed in 7 and SD (24 %) in 6. DCR was observed in 13 patients (52%). By Fisher's exact test, the DCR difference between the two groups was statistically significant (p=0.046). In group A, median PFS was 3.0 months (95%CI:2.1-3.8), compared with 4.0 months (95% CI:3.03-4.97) in group B (p=0.0397 by log-rank test). Epirubicin based chemotherapy and ECOG performance status 0-1 were identified as favorable factors for progression in our cohort of patients. Differences of nonhematologic and hematologic toxicities were not statistically significant between the two groups, and the addition of epirobicin was not associated with cardiac toxicity (p=0.446). Conclusion: Our study demonstrates that epirubicin-based chemotherapy is effective and well tolerated, and is superior to chemotherapy without epirubicin regarding efficacy. Therefore it is recommended that epirubicin-based chemotherapy should be considered as first line for patients with advanced STS.

3기 위암 환자의 술 후 생존율 및 예후 인자 분석 (Prognostic Factors and Survival Rates of Stage III Gastric Cancer Patients after a Gastrectomy)

  • 장석원;김치호;김상운;송선교
    • Journal of Gastric Cancer
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    • 제4권3호
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    • pp.137-142
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    • 2004
  • Purpose: There have been some controversies over the therapeutic principles of advanced gastric cancer, and the results of treatment have been variable, especially for stage III disease. This study was conducted to define the prognostic factors of stage III gastric cancer. Materials and Methods: This retrospective study was based on the medical records of 179 patients with stage III disease who received a gastrectomy from January 1990 to December 1994. The 5-year survival rate was analyzed according to the age, sex, tumor location, tumor size, Borrmann's type, depth of invasion, lymph-node metastasis, ratio of metastatic lymph nodes, type of surgical resection, extent of lymphnode dissection, curability of resection, postoperative chemotherapy, and pathological stage. The statistical analysis was done by using the Kaplan-Meier method, the log-rank test, and the Cox proportional hazards model. Results: The overall 5-year survival rate was $61.6\%$ the 5-year survival rates according to subgroup were $69.7\%$ for stage IIIa ($100\%$ for $T_{2}N_{2}$, $70.0\%$ for $T_{3}N_{1}$, $68.6\%$ for $T_{4}N_{0}$), and $54.1\%$ for stage IIIb ($T_{3}N_{2}$) (P<0.05). Among various clinicopathologic factors of stage III gastric cancer, the age of the patient, the tumor location, the gross type of tumor, the type of gastric resection, the extent of lymph-node dissection, the curability of resection, and the subgroups of stage III were statistically significant in the univariate survival analysis. The multivariate analysis defined the curability of resection, the extent of lymph-node dissection, the type of operation, the stage of disease, and the age of the patient as independent prognostic factors. Conclusion: A curative surgical resection and an extended lymph-node dissection are thought to be most important for improving the survival rate in stage III gastric cancer patients.

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Colorectal Cancer Concealment Predicts a Poor Survival: A Retrospective Study

  • Li, Xiao-Pan;Xie, Zhen-Yu;Fu, Yi-Fei;Yang, Chen;Hao, Li-Peng;Yang, Li-Ming;Zhang, Mei-Yu;Li, Xiao-Li;Feng, Li-Li;Yan, Bei;Sun, Qiao
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권7호
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    • pp.4157-4160
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    • 2013
  • Objectives: Understanding the situation of cancer awareness which doctors give to patients might lead to prognostic prediction in cases of of colorectal cancer (CRC). Methods: Subsets of 10,779 CRC patients were used to screen the risk factors from the Cancer Registry in Pudong New Area in cancer awareness, age, TNM stage, and gender. Survival of the patients was calculated by the Kaplan-Meier method and assessed by Cox regression analysis. The views of cancer awareness in doctors and patients were surveyed by telephone or household. Results: After a median observation time of 1,616 days (ranging from 0 to 4,083 days) of 10,779 available patients, 2,596 of the 4,561 patients with cancer awareness survived, whereas 2,258 of the 5,469 patients without cancer awareness and 406 of the 749 patients without information on cancer awareness died of the disease. All-cause and cancer-specific survival were poorer for the patients without cancer awareness than those with (P < 0.001 for each, log-rank test). Cox multivariate regression analysis showed that cancer concealment cases had significantly lower cancer-specific survival (hazard ratio (HR) = 1.299; 95 % confidence interval (CI): 1.200-1.407)and all-cause survival (HR = 1.324; 95 % CI: 1.227-1.428). Furthermore, attitudes of cancer awareness between doctors and patients were significantly different (P < 0.001). Conclusion: Cancer concealment, not only late-stage tumor and age, is associated with a poor survival of CRC patients.

XRCC1 Gene Polymorphism, Clinicopathological Characteristics and Stomach Cancer Survival in Thailand

  • Putthanachote, Nuntiput;Promthet, Supannee;Suwanrungruan, Krittika;Chopjitt, Peechanika;Wiangnon, Surapon;Chen, Li-Sheng;Yen, Ming-Fang;Chen, Tony Hsiu-Hsi
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권14호
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    • pp.6111-6116
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    • 2015
  • Background: Stomach cancer is one of leading causes of death worldwide. In Thailand, the incidence and mortality of stomach cancer are in the top ten for cancers. Effects of DNA repair gene X-ray repair cross complementary protein 1 (XRCC1) polymorphisms and clinicopathological characteristics on survival of stomach cancer in Thailand have not been previously reported. The aim of this study was to investigate the effects of XRCC1 gene and clinicopathological characteristics on survival of stomach cancer patients in Thailand. Materials and Methods: Data and blood samples were collected from 101 newly diagnosed stomach cancer cases pathologically confirmed and recruited during 2002 to 2006 and followed-up for vital status until 31 October 2012. Genotype analysis was performed using real-time PCR-HRM. The data were analyzed using the Kaplan-Meier method to yield cumulative survival curve, log-rank test to assess statistical difference of survival and Cox proportional hazard models to estimate adjusted hazard ratio. Results: The total followed-up times were 2,070 person-months, and the mortality rate was 4.3 per 100 person-months. The median survival time after diagnosis was 8.07 months. The cumulative 1-, 3-, 5-years survival rates were 40.4%, 15.2 % and 10.1 % respectively. After adjustment, tumour stage were associated with an increased risk of death (p= 0.036). The XRCC1 Gln339Arg, Arg/Arg homozygote was also associated with increased risk but statistically this was non-significant. Conclusions: In addition to tumour stage, which is an important prognostic factor affecting to the survival of stomach cancer patients, the genetic variant Gln339Arg in XRCC1 may non-significantly contribute to risk of stomach cancer death among Thai people. Larger studies with different populations are need to verify ours findings.

L-모멘트법을 이용한 지역홍수빈도분석을 통한 금강유역 미계측 유역의 설계홍수량 산정 (Estimating design floods for ungauged basins in the geum-river basin through regional flood frequency analysis using L-moments method)

  • 이진영;박동혁;신지예;김태웅
    • 한국수자원학회논문집
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    • 제49권8호
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    • pp.645-656
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    • 2016
  • 본 연구에서는 금강유역에 대한 지역홍수빈도분석을 실시하고 재현기간에 따른 홍수량을 추정하는 관계식을 제안하였다. 유역 내 유량자료의 수문학적 독립성과 동질성에 대한 검증을 위하여 Lag-1 자기상관성 분석, 동질성 검정, 이상치 검정, 불일치척도 검정을 수행하였다. 검정 결과, 금강유역의 대상 관측소들은 시간에 대하여 독립적이고 동질적 모집단에 속하며 이상치는 없었다. 일반 극치 분포(GEV), 3변수 대수정규 분포(LN-III), 피어슨-III 분포(P-III), 일반 로지스틱 분포(GLO), 일반 파레토 분포(GPA) 등 5개의 3변수 확률분포함수에 대한 L-모멘트비도와 평균가중거리(AWD), 그리고 $Z^{DIST}$ 적합도 산정 결과, GLO 분포함수가 금강유역의 최적 확률분포형으로 선정되었다. GLO 분포를 바탕으로 지역홍수빈도를 추정하는 회귀모형을 제안하였고, 강경 관측소의 관측 유량을 이용하여 회귀모형의 적용성을 검증하였다.

Effect of Perfluorobutane Microbubbles on Radiofrequency Ablation for Hepatocellular Carcinoma: Suppression of Steam Popping and Its Clinical Implication

  • Dong Young Jeong;Tae Wook Kang;Ji Hye Min;Kyoung Doo Song;Min Woo Lee;Hyunchul Rhim;Hyo Keun Lim;Dong Hyun Sinn;Heewon Han
    • Korean Journal of Radiology
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    • 제21권9호
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    • pp.1077-1086
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    • 2020
  • Objective: To evaluate the effect of perfluorobutane microbubbles (Sonazoid®, GE Healthcare) on steam popping during radiofrequency (RF) ablation for treating hepatocellular carcinoma (HCC), and to assess whether popping affects treatment outcomes. Materials and Methods: The institutional review board approved this retrospective study, which included 90 consecutive patients with single HCC, who received percutaneous RF ablation as the first-line treatment. The patients were divided into two groups, based on the presence or absence of the popping phenomenon, which was defined as an audible sound with a simultaneous sudden explosion within the ablation zone as detected via ultrasonography during the procedure. The factors contributing to the popping phenomenon were identified using multivariable logistic regression analysis. Local tumor progression (LTP) and disease-free survival (DFS) were assessed using the Kaplan-Meier method with the log-rank test for performing comparisons between the two groups. Results: The overall incidence of the popping phenomenon was 25.8% (24/93). Sonazoid® was used in 1 patient (4.2%) in the popping group (n = 24), while it was used in 15 patients (21.7%) in the non-popping group (n = 69). Multivariable analysis revealed that the use of Sonazoid® was the only significant factor for absence of the popping phenomenon (odds ratio = 0.10, p = 0.048). There were no significant differences in cumulative LTP and DFS between the two groups (p = 0.479 and p = 0.424, respectively). Conclusion: The use of Sonazoid® has a suppressive effect on the popping phenomenon during RF ablation in patients with HCC. However, the presence of the popping phenomenon may not affect clinical outcomes.

Percutaneous Biliary Metallic Stent Insertion in Patients with Malignant Duodenobiliary Obstruction: Outcomes and Factors Influencing Biliary Stent Patency

  • Ji Hye Kwon;Dong Il Gwon;Jong Woo Kim;Hee Ho Chu;Jin Hyoung Kim;Gi-Young Ko;Hyun-Ki Yoon;Kyu-Bo Sung
    • Korean Journal of Radiology
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    • 제21권6호
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    • pp.695-706
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    • 2020
  • Objective: To investigate the technical and clinical efficacy of the percutaneous insertion of a biliary metallic stent, and to identify the factors associated with biliary stent dysfunction in patients with malignant duodenobiliary obstruction. Materials and Methods: The medical records of 70 patients (39 men and 31 women; mean age, 63 years; range, 38-90 years) who were treated for malignant duodenobiliary obstruction at our institution between April 2007 and December 2018, were retrospectively reviewed. Variables found significant by univariate log-rank analysis (p < 0.2) were considered as suitable candidates for a multiple Cox's proportional hazard model. Results: The biliary stents were successfully placed in all 70 study patients. Biliary stent insertion with subsequent duodenal stent insertion was performed in 33 patients and duodenal stent insertion with subsequent biliary stent insertion was performed in the other 37 study subjects. The median patient survival and stent patency time were 107 days (95% confidence interval [CI], 78-135 days) and 270 days (95% CI, 95-444 days), respectively. Biliary stent dysfunction was observed in 24 (34.3%) cases. Multiple Cox's proportional hazard analysis revealed that the location of the distal biliary stent was the only independent factor affecting biliary stent patency (hazard ratio, 3.771; 95% CI, 1.157-12.283). The median biliary stent patency was significantly longer in patients in whom the distal end of the biliary stent was beyond the distal end of the duodenal stent (median, 327 days; 95% CI, 249-450 days), rather than within the duodenal stent (median, 170 days; 95% CI, 115-225 days). Conclusion: The percutaneous insertion of the biliary metallic stent appears to be a technically feasible, safe, and effective method of treating malignant duodenobiliary obstruction. In addition, a biliary stent system with a distal end located beyond the distal end of the duodenal stent will contribute towards longer stent patency in these patients.

스캔통계량 분석을 통한 상수도 누수 및 수질 민원 발생 클러스터 탐색 (Cluster exploration of water pipe leak and complaints surveillance using a spatio-temporal statistical analysis)

  • 이주원;김은주;남숙현;황태문
    • 상하수도학회지
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    • 제37권5호
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    • pp.261-269
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    • 2023
  • In light of recent social concerns related to issues such as water supply pipe deterioration leading to problems like leaks and degraded water quality, the significance of maintenance efforts to enhance water source quality and ensure a stable water supply has grown substantially. In this study, scan statistic was applied to analyze water quality complaints and water leakage accidents from 2015 to 2021 to present a reasonable method to identify areas requiring improvement in water management. SaTScan, a spatio-temporal statistical analysis program, and ArcGIS were used for spatial information analysis, and clusters with high relative risk (RR) were determined using the maximum log-likelihood ratio, relative risk, and Monte Carlo hypothesis test for I city, the target area. Specifically, in the case of water quality complaints, the analysis results were compared by distinguishing cases occurring before and after the onset of "red water." The period between 2015 and 2019 revealed that preceding the occurrence of red water, the leak cluster at location L2 posed a significantly higher risk (RR: 2.45) than other regions. As for water quality complaints, cluster C2 exhibited a notably elevated RR (RR: 2.21) and appeared concentrated in areas D and S, respectively. On the other hand, post-red water incidents of water quality complaints were predominantly concentrated in area S. The analysis found that the locations of complaint clusters were similar to those of red water incidents. Of these, cluster C7 exhibited a substantial RR of 4.58, signifying more than a twofold increase compared to pre-incident levels. A kernel density map analysis was performed using GIS to identify priority areas for waterworks management based on the central location of clusters and complaint cluster RR data.

외상에 의한 초기 사망에서 흉부손상에 대한 고찰 (The Effects of Chest Injury in the Early Deaths of Trauma Patients)

  • 이동훈;조대윤;김찬웅;손동섭
    • Journal of Chest Surgery
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    • 제39권2호
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    • pp.127-133
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    • 2006
  • 배경: 외상에 의한 사망의 시간적 분포에 대한 연구에 의하면 외상 후 수 시간 이내의 초기 사망이 높은 비율을 차지하고 있다. 외상체계의 발달로 전체적인 외상 사망은 감소하였으나 아직까지도 외상은 주요한 사망 원인 중 하나이다. 저자들은 외상 사망의 분포에서 과반수 이상을 차지하는 초기사망의 위험 요인을 알아보고자 하였다 대상 및 방법: 1994년 1월부터 2003년 12월까지 3차 의료기관 응급의료센터에 내원한 외상환자 중 사망한 환자 400예를 후향적으로 분석하여 사망의 시간적 분포와 손상의 부위에 따른 사망의 시간적 분포를 분석하였다. 외상 사망에 있어서 초기 6시간 이내에 사망한 환자와 6시간 이후에 사망한 환자를 비교하여 초기 사망의 위험요소를 분석하였다. 결과: 손상의 종류에 따른 외상 사망의 분포는 두부와 복부 손상은 2상 분포를 보였으나 흥부 손상의 경우는 초기 사망이 대부분을 차지하였다. 초기 사망군에서 GCS가 5.86$\pm$4.15로 후기 사망군 8.24$\pm$5.02로 유의한 차이를 보였으며(p<0.05), 흉부 AIS에서도 초기 사망군 2.66$\pm$1.87로 후기 사망군 1.55$\pm$1.76 으로 초기 사망군에서 손상이 더 심한 것을 나타났다(p<0.05). 초기 사망군의 위험요소 분석에서는 119 구급대에 의해 이송되지 않은 경우(교차비 3.474),높은 흉부 AIS (교차비 1.491), 낮은 GCS (교차비 0.859)가 각 주요 위험요소로 나타났다. 걸론. 외상에 의한 사망에서 지금까지 외상체계의 초점이 되었던 초기 사망의 원인 중 뇌신경계 손상과 출혈뿐만 아니라, 흥부 손상 역시 초기 외상사망의 중요한 요인이다. 따라서 외상환자의 초기 처치에서 흥부손상에 대한 적극적인 검사와 외과적 처치가 필요할 것이다.