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Automatic Test Data Generation for Mutation Testing Using Genetic Algorithms (유전자 알고리즘을 이용한 뮤테이션 테스팅의 테스트 데이터 자동 생성)

  • 정인상;창병모
    • The KIPS Transactions:PartD
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    • v.8D no.1
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    • pp.81-86
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    • 2001
  • one key goal of software testing is to generate a 'good' test data set, which is consideres as the most difficult and time-consuming task. This paper discusses how genetic algorithns can be used for automatic generation of test data set for software testing. We employ mutation testing to show the effectiveness of genetic algorithms (GAs) in automatic test data generation. The approach presented in this paper is different from other in that test generation process requireas no lnowledge of implementation details of a program under test. In addition, we have conducted some experiments and compared our approach with random testing which is also regarded as a black-box test generation technique to show its effectiveness.

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Clinical efficacy and safety of lamotrigine monotherapy in newly diagnosed pediatric patients with epilepsy (간질 환아에서 Lamotrigine 초기 단독 요법의 효능 및 안정성에 대한 연구)

  • Han, Ji-Hye;Oh, Jung-Eun;Kim, Sun-Jun
    • Clinical and Experimental Pediatrics
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    • v.53 no.4
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    • pp.565-570
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    • 2010
  • Purpose : To verify the efficacy and safety of lamotrigine (LTG) monotherapy in newly diagnosed children with epilepsy. Methods : We prospectively enrolled 148 children who had undergone LTG monotherapy at our institution between September 2002 and June 2009. Twenty-nine patients were excluded: 19 due to incomplete data and 10 were lost to follow up. The data of the remaining 119 patients was analyzed. Results : We enrolled 119 pediatric epilepsy patients (aged 2.8-19.3 years; 66 males and 53 females) in this study. Out of 119 patients, 29 (25.2%) had generalized epilepsy and 90 (74.8%) had partial epilepsy. The responses of seizure reduction were as follows: Seizure freedom (no seizure attack for at least 6 months) in 87/111 (78.4%, n=111) patients; partial response (reduced seizure frequency compared to baseline) in 13 (11.7%) patients; and persistent seizure in 11 (9.9%) patients. The seizure freedom rate was in 81.6% in patients with partial seizure (75.9% for complex partial seizure and 90.9% for benign rolandic epilepsy) and 44.8% in patients with generalized epilepsy (30.0% for absence seizure, 35.7% for juvenile myoclonic epilepsy patients, and 100.0% for idiopathic generalized epilepsy patients). Adverse reactions were reported in 17 (14.3%) patients, and 8 patients (6.7%) discontinued LTG because of rash and tic. No patient experienced severe adverse reaction such as Stevens-Johnson syndrome. Conclusion : LTG showed excellent therapeutic response and had few significant adverse effects. Our findings report may contribute in promoting the use of LTG monotherapy in epileptic children.

The efficacy and safety of transcatheter closure of atrial septal defect with Amplatzer septal occluder in young children less than 3 years of age (3세 미만 심방중격결손 소아에서 Amplatzer 기구 폐쇄술의 안전성 및 효용성)

  • Lee, Soo Hyun;Choi, Deok Young;Kim, Nam Kyun;Choi, Jae Young;Sul, Jun Hee
    • Clinical and Experimental Pediatrics
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    • v.52 no.4
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    • pp.494-498
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    • 2009
  • Purpose : Applicability of transcatheter closure of atrial septal defect (ASD) has been expanded by accumulation of clinical experiences and evolutions of the device. This study was performed to evaluate the safety and efficacy of transcatheter closure of ASD with Amplatzer septal occluder (ASO) in young children less than 3 years of age. Methods : From May 2003 to December 2005, 295 patients underwent transcatheter closure of ASD with ASO in the Severance Cardiovascular Hospital, Yonsei University Health System. Among them, 51 patients less than 3 years of age were enrolled in this study. We investigated procedural success rate, rate of residual shunt, frequency of complications, procedure/fluoroscopy time, and need of modified techniques for device implantation. Results : The median age was 2.1 years and median body weight was 12 kg. Implantation of device was successful in 50 patients (98%). Seven patients (15%) showed a small residual shunt 1 day after the procedure, but complete occlusion had been documented at 6 month follow-up in all patients (100%). The pulmonary to systemic flow ratio (Qp/Qs), peak systolic pulmonary artery pressure, and peak systolic right ventricular pressure had decreased significantly after closure of ASD. There were 2 complications including device embolization (1, 2%) and temporary groin hematoma (1, 2%). Conclusion : Transcatheter closure of ASD with ASO can be performed with satisfactory results and acceptable risk even in young children less than 3 years of age. We could suggest that even in very young children with ASD, there is no need to wait until they grow to a sufficient size for the transcatheter closure.

Analysis of the effect on Road Network with Communication Failure Rate of C-ITS Information System for Rear-end Collision Avoidance (C-ITS 차량 추돌방지 지원 시스템의 통신 부하를 고려한 도로네트워크 영향 분석)

  • Kim, Jun-Yong;Kim, Jin-Tae
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.15 no.5
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    • pp.71-82
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    • 2016
  • Information System for rear-end collision avoidance is a unit service of C-ITS pilot project. Road environment that the number of vehicles at the same driving high-speed has a possibility that the communication delay or failure caused by heavy load of vehicle to vehicle communication. In this study, effects of the road network about a communication failure rate of information system for rear-end collision avoidance was analyzed quantitatively with micro traffic simulation. The simulation was carried out in situation that crash of two vehicles are occurred at merging area with speed limit 80km/h and information of collision is prvoided to the rear vehicle. From simulation results, it can confirm the trend of the increasing 14% of potential conflict according to 10% increasing of the communication failure rate. C-ITS service has a goal of increasing safety. The coommunication failure rate increases due to heavy load of vehicle causes a fatal result in road safety administrator position. For the success of C-ITS project, a communication system developers side should perform the effort to reduce the communication failure rate.

AN OBSERVATIONAL MULTI-CENTER STUDY FOR EVALUATION OF EFFICACY, SAFETY AND PARENTAL SATISFACTION OF METHYLPHENIDATE-OROS IN CHILDREN WITH ADHD (주의력결핍과잉운동장애 아동에게 Methylphenidate-OROS 투여시 효용성과 안전성 및 부모 만족도를 평가하기 위한 다기관관찰연구)

  • Kim, Bong-Seog;Park, Eun-Jin
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.16 no.2
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    • pp.279-285
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    • 2005
  • Objectives : This study was performed to evaluate the efficacy and safety of MPH-OROS and parental satisfaction for treatment of children with ADHD Method : The 569 participants were clinically diagnosed for ADHD using DSM-IV criteria. We switched current medication to MPH-OROS or introduced MPH-OROS for treatment of ADHD. We assessed the clinical global impression severity of illness (CGI-S), the clinical global impression severity of improvement(CGI-I). And the parents of participants measured the Korean version of Conners rating scale at baseline, the 1 st week and the 3rd week after MPH-OROS trial. At the 3rd week, the parents measured the parent satisfaction questionnaire. Results : $13\%$ of participants dropped out because of several causes including side effects. The change of CGI-S was significantly decreased. Using CGI-I, the improvement was $72.3\%$ at the 1st week and $87.4\%$ at the 3rd week. The total score of the Korean version of Conners parent rating scale was significantly decreased. The participants complaining one or more of side effects were 119$(20.7\%)$, and the most common side effect was anorexia. The $94\%$ of parents replied that they were overall satisfied with MPH-OROS trial. Also the advantages of MPH-OROS of parental report were the long duration of the drug, the improvement of schoolwork and attitude, the improvement of home behavior and homework and the improvement of overactivity. Conclusion : MPH-OROS is effective and well-tolerated in actual clinical use for ADHD.

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Clinical Comparison of Influenza A and B Virus Infection in Hospitalized Children (소아 입원환자에서의 A형 및 B형 인플루엔자 임상 비교)

  • Jung, Seungwon;Lee, Joon Hee;Kang, Jin Han;Lee, Hak Sung;Choi, Jae Won;Ma, Sang Hyuk;Lee, Jaywon
    • Pediatric Infection and Vaccine
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    • v.24 no.1
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    • pp.23-30
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    • 2017
  • Purpose: The objective of this study was to compare the clinical characteristics of influenza A and B infections and analyze the effect of oseltamivir in hospitalized children. Methods: We investigated children under the age of 15, who were diagnosed with influenza A/H1N1, A/H3N2, or B from January to April 2014. The subjects were admitted to the Changwon Fatima Hospital and diagnosed using a rapid antigen test from nasopharyngeal swabs. The medical records of the patients were retrospectively reviewed. Results: A total of 302 pediatric patients with influenza were enrolled. Influenza B infection was the most common type (n=187, 61.9%), followed by A/H3N2 (n=100, 33.1%) and A/H1N1 (n=15, 5.0%). Compared to patients diagnosed with influenza A, patients diagnosed with influenza B were older (P=0.005), and the duration of fever was significantly longer (P=0.001). A total of 161 patients (53.3%) had been vaccinated against influenza during the season, before admission. Among the patients infected with A/H3N2 and B, the duration of fever was shorter in oseltamivir recipients compared to oseltamivir non-recipients (P=0.026 and P=0.004, respectively). Conclusions: There were significant differences between influenza A and B groups in terms of age, demographics, and clinical course. Although the effectiveness of oseltamivir on influenza differs according to the type of influenza, our data provides evidence that oseltamivir is beneficial for both A and B infections.

The Effectiveness of Arthroscopy in Complicated Knee Arthroplasty (합병증이 병발된 슬관절 치환술에 시행한 관절경술의 효용성)

  • Kim, Kyung-Tae;Lee, Song;Ko, Dong-Oh;Kim, Kwan-Soo;Kim, Tae-Woo;Park, Soon-Youl
    • Journal of the Korean Arthroscopy Society
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    • v.13 no.1
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    • pp.39-45
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    • 2009
  • Purpose: To investigate the outcome of arthroscopic treatment for the complications of knee arthroplasty and to evaluate the effectiveness of arthroscopy. Materials and Methods: We analyzed 25 patients who underwent arthroscopy to treat complications of knee arthroplasty between May 1992 and June 2008. Nineteen cases out of 25 had total knee arthroplasty (TKA) and the remaining 6 cases had unicompartmental knee arthroplasty (UKA). Before arthroscopy, physical examinations and radiographic evaluations were carried out to find out the causes of complications. Joint fluid aspiration and hematologic evaluation were added when infection was suspected. Results: Among the diagnosis at the time of arthroscopy, there were 11 cases of infection, 6 cases of stiffness due to adhesion and fibrosis, and 2 cases of soft tissue impingement in the cases of TKA. Among the cases of UKA, one for each case of meniscal tear, subluxation of mobile insert, hemarthrosis, cement loose body, soft tissue impingement, and stiff knee was found. Nine out of 11 patients who had infection were treated successfully with arthroscopy but the remaining 2 cases underwent revision arthroplasty. Seven patients with arthrofibrosis had improved range of motion from $65^{\circ}$ preoperatively to $105^{\circ}$ postoperatively. The others also showed successful results after arthroscopy. Conclusion: Arthroscopy to treat complications after knee arthroplasty was a safe and effective method when appropriate selection of patients was made.

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Estimating Quality Adjusted Life Year Loss of Persons Disabled by Stroke Using EQ-5D in Korea (EQ-5D를 이용한 뇌졸중 장애인의 질보정수명 감소분 추정)

  • Jo, Min-Woo;Kim, Sang-Kyu;Lee, Jin-Yong;Lee, Kyeong-Soo
    • Journal of agricultural medicine and community health
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    • v.36 no.2
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    • pp.120-129
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    • 2011
  • The purposes of this study were to measure health related quality of life (HRQOL) of persons disabled by stroke dwelling in Gyeongju-si using EQ-5D and to estimate total QALYs loss of persons disabled by stroke in Korea. The eligible subjects were 982 persons with stroke aged 50 and over in Gyeongju-si disabled registry, as of March, 2008. Interviewers measured HRQOL of study subjects using EQ-5D. EQ-5D index, utility weight, was derived from the Korean valuation set. In order to compare the results of this study, we selected two comparison groups representing Korean healthy population and general population of Korean using the 4th Korean National Health & Nutrition Examination Survey. Finally, after age and gender standardization, we estimated the total QALYs losses of persons disabled by stroke in Korea. Of 982 eligible subjects, 566 persons participated in the survey (response rate: 57.6%). In both of female and male, utility weights in the 70s or 80s were lower than those of the 50s or 60s. Utility weights differences among persons with disability, general population, and healthy population in male were larger than those differences in female. Total estimated QALY losses of persons disabled by stroke were 67,011.6 QALYs lower than healthy control group and 54,167.1 QALYs lower than general population, respectively.

Efficacy and safety of oxcarbazepine in epileptic children (소아 간질 환자에서 oxcarbazepine의 효용성과 안전성)

  • Shin, Hye Kyung;Lee, Yoon;Lee, Jee-Yeon;Choi, Wooksun;Eun, So-Hee;Eun, Baik-Lin;Hong, Young Sook;Lee, Joo Won
    • Clinical and Experimental Pediatrics
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    • v.51 no.2
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    • pp.162-169
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    • 2008
  • Purpose : Oxcabarzepine (OXC), newly recommended antiepileptic drug, has been prescribed for patients with partial seizures and generalized tonic clonic seizures in Korea from 1999. There are limited reports about an efficacy of OXC therapy in epileptic children in Korea. This study evaluated the efficacy and safety of OXC in the light of our experience. Methods : The patients, who had visited the pediatric neurology clinic of Korea University Guro Hospital from January 2001 to December 2006, were included. The data of 144 patients who were administrated OXC as monotherapy or polytherapy, was summarized retrospectively and we evaluated the efficacy and safety of OXC. Results : After 6 months of OXC therapy, 77 patients (53.5%, n=144) achieved seizure freedom, 48 patients (33.3%) experienced >50% improvement. After 12 months of OXC therapy, cessation of seizure was observed in 88 patients (61.1%, n=133), and 27 patients (18.8%) manifested an improvement. Monotherapy group showed superior efficacy to polytherapy one. The frequent side effects of OXC were drowsiness (20.1%), headache (12.5%), dizziness (9.7%) and rash (8.3%). They did not related to patient's age or sex, and dosage of OXC. Twenty four patients (16.7%) experienced hyponatremia, but which were neither symptomatic nor significant one. Conclusion : The efficacy and safety of OXC in our patients were excellent and had less significant side effects than established international one. We expect this report contributes toward OXC therapy in epileptic children.

The Utility of Fibrin Sealant and Safety of Thyroid Surgery without Drainage (배액관을 삽입하지 않은 갑상선수술의 안전성과 섬유소응고제의 유용성)

  • Lee, Kyeng-Suk;Youn, Jin;Kim, Mun-Jun;Yang, Yun-Su;Hong, Ki-Hwan
    • Korean Journal of Head & Neck Oncology
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    • v.28 no.1
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    • pp.8-11
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    • 2012
  • 배경 및 목적 : 섬유소 응고제(fibrin sealants)는 다양한 두경부수술에서 지혈목적으로 사용되고 있다. 본 연구의 목적은 배액관을 삽입하지 않는 갑상선 수술에서 섬유소 응고제의 효용성과 안정성을 알아보고자 하였다. 재료 및 방법 : 최근 1년간 108명의 갑상선 수술환자 중에서 수술 후 배액관의 삽입없이 수술을 받은 103명의 환자를 대상으로 하여 임상적인 특징을 분석하였다. 결과 : 103명의 대상환자 중에서 남성은 16예, 여성은 87예였다. 대상환자의 평균연령은 $46.7{\pm}13.0$세였고, 연령분포는 17세에서 72세였다. 갑상선 종물의 평균크기는 $2.08{\pm}1.61cm$였고, 종물의 크기는 최소 0.2cm에서 최대 10.0cm까지의 분포를 보였다. 수술에는 갑상선 엽절제술이 5예, 갑상선반절제술이 41예, 아갑상선 절제술이 8예, 갑상선 전절제술이 6예, 갑상선 전절제술과 중심경부림프절 절제술이 37예, 갑상선 전절제술과 선택적경부림프절 절제술이 6예가 있었다. 수술 후 합병증은 11예(10.6%)에서 발생하였고, 발생한 합병증으로는 장액성종창이 3예, 혈종이 1예, 일측성 성대마비가 3예, 저칼슘혈증이 4예 있었다. 성대마비는 수술 후 3개월 이내에 모두 호전되었고, 장액성 종창은 반복적인 세침흡인으로 호전되었다. 1예의 혈종은 지연성으로 발생하였고, 수술 후 5일째에 수술을 통해 제거하였다. 결론 : 이러한 결과에 근거하여 갑상선 수술에서 섬유소 응고제의 사용은 다양한 갑상선 수술에서 효과적인 지혈과 함께 안전하게 사용될 수 있으며, 배액관의 삽입을 감소시켜 줄 수 있을 것으로 생각된다.