Since the hospital bankruptcy rate is increasing, it has been an important issue to predict the bankruptcy of hospital using the existing hospital management information. Fortunately, the implementation of data mining methodology and decision support system(DSS) are becoming popular. Therefore, this study developed the statistical software for predicting hospital bankruptcy using data mining tool. Stepwise procedures were taken as follows: 1) adopting the HGLM and Logit Models; 2) implementing the input and output processes; 3) linking to the iBITs interface, the data miming tool; and 4) evaluating the software by fitting the hospital management data in practice. The software is written in Visual C++ 5.0 under windows NT/95, and allows the interconnection with other interfaces and libraries. This program initiates encouragement of implementation of DSS models using data mining methodology, in health care fields. This kind of software will play a pivotal role in improving the efficiency and adequacy of managing health care institutions.
Bankruptcy* ; Data Mining* ; Delivery of Health Care ; Logistic Models ; Models, Statistical

No abstract available.
Fluconazole* ; Tinea Capitis* ; Tinea*

No abstract available.
Animals ; Cricetinae* ; Macrophage Activation* ; Macrophages* ; Macrophages, Peritoneal* ; Mice* ; Nitric Oxide ; Phagocytosis

Objective: This study was evaluated the behavior intention of emergency medicine residents before and after education using a vignette case about professionalism, particularly in physician impairment. The residents’ reaction to this type of education was evaluated. Methods: Thirty-four residents from five teaching hospitals participated in this education program consisting of lecture and discussion using cases. They wrote their behavioral intention and their opinions before and after education. Their satisfaction and reaction to the education experience were also collected. Results: The frequencies of the common reasons for the action or the basis of the judgment, concerns during decision making, and desired help were similar, but their action decisions changed into more systemic and reasonable ones after the education. They had fewer learning experiences of non-clinical skills and were satisfied with this type of professionalism education. Furthermore, they felt the importance and educational needs of professionalism beyond this topic and would cope with similar problem situations the way they learned in this education. Conclusion In the professionalism education using the case discussion of impairment and self-monitoring, little had changed in the participants’ reasons for the action, concerns when decision making, and desired help, but their behavior intentions changed as they learned. This study provided the opportunity to recognize the importance of professionalism, patient safety, and peer relationship. Small group discussions using the vignette case can be suggested to provide professionalism education for the emergency medicine residents.

Objective: This study was evaluated the behavior intention of emergency medicine residents before and after education using a vignette case about professionalism, particularly in physician impairment. The residents’ reaction to this type of education was evaluated. Methods: Thirty-four residents from five teaching hospitals participated in this education program consisting of lecture and discussion using cases. They wrote their behavioral intention and their opinions before and after education. Their satisfaction and reaction to the education experience were also collected. Results: The frequencies of the common reasons for the action or the basis of the judgment, concerns during decision making, and desired help were similar, but their action decisions changed into more systemic and reasonable ones after the education. They had fewer learning experiences of non-clinical skills and were satisfied with this type of professionalism education. Furthermore, they felt the importance and educational needs of professionalism beyond this topic and would cope with similar problem situations the way they learned in this education. Conclusion In the professionalism education using the case discussion of impairment and self-monitoring, little had changed in the participants’ reasons for the action, concerns when decision making, and desired help, but their behavior intentions changed as they learned. This study provided the opportunity to recognize the importance of professionalism, patient safety, and peer relationship. Small group discussions using the vignette case can be suggested to provide professionalism education for the emergency medicine residents.

Purpose: This study was conducted to determine the malignancy risk and diagnostic value of various types of nonshadowing echogenic foci (NEF) in the risk stratification of thyroid nodules. Methods: A total of 1,018 consecutive thyroid nodules (≥1 cm) with final diagnoses were included. The presence of NEF was determined and types of NEF were classified according to the presence of a comet tail artifact (CTA), location, and size through a prospective evaluation. The associations with malignancy, malignancy risk, and diagnostic value of various types of NEF were assessed. Results: Intrasolid punctate NEF without CTA was the only type of NEF that was an independent predictor of malignancy (P<0.001). The malignancy risk of intrasolid punctate NEF without CTA was substantially higher in solid hypoechoic nodules than in isoechoic or nonsolid nodules (71.3% vs. 9.2%, P<0.001). In solid hypoechoic nodules, slightly increased sensitivity (70.8% vs. 67.9%) for malignancy and a similar malignancy risk (71.4% vs. 71.3%) were observed for intrasolid punctate NEF (with or without CTA) and intrasolid punctate NEF without CTA, respectively. NEF with CTA at the margin of the cystic component was not associated with malignancy or benignity in nonsolid nodules (P>0.05). Conclusion Intrasolid punctate NEF without CTA was the only independent predictor of malignancy. However, solid hypoechoic nodules with intrasolid punctate NEF should be classified as high-suspicion nodules regardless of coexisting CTA. Other types of NEF had no added value for detecting malignancy compared to intrasolid punctate NEF without CTA.

PURPOSE: In this study, the etiology and the change of clinical characteristics of hyponatremia, in relation to the increased used of thiazide diuretics, have been assessed. METHODS: To perform a retrospective cohort study, a total sum of 322 patients who have been admitted in a single tertiary referral hospital between 2004 and 2009, were included. RESULTS: The most common cause of hyponatremia was due to thiazide diuretics (37.6%). Among the 121 patients who suffered from thiazide induced hyponatremia, 60 (48.0%) patients took combination thiazide. The incidence of hyponatremia has shown a tendency to increase from 2004 to 2009 (trend test, p<0.001). The incidence of hyponatremia due to the use of combination types has also increased (trend test, p<0.001). Thiazide induced hyponatremia showed no difference when compared to hyponatremia due the other causes, except the fact that the portion of female patients was higher (73.6% vs 64.6%, p<0.001), mean age was older (74.7 vs 69.9 years-old, p<0.001), and incidence of cerebrovascular accident was also higher (19.8% vs 6.5%, p<0.001). CONCLUSION: The use of thiazide is increasing and hence thiazide-induced hyponatremia is also increasing. This is thought to be particularly related to the increase of thiazide-combined drugs. Thiazideinduced hyponatremia shows a higher incidence in old age, female sex and those who have a history of a cerebrovascular event. Hence more caution is needed when using thiazide diuretics as antihypertensives, and plasma sodium levels should be monitored carefully.
Antihypertensive Agents ; Cohort Studies ; Diuretics ; Female ; Humans ; Hyponatremia ; Incidence ; Plasma ; Retrospective Studies ; Sodium ; Sodium Chloride Symporter Inhibitors ; Stroke ; Tertiary Care Centers

Associations between body mass index (BMI), body fat percentage (BF%), and health risks differ between Asian and European populations. BMI is commonly used to diagnose obesity; however, its accuracy in detecting adiposity in Koreans is unknown. The present cross-sectional study aimed at assessing the accuracy of BMI in determining BF%-defined obesity in 6,017 subjects (age 20-69 yr, 43.6% men) from the 2009 Korean National Health and Nutrition Examination Survey. We assessed the diagnostic performance of BMI using the Western Pacific Regional Office of World Health Organization reference standard for BF%-defined obesity by sex and age and identified the optimal BMI cut-off for BF%-defined obesity using receiver operating characteristic curve analysis. BMI-defined obesity (> or =25 kg/m2) was observed in 38.7% of men and 28.1% of women, with a high specificity (89%, men; 84%, women) but poor sensitivity (56%, men; 72% women) for BF%-defined obesity (25.2%, men; 31.1%, women). The optimal BMI cut-off (24.2 kg/m2) had 78% sensitivity and 71% specificity. BMI demonstrated limited diagnostic accuracy for adiposity in Korea. There was a -1.3 kg/m2 difference in optimal BMI cut-offs between Korea and America, smaller than the 5-unit difference between the Western Pacific Regional Office and global World Health Organization obesity criteria.
Adipose Tissue/*physiology ; Adiposity/*physiology ; Adult ; Aged ; *Body Mass Index ; Cross-Sectional Studies ; Female ; Humans ; Male ; Middle Aged ; Nutrition Surveys ; Obesity/*diagnosis ; ROC Curve ; Reference Standards ; Republic of Korea ; Young Adult

Associations between body mass index (BMI), body fat percentage (BF%), and health risks differ between Asian and European populations. BMI is commonly used to diagnose obesity; however, its accuracy in detecting adiposity in Koreans is unknown. The present cross-sectional study aimed at assessing the accuracy of BMI in determining BF%-defined obesity in 6,017 subjects (age 20-69 yr, 43.6% men) from the 2009 Korean National Health and Nutrition Examination Survey. We assessed the diagnostic performance of BMI using the Western Pacific Regional Office of World Health Organization reference standard for BF%-defined obesity by sex and age and identified the optimal BMI cut-off for BF%-defined obesity using receiver operating characteristic curve analysis. BMI-defined obesity (> or =25 kg/m2) was observed in 38.7% of men and 28.1% of women, with a high specificity (89%, men; 84%, women) but poor sensitivity (56%, men; 72% women) for BF%-defined obesity (25.2%, men; 31.1%, women). The optimal BMI cut-off (24.2 kg/m2) had 78% sensitivity and 71% specificity. BMI demonstrated limited diagnostic accuracy for adiposity in Korea. There was a -1.3 kg/m2 difference in optimal BMI cut-offs between Korea and America, smaller than the 5-unit difference between the Western Pacific Regional Office and global World Health Organization obesity criteria.
Adipose Tissue/*physiology ; Adiposity/*physiology ; Adult ; Aged ; *Body Mass Index ; Cross-Sectional Studies ; Female ; Humans ; Male ; Middle Aged ; Nutrition Surveys ; Obesity/*diagnosis ; ROC Curve ; Reference Standards ; Republic of Korea ; Young Adult

Jacobsen syndrome is a clinical disorder characterized by a deletion of the terminal band 11q23. The features of the syndrome include growth retardation, psychomotor retardation, trigonocephaly, downward slanting palpabral fissures, retrognathia, micrognathia, hammer toes, thrombocytopenia and cardiac abnormalities. The disorder was first observed by Jacobsen in 1973. We herein report a case of Jacobsen syndrome in male premature neonate born with trigonocephaly, facial dysmorphism, cardiac defects and thrombocytopenia. The chromosomal study revealed 46, XY, del(11)(q23). The thrombocytopenia improved spotaneously by 3 months of age. The infant underwent a palliative operation for Tetralogy of Fallot at 11 months of age. A brief review of literature is included.
Craniosynostoses ; Hammer Toe Syndrome ; Humans ; Infant ; Infant, Newborn ; Jacobsen Distal 11q Deletion Syndrome* ; Male ; Retrognathia ; Tetralogy of Fallot ; Thrombocytopenia