• Title/Summary/Keyword: data value predictor

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Relationship between paravertebral muscle twitching and long-term effects of radiofrequency medial branch neurotomy

  • Koh, Jae Chul;Kim, Do Hyeong;Lee, Youn Woo;Choi, Jong Bum;Ha, Dong Hun;An, Ji Won
    • The Korean Journal of Pain
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    • v.30 no.4
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    • pp.296-303
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    • 2017
  • Background: To achieve a prolonged therapeutic effect in patients with lumbar facet joint syndrome, radiofrequency medial branch neurotomy (RF-MB) is commonly performed. The purpose of this study was to evaluate the prognostic value of paravertebral muscle twitching when performing RF-MB in patients with lumbar facet joint syndrome. Methods: We collected and analyzed data from 68 patients with confirmed facet joint syndrome. Sensory stimulation was performed at 50 Hz with a 0.5 V cut-off value. Patients were divided into 3 groups according to the twitching of the paravertebral muscle during 2 Hz motor stimulation: 'Complete', when twitching was observed at all needles; 'Partial', when twitching was present at 1 or 2 needles; and 'None', when no twitching was observed. The relationship between the long-term effects of RF-MB and paravertebral muscle twitching was analyzed. Results: The mean effect duration of RF-MB was 4.6, 5.8, and 7.0 months in the None, Partial, and Complete groups, respectively (P = 0.47). Although the mean effect duration of RF-MB did not increase significantly in proportion to the paravertebral muscle twitching, the Complete group had prolonged effect duration (> 6 months) than the None group in subgroup analysis. (P = 0.03). Conclusions: Paravertebral muscle twitching while performing lumbar RF-MB may be a reliable predictor of long-term efficacy when sensory provocation under 0.5 V is achieved. However, further investigation may be necessary for clarifying its clinical significance.

Predictive Value of the Platelet-To-Lymphocyte Ratio in Diagnosis of Prostate Cancer

  • Yuksel, Ozgur Haki;Urkmez, Ahmet;Akan, Serkan;Yldirim, Caglar;Verit, Ayhan
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.15
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    • pp.6407-6412
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    • 2015
  • Purpose: To predict prostatic carcinoma using a logistic regression model on prebiopsy peripheral blood samples. Materials and Methods: Data of a total of 873 patients who consulted Urology Outpatient Clinics of Fatih Sultan Mehmet Training and Research Hospital between February 2008 and April 2014 scheduled for prostate biopsy were screened retrospectively. PSA levels, prostate volumes, prebiopsy whole blood cell counts, neutrophil and platelet counts, neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), biopsy results and Gleason scores in patients who had established diagnosis of prostate cancer (PCa) were evaluated. Results: This study was performed on a total of 873 cases, with an age range 48-76 years, divided into three groups as for biopsy results. with diagnoses of benign prostatic hyperplasia (BPH) (n=304, 34.8 %), PCa (n=265, 30.4 %) and histological prostatitis (n=304; 34.8 %). Intra- and intergroup comparative evaluations were performed. White blood cell and neutrophil counts in the histological prostatitis group were significantly higher than those of the BPH and PCa groups (p=0.001; p=0.004; p<0.01). A statistically significant intergroup difference was found for PLR (p=0.041; p<0.05) but not lymphocyte count (p>0.05). According to pairwise comparisons, PLR were significantly higher in the PCa group relative to BPH group (p=0.018, p<0.05, respectively). Though not statistically significant, higher PLR in cases with PCa in comparison with the prostatitis group was remarkable (p=0.067, and p>0.05, respectively). Conclusions: Meta-analyses showed that in patients with PSA levels over 4 ng/ml, positive predictive value of PSA is only 25 percent. Therefore, novel markers which can both detect clinically significant prostate cancer, and also prevent unnecessary biopsies are needed. Relevant to this issue in addition to PSA density, velocity, and PCA3, various markers have been analyzed. In the present study, PLR were found to be the additional predictor of prostatic carcinoma.

Significance of albumin to globulin ratio as a predictor of febrile urinary tract infection after ureteroscopic lithotripsy

  • Yi, Seung Yun;Park, Dong Jin;Min, Kyungchan;Chung, Jae-Wook;Ha, Yun-Sok;Kim, Bum Soo;Kim, Hyun Tae;Kim, Tae-Hwan;Yoo, Eun Sang
    • Journal of Yeungnam Medical Science
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    • v.38 no.3
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    • pp.225-230
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    • 2021
  • Background: We aimed to analyze the effectiveness of albumin to globulin ratio (AGR) in predicting postoperative febrile urinary tract infection (fUTI) after ureteroscopic lithotripsy (URS) and retrograde intrarenal surgery (RIRS). Methods: From January 2013 to May 2018, 332 patients underwent URS and RIRS. The rate of postoperative fUTI and risk factors for postoperative fUTI were analyzed using logistic regression. Patients were divided into postoperative fUTI and non-postoperative fUTI (non-fUTI) groups. AGR with other demographic and perioperative data were compared between the two groups to predict the development of fUTI after URS. Results: Of the 332 patients, postoperative fUTI occurred in 41 (12.3%). Preoperative pyuria, microscopic hematuria, diabetes mellitus, hypoalbuminemia, and hyperglobulinemia were more prevalent in the fUTI group. Patients in the fUTI group had larger stone size, lower preoperative AGR, longer operation time, and longer preoperative antibiotic coverage period. In a multivariable logistic analysis, preoperative pyuria, AGR, and stone size were independently correlated with postoperative fUTI (p<0.001, p=0.008, and p=0.041, respectively). Receiver operating curve analysis showed that the cutoff value of AGR that could predict a high risk of fUTI after URS was 1.437 (sensitivity, 77.3%; specificity, 76.9%), while the cutoff value of stone size was 8.5 mm (sensitivity, 55.3%; specificity, 44.7%). Conclusion: This study demonstrated that preoperative pyuria, AGR, and stone size can serve as prognostic factors for predicting fUTI after URS.

Effects of a Newly Designed Pelvic Belt Orthosis on Functional Mobility of Adults with Post-Stroke Hemiparesis

  • Cho, Byeong-Mo;Zarayeneh, Neda;Suh, Sang C.
    • Journal of The Korean Society of Integrative Medicine
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    • v.8 no.4
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    • pp.125-131
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    • 2020
  • Purpose : Lower extremity orthoses have been used as conservative methods to recover gait of the stroke patients. The purpose of this study is to examine how newly designed pelvic belt orthosis can improve gait ability and dynamic balance of adults with Hemiparesis after stroke. Methods : 22 patients who had hemiparesis after stroke participated in this study. Two groups were randomly created by assigning 10 subjects to the experimental group and the rest of the 12 subjects to the control group. The control group was treated by conventional physical therapy and occupational therapy. Identical therapy protocols were used to treat the experimental group who were assigned to wear the pelvic belt orthosis during post measurement. This study has a group of independent variables including group, gender, age, height, MAS, lesion side, cause and a group of dependent variables including gait speed, cadence, step length, stride length, and dynamic balance. The GAITRite system was used to measure spatial-temporal gain parameters and the balance system SD to measure dynamic balance. The data was analyzed using R version 3.3.1. Random forest, boosting algorithm, and MANOVA test were conducted to determine the effects of independent variables on dependent variables. Results : This study has a group of independent variables including group, gender, age, height, MAS, lesion side, cause and a group of dependent variables including gait speed, cadence, step length, stride length, and dynamic balance. The independent variable "group" has the most important value, which is approximately 25.42 (%IncMSE) representing a value three times greater than the second important predictor "height." Conclusion : As a result of this research, the hypothesis is validated with conclusion that Pelvic Belt orthosis could be effectively used for improving gait ability and balance of the patients with post-stroke hemiparesis.

Perceptions of Benefits and Risks of AI, Attitudes toward AI, and Support for AI Policies (AI의 혜택 및 위험성 인식과 AI에 대한 태도, 정책 지지의 관계)

  • Lee, Jayeon
    • The Journal of the Korea Contents Association
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    • v.21 no.4
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    • pp.193-204
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    • 2021
  • Based on risk-benefit theory, this study examined a structural equation model accounting for the mechanisms through which affective perceptions of AI predicting individuals' support for the government's Ai policies. Four perceived characteristics of AI (i.e., usefulness, entertainment value, privacy concern, threat of human replacement) were investigated in relation to perceived benefits/risks, attitudes toward AI, and AI policy support, based on a nationwide sample of South Korea (N=352). The hypothesized model was well supported by the data: Perceived usefulness was a strong predictor of perceived benefit, which in turn predicted attitude and support. Perceived benefit and attitude played significant roles as mediators. Perceived entertainment value along with perceived usefulness and privacy concern predicted attitude, not perceived benefit. Neither attitude nor support was significantly associated with perceived risk which was predicted by privacy concern. Theoretical and practical implications of the results are discussed.

A Systematic Review of Risk Factors for Brain Metastases and Value of Prophylactic Cranial Irradiation in Non-Small Cell Lung Cancer

  • Sun, Dian-Shui;Hu, Li-Kuan;Cai, Ying;Li, Xiao-Mei;Ye, Lan;Hou, Hua-Ying;Wang, Cui-Hong;Jiang, Yu-Hua
    • Asian Pacific Journal of Cancer Prevention
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    • v.15 no.3
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    • pp.1233-1239
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    • 2014
  • Background: The incidence of brain metastases (BM) varies in patients with non-small cell lung cancer (NSCLC), calls into question the value of prophylactic cranial irradiation (PCI). It is possible that clinicopathologic characteristics are associated with the development of BM, but these have yet to be identified in detail. Thus, we conducted the present meta-analysis on risk factors for BM and the value of PCI in patients with NSCLC. Methods: Eligible data were extracted and the risk factors for BM and the value of PCI in patients with NSCLC were analyzed by calculating the pooled odds ratio (OR). Heterogeneity was detected using Q and I-squared statistics, and publication bias was tested by funnel plots and Egger's test. Results: Six randomized controlled trials with a focus on the value of PCI and 13 eligible studies with a focus on risk factors for BM were included. PCI significantly reduced the incidence of BM in patients with NSCLC (p=0.000, pooled OR=0.34, 95% confidence interval = 0.37-0.59). Compared with non-squamous cell carcinoma, squamous cell carcinoma was associated with a low incidence of BM in patients with NSCLC (p=0.000, pooled OR=0.47, 95% confidence interval =0.34-0.65). The funnel plot and Egger's test suggested that there was no publication bias in the current meta-analysis. Conclusions: This meta-analysis provides statistical evidence that compared with non-squamous cell carcinoma, squamous cell carcinoma can be used as a predictor for BM in patients with NSCLC, and PCI might reduce the incidence of BM in patients with NSCLC, but does not provide a survival benefit.

Prognostic Value of a Single Center Nutrition Screening Tool in Patients with Metastatic Cancer (전이암 환자에서 단일기관 영양검색 도구의 예후 가치)

  • Yoon, Sung Soo;Kim, Min Jin;Kim, Eun Hye;Lee, Jee Young;Yoon, Seong Woo
    • Journal of Korean Traditional Oncology
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    • v.24 no.2
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    • pp.1-11
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    • 2019
  • Objectives : We investigated whether a single center nutrition screening tool (Kyunghee Neo Nutrition Risk Screening, KNNRS) can predict survival in patients with metastatic cancer. Methods : We retrospectively reviewed data of inpatients with metastatic cancer from April 2016 to August 2019. Data on demographic and clinical parameters were collected from electronic medical records, and overall survival was estimated using the Kaplan-Meier method. Stepwise Cox regression analysis was used to determine factors associated with survival. Patients with a KNNRS score of 0 to 3 were classified as "no-risk", 4 to 10 as "low-risk", and 11 to 20 as "high-risk". Results : Total 105 patients were included in the study. According to nutritional screening at baseline, 25 patients (23.8%, median age 57.0) were classified as ""no risk"" group; 80 patients (76.2%, median age 68.5) as "low risk" group; No patients as "high risk" group. Predictors of survival were Eastern Cooperative Oncology Group Performance Status score of 3 or 4 (hazard ratio [HR] = 1.93; 95% confidence interval [CI] = 1.21-3.10), hemoglobin less than 10 g/dL (HR = 1.97; 95% CI = 1.25-3.10) and C-reactive protein more than 1.0 mg/dL (HR = 1.95; 95% CI = 1.21-3.13). Kaplan-Meier survival analysis showed significant differences in the survival between KNNRS groups: ""no risk"" group: 6.1 ± 1.4 months (95% CI = 3.37-8.83); ""low risk"" group: 3.4 ± 0.9 months (95% CI = 1.5-5.37). Conclusions : Nutritional status according to KNNRS wasn't significant predictor of survival for patients with metastatic cancer. Improvement of KNNRS score thresholds is needed.

The Relationships of the Clinical Practice Stress and the Major Satisfaction with the Nursing Professionalism of Nursing College Students (간호대학생의 임상실습 스트레스, 전공만족도 및 간호 전문직관의 관계)

  • Park, Hyun-Jung;Oh, Jae Woo
    • Journal of Digital Convergence
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    • v.12 no.12
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    • pp.417-426
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    • 2014
  • The present study investigates the relationships between clinical practice stress, major satisfaction, and nursing professionalism in nursing students, and aims to explore the direction of nursing education for the establishment of exemplary nursing professionalism in nursing college students. This correlational study involved 210 third- and fourth-year nursing students with clinical practice experience. Data were collected from April 1 to May 30, 2014. Data were analyzed using t-tests, correlation analyses, and regression analyses with SPSS Program 20.0. Also, AMOS were used for confirmatory factor analysis. Stress in clinical practice explained 30% of the variance in satisfaction with one's major, and was the strongest predictor of nursing professionalism, explaining 53% of the variance in the same. The results show the need for educational interventions to enhance students' perceived value of and satisfaction with nursing, as well as for structured and systematic educational programs that consider individual characteristics.

Clinical Factors Predictive of Metastases from Renal Cell Carcinomas

  • Widia, Fina;Hamid, Agus Rizal AH;Mochtar, Chaidir A;Umbas, Rainy
    • Asian Pacific Journal of Cancer Prevention
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    • v.17 no.9
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    • pp.4503-4506
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    • 2016
  • Background: Lymph node and distant metastases are known as the prognostic factor in renal cell carcinoma (RCC). Clinical parameters are needed to predict metastases preoperatively. The aim of this study was to assess clinical predictive factors for lymph node and distant metastases. Materials and Methods: We collected RCC data from January 1995 until December 2015 at Cipto Mangunkusumo hospital in Jakarta. We only reviewed data that had renal cell carcinoma histopathology by operation or biopsy. Clinical information such as patient age, gender, hemoglobin (Hb), erythrocyte sedimentation rate (ESR), and tumor size (clinical T stage) were reviewed and analyzed by Chi-squre and logistic regression to establish clinical predictive value. Results: A total of 102 patients were reviewed. There were 32 (31.4%) with lymph node metastases and 27 (26.5%) with distant metastases. Age, Hb and clinical T staging were associated with nodal metastases. However, only Hb and clinical T staging were found to be associated with distant metastases. By logistic regression, we found T3-4 in clinical T-stage to be the only predictor of nodal metastases (OR 5.14; 1.87 - 14.09) and distant metastases (OR 3.42; 1.27 - .9.23). Conclusions: Clinical T-stages of T3 and T4 according to The AJCC TNM classification could be used as independent clinical predictive factors for lymph node or distant metastases in patients with RCC.

Clinical relevance of Lgr5 expression in colorectal cancer patients

  • Kim, Young Joo;Kang, Dong Hyun;Song, Geum Jong;Ahn, Tae Sung;Son, Myoung Won;Lee, Moon Soo;Baek, Moo-Jun
    • Korean Journal of Clinical Oncology
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    • v.14 no.2
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    • pp.76-82
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    • 2018
  • Purpose: Lgr5 is a well-known stem cell marker in colorectal cancer (CRC). This retrospective study evaluated the expressions of Lgr5 in CRC specimens, and examined whether these expressions were associated with survival outcomes. Methods: We used immunohistochemistry to retrospectively examine expressions of Lgr5 in paraffin-embedded specimens from 337 patients with CRC between January 2009 and December 2013. All clinicopathologic data were collected by retrospective review based on medical records. The correlation between its expression and clinicopathological data as well as clinical outcomes of patients was analyzed. Results: Low expression and high expression of Lgr5 in 337 patients were 175 (51.9%) and 162 (48.1%), respectively. There was no statistically significant difference in the association of Lgr5 expression with clinicopathologic factors (age, tumor location, lymphatic invasion, vascular invasion, perineural invasion, TNM stage, and differentiation). In the survival analysis, the high expression group of Lgr5 showed a better prognosis than the low expression group in disease-free survival (P=0.044). However, overall survival was not significantly different between the two groups (P=0.087). In multivariate analysis, we found that high expression of Lgr5 was independent prognostic factor for tumor relapse (hazard ratio, 0.601; 95% confidence interval, 0.388-0.929; P=0.022). Conclusion: In present study, high expression of Lgr5 is an independent predictor of favorable prognosis in patients with CRC. So, further well designed, prospective, large scale studies are needed to examine the value of Lgr5 as a prognostic biomarker for CRC.