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Research on Electric Vehicle Charging Optimization Strategy Based on Improved Crossformer for Carbon Emission Factor Prediction
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作者 Hongyu Wang Wenwu Cui +4 位作者 Kai Cui Zixuan Meng BinLi Wei Zhang Wenwen Li 《Energy Engineering》 2026年第1期332-355,共24页
To achieve low-carbon regulation of electric vehicle(EV)charging loads under the“dual carbon”goals,this paper proposes a coordinated scheduling strategy that integrates dynamic carbon factor prediction and multiobje... To achieve low-carbon regulation of electric vehicle(EV)charging loads under the“dual carbon”goals,this paper proposes a coordinated scheduling strategy that integrates dynamic carbon factor prediction and multiobjective optimization.First,a dual-convolution enhanced improved Crossformer prediction model is constructed,which employs parallel 1×1 global and 3×3 local convolutionmodules(Integrated Convolution Block,ICB)formultiscale feature extraction,combinedwith anAdaptive Spectral Block(ASB)to enhance time-series fluctuationmodeling.Based on high-precision predictions,a carbon-electricity cost joint optimization model is further designed to balance economic,environmental,and grid-friendly objectives.The model’s superiority was validated through a case study using real-world data from a renewable-heavy grid.Simulation results show that the proposed multi-objective strategy demonstrated a superior balance compared to baseline and benchmark models,achieving a 15.8%reduction in carbon emissions and a 5.2%reduction in economic costs,while still providing a substantial 22.2%reduction in the peak-valley difference.Its balanced performance significantly outperformed both a single-objective strategy and a state-of-the-art Model Predictive Control(MPC)benchmark,highlighting the advantage of a global optimization approach.This study provides theoretical and technical pathways for dynamic carbon factor-driven EV charging optimization. 展开更多
关键词 Carbon factor prediction electric vehicles ordered charging multi-objective optimization Crossformer
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Assessment of early factors for identification or prediction severe acute pancreatitis in pregnancy
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作者 Li-Fen Mei Quan Gan +3 位作者 Jing Hu Yun-Xiang Li Rui Tian Cheng-Jian Shi 《World Journal of Clinical Cases》 SCIE 2024年第24期5502-5512,共11页
BACKGROUND Acute pancreatitis in pregnancy(APIP)is a rare and serious condition,and severe APIP(SAPIP)can lead to pancreatic necrosis,abscess,multiple organ dysfunction,and other adverse maternal and infant outcomes.T... BACKGROUND Acute pancreatitis in pregnancy(APIP)is a rare and serious condition,and severe APIP(SAPIP)can lead to pancreatic necrosis,abscess,multiple organ dysfunction,and other adverse maternal and infant outcomes.Therefore,early identification or prediction of SAPIP is important.AIM To assess factors for early identification or prediction of SAPIP.METHODS The clinical data of patients with APIP were retrospectively analyzed.Patients were classified with mild acute pancreatitis or severe acute pancreatitis,and the clinical characteristics and laboratory biochemical indexes were compared between the two groups.Logical regression and receiver operating characteristic curve analyses were performed to assess the efficacy of the factors for identification or prediction of SAPIP.RESULTS A total of 45 APIP patients were enrolled.Compared with the mild acute pancreatitis group,the severe acute pancreatitis group had significantly increased(P<0.01)heart rate(HR),hemoglobin,neutrophil ratio(NEUT%),and neutrophil–lymphocyte ratio(NLR),while lymphocytes were significantly decreased(P<0.01).Logical regression analysis showed that HR,NEUT%,NLR,and lymphocyte count differed significantly(P<0.01)between the groups.These may be factors for early identification or prediction of SAPIP.The area under the curve of HR,NEUT%,NLR,and lymphocyte count in the receiver operating characteristic curve analysis was 0.748,0.732,0.821,and 0.774,respectively.The combined analysis showed that the area under the curve,sensitivity,and specificity were 0.869,90.5%,and 70.8%,respectively.CONCLUSION HR,NEUT%,NLR,and lymphocyte count can be used for early identification or prediction of SAPIP,and the combination of the four factors is expected to improve identification or prediction of SAPIP. 展开更多
关键词 Severe acute pancreatitis in pregnancy Early identification factors Early predictive factors Clinical features Laboratory biochemical index
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Carbon Emission Factors Prediction of Power Grid by Using Graph Attention Network
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作者 Xin Shen Jiahao Li +3 位作者 YujunYin Jianlin Tang Weibin Lin Mi Zhou 《Energy Engineering》 EI 2024年第7期1945-1961,共17页
Advanced carbon emission factors of a power grid can provide users with effective carbon reduction advice,which is of immense importance in mobilizing the entire society to reduce carbon emissions.The method of calcul... Advanced carbon emission factors of a power grid can provide users with effective carbon reduction advice,which is of immense importance in mobilizing the entire society to reduce carbon emissions.The method of calculating node carbon emission factors based on the carbon emissions flow theory requires real-time parameters of a power grid.Therefore,it cannot provide carbon factor information beforehand.To address this issue,a prediction model based on the graph attention network is proposed.The model uses a graph structure that is suitable for the topology of the power grid and designs a supervised network using the loads of the grid nodes and the corresponding carbon factor data.The network extracts features and transmits information more suitable for the power system and can flexibly adjust the equivalent topology,thereby increasing the diversity of the structure.Its input and output data are simple,without the power grid parameters.We demonstrated its effect by testing IEEE-39 bus and IEEE-118 bus systems with average error rates of 2.46%and 2.51%. 展开更多
关键词 Predict carbon factors graph attention network prediction algorithm power grid operating parameters
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Radiomics and clinicoradiological factors as a promising approach for predicting microvascular invasion in hepatitis B-related hepatocellular carcinoma
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作者 Weronika Kruczkowska Julia Gałęziewska +3 位作者 Mateusz Kciuk Żaneta Kałuzińska-Kołat Lin-Yong Zhao Damian Kołat 《World Journal of Gastroenterology》 2025年第11期1-5,共5页
Microvascular invasion(MVI)is a critical factor in hepatocellular carcinoma(HCC)prognosis,particularly in hepatitis B virus(HBV)-related cases.This editorial examines a recent study by Xu et al who developed models to... Microvascular invasion(MVI)is a critical factor in hepatocellular carcinoma(HCC)prognosis,particularly in hepatitis B virus(HBV)-related cases.This editorial examines a recent study by Xu et al who developed models to predict MVI and high-risk(M2)status in HBV-related HCC using contrast-enhanced computed tomography(CECT)radiomics and clinicoradiological factors.The study analyzed 270 patients,creating models that achieved an area under the curve values of 0.841 and 0.768 for MVI prediction,and 0.865 and 0.798 for M2 status prediction in training and validation datasets,respectively.These results are comparable to previous radiomics-based approaches,which reinforces the potential of this method in MVI prediction.The strengths of the study include its focus on HBV-related HCC and the use of widely accessible CECT imaging.However,limitations,such as retrospective design and manual segmentation,highlight areas for improvement.The editorial discusses the implications of the study including the need for standardized radiomics approaches and the potential impact on personalized treatment strategies.It also suggests future research directions,such as exploring mechanistic links between radiomics features and MVI,as well as integrating additional biomarkers or imaging modalities.Overall,this study contributes significantly to HCC management,paving the way for more accurate,personalized treatment approaches in the era of precision oncology. 展开更多
关键词 Hepatocellular carcinoma HEPATITIS-B Microvascular invasion Radiomics Predicting factors
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Retrospective analysis of predictive factors for pathological complete response after neoadjuvant chemotherapy in gastric cancer
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作者 Bo Bi Chen Liu +1 位作者 Jie Chai Yun-Ming Duan 《World Journal of Gastrointestinal Surgery》 2025年第10期235-245,共11页
BACKGROUND Gastric cancer is a malignant tumor with high morbidity and mortality worldwide.Neoadjuvant chemotherapy(NAC),defined as chemotherapy administered before the primary treatment(usually surgery)to reduce tumo... BACKGROUND Gastric cancer is a malignant tumor with high morbidity and mortality worldwide.Neoadjuvant chemotherapy(NAC),defined as chemotherapy administered before the primary treatment(usually surgery)to reduce tumor size and control micrometastases,has emerged as a crucial therapeutic strategy for locally advanced gastric cancer.Pathological complete response(pCR),characterized by the absence of viable tumor cells in the resected specimen after neoadjuvant treatment,is recognized as a strong predictor of favorable prognosis.However,the factors influencing the achievement of pCR remain incompletely understood.AIM To identify and analyze the predictive factors associated with achieving pCR after NAC in gastric cancer patients,thereby providing evidence-based guidance for clinical decision-making.METHODS A retrospective analysis was performed on 215 patients from Shandong Cancer Hospital and Tai’an Central Hospital with locally advanced gastric cancer who underwent NAC followed by radical surgery at our hospital between January 2015 and December 2023.Comprehensive clinical and pathological data were collected,including age,gender,tumor location,Lauren classification,clinical staging,chemotherapy regimens,number of chemotherapy cycles,and baseline hematological indicators.The baseline hematological indicators included neutrophil-to-lymphocyte ratio(NLR),platelet-to-lymphocyte ratio,albumin level,carcinoembryonic antigen(CEA),and carbohydrate antigen 19-9.Univariate and multivariate logistic regression analyses were employed to determine the independent predictive factors for pCR.RESULTS Among 215 gastric cancer patients,41(19.1%)achieved pCR after NAC.Multivariate analysis identified five independent predictive factors for pCR:Lauren intestinal type[odds ratio(OR)=3.28],lower clinical T stage(OR=2.75),CEA decrease≥70%after NAC(OR=3.42),pre-treatment NLR<2.5(OR=2.13),and≥4 chemotherapy cycles(OR=2.87).The fluorouracil,leucovorin,oxaliplatin,docetaxel regimen achieved the highest pCR rate(27.5%),and oxaliplatin-containing regimens were superior to cisplatin-containing regimens(22.3%vs 12.7%,P=0.034).Patients with both low NLR and platelet-to-lymphocyte ratio had the highest pCR rate(33.8%),while those with both high inflammatory markers had the lowest rate(10.7%).Earlier clinical stage disease(cT3N+vs cT4N+:28.6%vs 13.0%)and lower lymph node burden were associated with higher pCR rates.CONCLUSION The achievement of pCR after NAC in gastric cancer patients is closely associated with Lauren intestinal type,lower clinical T stage,a significant decrease in CEA after chemotherapy,low pre-treatment NLR,and an adequate number of chemotherapy cycles. 展开更多
关键词 Gastric cancer Neoadjuvant chemotherapy Pathological complete response Predictive factor
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Meta-analysis of predictive factors for delayed hemorrhage after endoscopic submucosal dissection in early-stage gastric carcinoma
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作者 Shou-Yuan Xu Qi-Feng Lou +2 位作者 Ai-Yu Yu Yu-Feng Tong Qi Ding 《World Journal of Gastrointestinal Surgery》 2025年第9期405-415,共11页
BACKGROUND Gastric cancer(GC)remains a substantial global health burden,and its early detection and treatment is critical for optimizing patient outcomes.Endoscopic submucosal dissection(ESD)is a minimally invasive te... BACKGROUND Gastric cancer(GC)remains a substantial global health burden,and its early detection and treatment is critical for optimizing patient outcomes.Endoscopic submucosal dissection(ESD)is a minimally invasive technique for early GC but is linked to an increased risk of complications,such as delayed hemorrhage,which underscore the need for a comprehensive investigation into the disease’s risk factors.AIM To perform a comprehensive review and meta-analysis of the literature to identify and quantify risk factors associated with late-onset bleeding subsequent to ESD for early GC.METHODS Studies reporting risk factors for delayed bleeding after ESD for early GC were identified through a comprehensive search of electronic databases(PubMed,Embase,and Cochrane Library).The selection of studies,data retrieval,and quality evaluation were carried out separately by two reviewers.The combined odds ratios(OR)along with their 95%confidence intervals(CI)were calculated utilizing a random-effects approach.The meta-analysis has been registered on the International Registry of Systematic Review and Meta-analysis Protocols(INPLASY202540116).RESULTS A total of 11 publications comprising 1945 patients were incorporated into the present analysis.The following risk factors were found to be significantly associated with an increased risk of delayed bleeding after ESD:Long operation time(OR=2.55,95%CI:2.40–2.72,I^(2)=11%,n=5 studies),lesions detected in the upper part of the stomach(OR=3.44,95%CI:3.19-3.70,I^(2)=0%,n=4 studies),advanced age(OR=3.61,95%CI:3.47-3.76,I^(2)=38%,n=5 studies),history of taking antithrombotic drugs(OR=2.58,95%CI:2.48-2.68,I^(2)=45%,n=3 studies),resection size>40 mm(OR=3.01,95%CI:2.78-3.26,I^(2)=31%,n=5 studies),hemodialysis(OR=2.42,95%CI:2.33-2.51,I²=0%,n=4 studies),presence of ulcers(OR=2.54,95%CI:2.33-2.77,I^(2)=0%,n=3 studies).CONCLUSION This meta-analysis identified several risk factors associated with an increased probability of delayed bleeding after ESD for early GC,including long operation time,lesions in the upper stomach,advanced age,antithrombotic drug use,large resection size,hemodialysis,and the presence of ulcers. 展开更多
关键词 Endoscopic submucosal dissection Early gastric cancer Postoperative Hemorrhage Predictive factor
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Factors affecting recurrence after surgery for Crohn's disease 被引量:17
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作者 Takayuki Yamamoto 《World Journal of Gastroenterology》 SCIE CAS CSCD 2005年第26期3971-3979,共9页
Although in Crohn's disease post-operative recurrence is common, the determinants of disease recurrence remain speculative. The aim of this study was to examine factors affecting post-operative recurrence of Crohn... Although in Crohn's disease post-operative recurrence is common, the determinants of disease recurrence remain speculative. The aim of this study was to examine factors affecting post-operative recurrence of Crohn's disease. A Medline-based literature review was carried out. The following factors were investigated: age at onset of disease, sex, family history of Crohn's disease,smoking, duration of Crohn's disease before surgery,prophylactic medical treatment (corticosteroids, 5-amino salicylic acid [5-ASA] and immunosuppressants),anatomical site of involvement, indication for surgery (perforating or non-perforating disease), length of resected bowel, anast-omotic technique, presence of granuloma in the specimen, involvement of disease at the resection margin, blood transfusions and postoperative complications. Smoking significantly increases the risk of recurrence (risk is approximately twice as high), especially in women and heavy smokers. Quitting smoking reduces the post-operative recurrence rate. A number of studies have shown a higher risk when the duration of the disease before surgery was short. There were, however, different definitions of 'short' among the studies. Prophylactic cortic-osteroids therapy is not effective in reducing the post-operative recurrence. A number of randomized controlled trials offered evidence of the efficacy of 5-ASA (mesalazine) in reducing post-operative recurrence. Recently, the thera-peutic efficacy of immunosuppressive drugs (azathioprine and 6-mercaptopurine) in the prevention of post-operative recurrence has been investigated and several studies have reported that these drugs might help prevent the recurrence. Further clinical trials would be necessary to evaluate the prophylactic efficacy of immunosuppressants.Several studies showed a higher recurrence rate in patients with perforating disease than in those with non-perforating disease. However, evidence for differing recurrence rates in perforating and non-perforating diseases is inconclusive.A number of retrospective studies reported that a stapled functional end-to-end anastomosis was associated with a lower recurrence rate compared with other types of anastomosis. However, prospective randomized studies would be necessary to draw a definite conclusion. Many studies found no difference in the recurrence rates between patients with radical resection and non-radical resection. Therefore, minimal surgery including strictureplasty has been justified in the management of Crohn's disease. In this review, the following factors do not seem to be predictive of post-operative recurrence:age at onset of disease, sex, family history of Crohn's disease, anatomical site of disease, length of resected bowel, presence of granuloma in the specimen, blood transfusions and post-operative complications. The most significant factor affecting post-operative recurrence of Crohn's disease is smoking. Smoking significantly increases the risk of recurrence. A short disease duration before surgery seems, albeit to a very minor degree, to be associated with a higher recurrence rate. 5-ASA has been shown with some degree of confidence to lead to a lower recurrence rate. The prophylactic efficacy of immunosuppressive drugs should be assessed in future.A wider anastomotic technique after resection may reduce the post-operative recurrence rate, though this should be investigated with prospective randomized controlled trials. 展开更多
关键词 Crohn's disease Post-operative recurrence Predictive factors RESECTION SURGERY
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Predictive factors of survival in patients treated with definitive chemoradiotherapy for squamous cell esophageal carcinoma 被引量:13
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作者 Frédéric Di Fiore Stéphane Lecleire +6 位作者 Olivier Rigal Marie-Pierre Galais Emmanuel Ben Soussan Isabelle David Bernard Paillot Jacques-Henri Jacob Pierre Michel 《World Journal of Gastroenterology》 SCIE CAS CSCD 2006年第26期4185-4190,共6页
AIM: The aim of the study was to evaluate the predictive factors of survival in patients with locally advanced squamous cell esophageal carcinoma (LASCOC) treated with definitive chemoradiotherapy (CRT) regimen b... AIM: The aim of the study was to evaluate the predictive factors of survival in patients with locally advanced squamous cell esophageal carcinoma (LASCOC) treated with definitive chemoradiotherapy (CRT) regimen based on the 5FU/CDDP combination. METHODS: All patients with LASCOC treated with a definitive CRT using the 5FU/CDDP combination between 1994 and 2000 were retrospectively included. Clinical complete response (CCR) to CRT was assessed by esophageal endoscopy and C-F-scan 2 mo after CRT completion. Prognostic factors of survival were assessed using univariate and multivariate analysis by the Cox regression model. RESULTS: A total of 116 patients were included in the study. A CCR to CRT was observed in 86/116 (74.1%). The median survival was 20 mo (range 2-114) and the 5-year survival was 9.4%. Median survival of responder patients to CRT was 25 mo (range 3-114) as compared to 9 mo (range 2-81) in non-responder patients (P 〈 0.001). In univariate analysis, survival was associated with CCR (P 〈 0.001), WHO performance status 〈 2 (P = 0.01), tumour length 〈 6 cm (P = 0.045) and weight loss 〈 10% was in limit of significance (P = 0.053). In multivariate analysis, survival was dependant to CCR (P 〈 0.0001), weight loss 〈 10% (P = 0.034) and WHO performance 〈 2 (P = 0.046). CONCLUSION: Our results suggest that survival in patients with LASCOC b'eated with definitive CRT was correlated to CCR, weight loss and WHO performance status. 展开更多
关键词 Definitive chemoradiotherapy Esophageal squamous cell carcinoma Predictive factors
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Evolution and predictive factors of thyroid disorder due to interferon alpha in the treatment of hepatitis C 被引量:8
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作者 Moana Gelu-Simeon Aurore Burlaud +2 位作者 Jacques Young Gilles Pelletier Catherine Buffet 《World Journal of Gastroenterology》 SCIE CAS CSCD 2009年第3期328-333,共6页
AIM: To study predictive factors of thyroid dysfunction associated with interferon-alpha (IFNa) therapy in chronic hepatitis C (CHC) and to describe its long-term evolution in a large population without previous ... AIM: To study predictive factors of thyroid dysfunction associated with interferon-alpha (IFNa) therapy in chronic hepatitis C (CHC) and to describe its long-term evolution in a large population without previous thyroid dysfunction. METHODS: We performed a follow-up of thyroid function and detection of thyroid antibodies in 301 patients treated for CHC with IFNα from 1999 to 2004. RESULTS: Thyroid disorder developed in 30/301 (10%) patients with a mean delay of 6 ± 3.75 mo: 13 patients had hyperthyroidism, 11 had hypothyroidism, and 6 had biphasic evolution. During a mean follow-up of 41.59 ± 15.39 mo, 9 patients with hyperthyroidism, 3 with hypothyroidism, and 4 with biphasic evolution normalized thyroid function in 7.88 ± 5.46 mo. Recovery rate of dysthyroidism was not modified by treatment discontinuation, but was better for patients with negative thyroid antibodies before antiviral treatment (P = 0.02). Women had significantly more dysthyroidism (P = 0.05). Positive thyroid peroxidase and thyroglobulin antibodies were more frequent before antiviral treatment in patients who developed dysthyroidism (P 〈 0.0003 and P = 0.0003, respectively). In a multivariate model, low fibrosis was found to be a predictive factor of dysthyroidism (P = 0.039).CONCLUSION: In this monocentric population of CHC, dysthyroidism, especially hyperthyroidism, developed in 10% of patients, Low fibrosis was found to be a predictive factor of dysthyroidism, Thyroid disorder recovered in 16/30 patients (53%) and recovery was better in the non-autoimrnune form, 展开更多
关键词 Chronic hepatitis C Interferon alpha Predictive factors Thyroid disorder
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Predictive factors of endoscopic submucosal dissection procedure time for gastric superficial neoplasia 被引量:6
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作者 Zhong-Sheng Lu Yun-Sheng Yang +7 位作者 Dan Feng Shu-Fang Wang Jing Yuan Jin Huang Xiang-Dong Wang Jiang-Yun Meng Hong Du Hong-Bin Wang 《World Journal of Gastroenterology》 SCIE CAS CSCD 2012年第47期7009-7014,共6页
AIM:To identify the determinants of endoscopic submucosal dissection(ESD) operation time.METHODS:This investigation was conducted as a single-center,prospective study in which ESD was performed by the same endoscopist... AIM:To identify the determinants of endoscopic submucosal dissection(ESD) operation time.METHODS:This investigation was conducted as a single-center,prospective study in which ESD was performed by the same endoscopist at the Chinese PLA General Hospital.A total of 173 patients underwent ESD operations performed by Dr.Lu from July 2007 to December 2011,and 183 lesions were enrolled.Patient gender,age,tumor location,gross type,tumor size,pathological type and adhesions were recorded prospectively.The order of treatment represented the experience of the operator.Univariate analysis and multivariate analysis were performed to evaluate the relationships between these factors and ESD procedure time.RESULTS:Univariate analysis showed the ESD time was closely related to the gender(P = 0.0210),tumor size(P < 0.0001),location(P < 0.0001),gross type(P < 0.0001) and adhesion(P = 0.0010).The surgical proficiency level was associated with ESD time in unit area(P < 0.0001).Multivariate analysis revealed that the ESD time was positively correlated with tumor size(P < 0.0001),adhesion(P < 0.0001) and location(P < 0.0001),but negatively correlated with surgical proficiency level(P = 0.0046).CONCLUSION:Large tumor size,adjacency to the cardia,and adhesion are predictors of a long ESD time,whereas high surgical proficiency level predicts a short ESD time. 展开更多
关键词 Endoscopic submucosal dissection Procedure time Gastric superficial neoplasia Predictive factors
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Total and not bevacizumab-bound vascular endothelial growth factor as potential predictive factors to bevacizumab-based chemotherapy in colorectal cancer 被引量:4
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作者 Amalia Azzariti Letizia Porcelli +10 位作者 Oronzo Brunetti Marzia Del Re Vito Longo Patrizia Nardulli Michele Signorile Jian-Ming Xu Angela Calabrese Anna Elisa Quatrale Evaristo Maiello Vito Lorusso Nicola Silvestris 《World Journal of Gastroenterology》 SCIE CAS 2016年第27期6287-6295,共9页
AIM: To identify suitable biomarkers of response to bevacizumab(BV)- it remains an open question. The measurement of serum vascular endothelial growth factor(VEGF) has been proposed as a predictive factor for this dru... AIM: To identify suitable biomarkers of response to bevacizumab(BV)- it remains an open question. The measurement of serum vascular endothelial growth factor(VEGF) has been proposed as a predictive factor for this drug, even if literature data are contradictory. METHODS: We prospectively evaluated the role of BV, total and not BV-bound VEGF and angiopoietin-2(Ang-2) serum levels as potential predictive factors of response for BV in combination with an oxaliplatinbased chemotherapy. BV, Ang-2, total and not BVbound VEGF levels were measured at baseline, before 2^(nd) and 5^(th) cycle of oxaliplatin-based chemotherapy in 20 consecutive metastatic colorectal cancer patients. RESULTS: Results were correlated to response to treatment. Variability in BV levels have been found, with decreased level in less responding patients. In particular, the concentration of BV increased of 3.96 ± 0.69 folds in serum of responsive patients after 3 more cycles of therapy compared to those with stable or progressive disease with a 0.72 ± 0.25 and 2.10 ± 0.13 fold increase, respectively. The determination of free and total VEGF demonstrated that the ratio between the two values, evaluated immediately before the 2^(nd) and the 5^(th) cycle of therapy, decreased from 26.65% ± 1.33% to 15.50% ± 3.47% in responsive patients and from 53.41% ± 4.75 to 34.95% ± 2.88% in those with stable disease. Conversely, in those with progression of disease, the ratio showed the opposite behavior coming up from 25.99% ± 5.23% to 51.71% ± 5.28%. The Ang-2 levels did not show any relationship. CONCLUSION: Our data show that the ratio of not BV-bound VEGF to total VEGF serum and BV plasma concentrations for predicting the response to BV plus oxaliplatin-based chemotherapy could be a promising biomarker of response to BV. 展开更多
关键词 BEVACIZUMAB Vascular endothelial growth factor Angiopoietin 2 Metastatic colorectal cancer BIOMARKER Predictive factor
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Prognostic factors and predictors of postoperative adjuvant transcatheter arterial chemoembolization benefit in patients with resected hepatocellular carcinoma 被引量:5
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作者 Ming-Yu Chen Sarun Juengpanich +5 位作者 Jia-Hao Hu Win Topatana Jia-Sheng Cao Chen-Hao Tong Jian Lin Xiu-Jun Cai 《World Journal of Gastroenterology》 SCIE CAS 2020年第10期1042-1055,共14页
BACKGROUND Postoperative adjuvant transcatheter arterial chemoembolization (PA-TACE) has improved overall survival (OS) in patients with hepatocellular carcinoma (HCC).However,the prognostic and predictive factors rem... BACKGROUND Postoperative adjuvant transcatheter arterial chemoembolization (PA-TACE) has improved overall survival (OS) in patients with hepatocellular carcinoma (HCC).However,the prognostic and predictive factors remain unclear.AIM To assess the prognostic factors and the predictors of PA-TACE benefit for OS in patients with resected HCC.METHODS Univariate and multivariate analyses were performed to identify the potential prognostic factors for OS.In order to assess the predictive factors of PA-TACE benefit,the interaction variables between treatments for each subgroup were evaluated using the Cox proportional hazards regression model.RESULTS A total of 378 patients (PA-TACE vs surgery alone,189:189) from three centerswere included after a propensity-score 1:1 matching analysis.Compared to the group receiving surgery alone,PA-TACE prolonged the OS rate in patients with resected HCC (P <0.001).The Barcelona Clinic Liver Cancer system and ferritinto-hemoglobin ratio (FHR) were used as the prognostic factors for OS in both groups.Age (P=0.023) and microscopic vascular invasion (MVI)(P=0.002) were also identified in the PA-TACE group,while gender (P=0.027),hepatitis B virus(P=0.034) and albumin-bilirubin grade (P=0.027) were also selected in the surgery alone group.In addition,PA-TACE resulted in longer OS than surgery alone across subgroups [all hazard ratios (PA-TACE-to-surgery alone)<1].Notably,a significantly prolonged OS following PA-TACE was observed in patients with high FHR (P=0.038) and without MVI (P=0.048).CONCLUSION FHR and Barcelona Clinic Liver Cancer stages were regarded as prognostic factors for OS.Moreover,high FHR and the absence of MVI were important predictive factors,which can be used to assist clinicians in selecting which patients could achieve a better OS with PA-TACE. 展开更多
关键词 Postoperative adjuvant transcatheter arterial chemoembolization Hepatocellular carcinoma Prognostic factors Predictive factors Overall survival
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Predicting factors for the need of extracorporeal membrane oxygenation for suicide attempts by cardiac medication:a single-center cohort study 被引量:3
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作者 David Vandroux Thomas Aujoulat +3 位作者 Bernard-Alex Gaüzère Bérénice Puech Bertrand Guihard Olivier Martinet 《World Journal of Emergency Medicine》 SCIE CAS CSCD 2022年第4期283-289,共7页
BACKGROUND:Severe poisoning due to the overdosing of cardiac drugs can lead to cardiovascular failure.In order to decrease the mortality rate,the most severe patients should be transferred as quickly as possible to an... BACKGROUND:Severe poisoning due to the overdosing of cardiac drugs can lead to cardiovascular failure.In order to decrease the mortality rate,the most severe patients should be transferred as quickly as possible to an extracorporeal membrane oxygenation(ECMO)center.However,the predictive factors showing the need for venous-arterial ECMO(VA-ECMO)had never been evaluated.METHODS:A retrospective,descriptive,and single-center cohort study.All consecutive patients admitted in the largest ICU of Reunion Island(Indian Ocean)between January 2013 and September 2018 for beta-blockers(BB),calcium channel blockers(CCB),renin-angiotensin-aldosterone system blockers,digoxin or anti-arrythmic intentional poisonings were included.ECMO implementation was the primary outcome.RESULTS:A total of 49 consecutive admissions were included.Ten patients had ECMO,39 patients did not have ECMO.Three patients in ECMO group died,while no patients in the conventional group died.The most relevant ECMO-associated factors were pulse pressure and heart rate at first medical contact and pulse pressure,heart rate,arterial lactate concentration,liver enzymes and left ventricular ejection fraction(LVEF)at ICU-admission.Only pulse pressure at first medical contact and LVEF were significant after logistic regression.CONCLUSION:A transfer to an ECMO center should be considered for a pulse pressure<35 mmHg at first medical contact or LVEF<20%on admission to ICU. 展开更多
关键词 Extracorporeal membrane oxygenation Implementation Cardiac medication OVERDOSE Predicting factor
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Factors Related to Prognosis of Refractory Glaucoma with Diode Laser Transscleral Cyclophotocoagulation Treatment 被引量:3
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作者 Shun-hua Zhang Fang-tian Dong Jin Mao Ai-ling Bian 《Chinese Medical Sciences Journal》 CAS CSCD 2011年第3期137-140,共4页
Objective To evaluate the predictive factors of refractory glaucoma treated with diode laser transscleral cyclophotocoagulation(TSCP) in a midterm observation.Methods Fifty-four consecutive patients(54 eyes) with refr... Objective To evaluate the predictive factors of refractory glaucoma treated with diode laser transscleral cyclophotocoagulation(TSCP) in a midterm observation.Methods Fifty-four consecutive patients(54 eyes) with refractory glaucoma were enrolled and underwent TSCP(power of 1.5-2.0 W,exposure time of 2 seconds and 20-50 applications).Patients were regularly followed up for 12 months.Intraocular pressure(IOP) was measured before TSCP treatment and at each follow-up visit.Patients were divided into the sensitive and insensitive groups according to the effect of a single treatment of TSCP on IOP.The success rate was defined as the percentage of eyes achieving an IOP between 5 and 21 mm Hg following TSCP therapy at their final follow up visit.Difference of age between the sensitive and insensitive groups was evaluated with Independent-samples T test and that of gender distribution of two groups was evaluated with Fisher's exact test.The success rate of different types of glaucoma to TSCP was calculated.Results A total of 32 patients were sensitive to TSCP(sensitive group) and 22 patients were insensitive to TSCP(insensitive group).The success rates of female(77.8%,14/18) and cases being over 50 years(71.4%,20/28) were higher than those of male(50.0%,18/36) and ones being under 50 years(46.2%,12/26)(all P>0.05).The age of the sensitive and insensitive groups was 56.0±15.5 and 46.4±15.4 years,respectively(P=0.029).The age(P=0.029) and gender distribution(P=0.046) of the two groups had significant difference.The success rate of neovascular glaucoma,primary angle-closure glaucoma,primary open angle glaucoma,traumatic glaucoma,uveitic glaucoma,and secondary glaucoma after silicone oil injection to TSCP was 57.1%,100.0%,50.0%,20.0%,81.8%,and 0%,respectively.Conclusion Age,gender,and type of glaucoma appear to be associated with effect of TSCP on IOP control. 展开更多
关键词 predictive factor diode laser transscleral cyclophotocoagulation intraocular pressure
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Predictive factors for the failure of endoscopic stent-instent self-expandable metallic stent placement to treat malignant hilar biliary obstruction 被引量:3
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作者 Mitsuru Sugimoto Tadayuki Takagi +10 位作者 Rei Suzuki Naoki Konno Hiroyuki Asama Ko Watanabe Jun Nakamura Hitomi Kikuchi Yuichi Waragai Mika Takasumi Yuki Sato Takuto Hikichi Hiromasa Ohira 《World Journal of Gastroenterology》 SCIE CAS 2017年第34期6273-6280,共8页
AIM To investigate the factors predictive of failure when placing a second biliary self-expandable metallic stents(SEMSs). METHODS This study evaluated 65 patients with an unresectable malignant hilar biliary obstruct... AIM To investigate the factors predictive of failure when placing a second biliary self-expandable metallic stents(SEMSs). METHODS This study evaluated 65 patients with an unresectable malignant hilar biliary obstruction who were examined in our hospital. Sixty-two of these patients were recruited to the study and divided into two groups: the success group, which consisted of patients in whom a stent-in-stent SEMS had been placed successfully, and the failure group, which consisted of patients in whom the stent-in-stent SEMS had not been placed successfully. We compared the characteristics of the patients, the stricture state of their biliary ducts, and the implemented endoscopic retrograde cholangiopancreatography(ERCP) procedures between the two groups.RESULTS The angle between the target biliary duct stricture and the first implanted SEMS was significantly larger in the failure group than in the success group. There were significantly fewer wire or dilation devices(ERCP catheter, dilator, or balloon catheter) passing the first SEMS cell in the failure group than in the success group. The cut-off value of the angle predicting stent-in-stent SEMS placement failure was 49.7 degrees according to the ROC curve(sensitivity 91.7%, specificity 61.2%). Furthermore, the angle was significantly smaller in patients with wire or dilation devices passing the first SEMS cell than in patients without wire or dilation devices passing the first SEMS cell. CONCLUSION A large angle was identified as a predictive factor for failure of stent-in-stent SEMS placement. 展开更多
关键词 Endoscopic stent-in-stent self-expandable metallic stent placement Predictive factor Endoscopic retrograde cholangiopancreatography Malignant hilar biliary obstruction Self-expandable metallic stent
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Predictive factors for efficacy of testosterone replacement therapy for late-onset hypogonadism in Japanese men:a preliminary report 被引量:2
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作者 Nobuyuki Kondoh Yohei Kaizuka +2 位作者 Seiji Nagasawa Yoshikazu Togo Shingo Yamamoto 《Asian Journal of Andrology》 SCIE CAS CSCD 2023年第5期587-590,共4页
Although testosterone replacement therapy(TRT)is the first-choice method used worldwide for late-onset hypogonadism(LOH),clinical benefits are not seen in all cases.This study was conducted to determine the predictors... Although testosterone replacement therapy(TRT)is the first-choice method used worldwide for late-onset hypogonadism(LOH),clinical benefits are not seen in all cases.This study was conducted to determine the predictors of TRT efficacy for LOH.Fifty-six patients who visited our Men’s Health Clinic(Kawanishi City Medical Center,Kawanishi and Hyogo Medical University,Nishinomiya,Hyogo,Japan)between November 2003 and June 2021 with data available before and after TRT were enrolled.They were divided into responders(Group 1;n=45,accounting for 80.4%)and nonresponders(Group 2;n=11,accounting for 19.6%)based on the clinical response to TRT,including patient satisfaction.Factors noted before TRT included age,body mass index,aging males’symptoms score,sexual health inventory for men,luteinizing hormone,follicular-stimulating hormone,testosterone,free testosterone,prolactin(PRL),estradiol(E2),and testosterone/estradiol(T/E2)ratio in serum.For statistical analysis,a multivariable logistic regression model was used.Univariate analysis revealed PRL(odds ratio TORI:0.9624;95%confidence interval[Cl]:0.9316-0.9943,P<0.05),E2(OR:0.8692;95%Cl:0.7745-0.9754,P<0.05),and T/E2 ratio(OR:1.1312;95%Cl:1.0106-1.2661,P<0.05)to be predictive factors.Multivariate analyses showed that T/E2 ratio was an independent predictive factor(OR:1.1593;95%Cl:1.0438-1.2875,P<0.01).The present results suggest that a low value for T/E2 ratio may predict a reduced response to TRT.The T/E2 ratio threshold to predict nonresponders based on receiver-operating characteristics(ROC)curve analysis was shown to be 17.3.Although additional studies with larger number of patients are necessary,we propose the determination of serum E2 level and testosterone level prior to performing TRT. 展开更多
关键词 ESTRADIOL late-onset hypogonadism predictive factor TESTOSTERONE TREATMENT
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On indexing in the Web of Science and predicting journal impact factor 被引量:5
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作者 Xiu-fang WU Qiang FU Ronald ROUSSEAU 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2008年第7期582-590,共9页
We discuss what document types account for the calculation of the journal impact factor (JIF) as published in the Journal Citation Reports (JCR). Based on a brief review of articles discussing how to predict JIFs ... We discuss what document types account for the calculation of the journal impact factor (JIF) as published in the Journal Citation Reports (JCR). Based on a brief review of articles discussing how to predict JIFs and taking data differences between the Web of Science (WoS) and the JCR into account, we make our own predictions. Using data by cited-reference searching for Thomson Scientific's WoS, we predict 2007 impact factors (1Fs) for several journals, such as Nature, Science, Learned Publishing and some Library and Information Sciences journals. Based on our colleagues' experiences we expect our predictions to be lower bounds for the official journal impact factors. We explain why it is useful to derive one's own journal impact factor. 展开更多
关键词 WoS (Web of Science). JCR (Journal Citation Renorts) Citation analysis Predicted impact factors
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Predictive factors of clinical response in steroid-refractory ulcerative colitis treated with granulocyte-monocyte apheresis 被引量:2
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作者 Valeria D'Ovidio Donatella Meo +3 位作者 Angelo Viscido Giampaolo Bresci Piero Vernia Renzo Caprilli 《World Journal of Gastroenterology》 SCIE CAS CSCD 2011年第14期1831-1835,共5页
AIM:To identify factors predicting the clinical response of ulcerative colitis patients to granulocyte-monocyte apheresis (GMA). METHODS:Sixty-nine ulcerative colitis patients (39 F,30 M) dependent upon/refractory to ... AIM:To identify factors predicting the clinical response of ulcerative colitis patients to granulocyte-monocyte apheresis (GMA). METHODS:Sixty-nine ulcerative colitis patients (39 F,30 M) dependent upon/refractory to steroids were treated with GMA. Steroid dependency,clinical activity index (CAI),C reactive protein (CRP) level,erythrocyte sedimentation rate (ESR),values at baseline,use of immunosuppressant,duration of disease,and age and extent of disease were considered for statistical analysis as predictive factors of clinical response. Univariate and multivariate logistic regression models were used. RESULTS:In the univariate analysis,CAI (P = 0.039) and ESR (P = 0.017) levels at baseline were singled out as predictive of clinical remission. In the multivariate analysis steroid dependency [Odds ratio (OR) = 0.390,95% Confidence interval (CI):0.176-0.865,Wald 5.361,P = 0.0160] and low CAI levels at baseline (4 < CAI <7) (OR = 0.770,95% CI:0.425-1.394,Wald 3.747,P = 0.028) proved to be effective as factors predicting clinical response. CONCLUSION:GMA may be a valid therapeutic option for steroid-dependent ulcerative colitis patients with mild-moderate disease and its clinical efficacy seems to persist for 12 mo. 展开更多
关键词 Granulocyte-monocyte apheresis Ulcerative colitis Steroid therapy Long-term follow-up Predictive factors
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Clinical feature and predictive factor analysis for spontaneous regression of retinopathy of prematurity in a Chinese population 被引量:2
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作者 Yi-An Li Xiao-Hong Zhou +1 位作者 Xiao-Jing Cai Chen-Hao Yang 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2022年第12期1978-1984,共7页
AIM:To investigate the ratio of spontaneous regression of retinopathy of prematurity(ROP)and to explore the possible relevant predictive factors.METHODS:A retrospective review of 405 infants who were diagnosed with RO... AIM:To investigate the ratio of spontaneous regression of retinopathy of prematurity(ROP)and to explore the possible relevant predictive factors.METHODS:A retrospective review of 405 infants who were diagnosed with ROP and mother during pregnancy were collected.Stage,zone,and duration of ROP were recorded.Statistical analysis was performed on 51 possible predictive factors.RESULTS:Totally 356 infants showed spontaneous regression.The incidence was 100%,95.3%,and 22.7%in stage 1,2,and 3,respectively.The 13.4%of the ROP with plus disease eventually resolved spontaneously.All affected eyes of aggressive posterior retinopathy of prematurity(APROP)failed to spontaneously regress.The mean duration of ROP was 7.2wk in patients with spontaneous resolution of ROP.Days of mechanical ventilation(OR=0.981,95%CI,0.965-0.997,P=0.021),retinal hemorrhage(OR=0.173,95%CI,0.064-0.470,P=0.001),delivery pattern(OR=2.750,95%CI,1.132-6.681,P=0.025),maternal anemia in pregnancy(OR=0.142,95%CI,0.036-0.563,P=0.005),the stages(at initial diagnosis OR=0.183,95%CI,0.041-0.816,P=0.026;at final diagnosis OR=0.031,95%CI,0.006-0.167,P<0.001),and with plus disease or not(OR=0.005,95%CI,0.001-0.031,P<0.001)were independent predictive factors of the spontaneous regression of ROP.CONCLUSION:Most mild ROP can spontaneously resolve.Active treatment is still recommended for stage 3 ROP,zone I ROP,AP-ROP,and ROP with plus disease.Prolonged mechanical ventilation and concurrent retinal hemorrhage reduce the likelihood of spontaneous ROP resolution.The pattern of delivery and the mother's anemia during pregnancy can also affect the prognosis of ROP. 展开更多
关键词 retinopathy of prematurity predictive factors spontaneous regression anemia during pregnancy mechanical ventilation pattern of delivery retinal hemorrhage
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Relative predictive factors for hepatocellular carcinoma after HBeAg seroconversion in HBV infection 被引量:2
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作者 Kazumoto Murata Kazushi Sugimoto +1 位作者 Katsuya Shiraki Takeshi Nakano 《World Journal of Gastroenterology》 SCIE CAS CSCD 2005年第43期6848-6852,共5页
AIM: To determine the predictive factors for hepatocellular carcinoma (HCC) development in patients after spontaneous or therapeutic HBeAg seroconversion. METHODS: In 48 patients who seroconverted to anti- HBe pos... AIM: To determine the predictive factors for hepatocellular carcinoma (HCC) development in patients after spontaneous or therapeutic HBeAg seroconversion. METHODS: In 48 patients who seroconverted to anti- HBe positive during follow-up, the background factors for HCC development were analyzed. RESULTS: HCC was developed in six patients during follow-up (average follow-up after HBeAg seroconversion: 10.9±5.4 years). The incidence of HCC evaluated by Kaplan-Meier analysis was significantly higher in patients with abnormal aspartate aminotransferase (AST〉 40 IU/L) level, lower platelet counts (PLT〈10×10^4/IJL), lower albumin level (Alb〈30 g/L), positive HBV-DNA or older age at seroconversion (〉40 years). However, lower platelet count was the only predictive factor for HCC development shown by multivariate proportional-hazard analysis. CONCLUSION: Active hepatitis or advanced hepatitis at HBeAg seroconversion or progressive hepatitis even after HBeAg seroconversion would be the risk factors for HCC development. These predictive factors should be taken into account in determining the frequency of biochemical study or imaging studies for HCC surveillance. 展开更多
关键词 HBeAg seroconversion Hepatocellularcarcinoma Predictive factors
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