• 제목/요약/키워드: Retrospective Statistical Analysis

검색결과 272건 처리시간 0.024초

흉추 및 요추 압박골절 환자의 통증 감소에 대한 한의학적 치료 효과 : 후향적 관찰연구 (Effects of Korean Medicine Treatments on Pain Reduction of Thoracolumbar Compression Fracture Patients : A Restrospective Observational Study)

  • 오승준;조동찬;이옥진;이은정
    • 동의생리병리학회지
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    • 제32권4호
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    • pp.283-290
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    • 2018
  • The aim of the study was to investigate the effect of Korean medicine treatments on pain reduction of thoracolumbar compression fracture patients. We analysed 48 patients who have been diagnosed as thoracolumbar compression fracture on Computed Tomography(CT) or Magnetic Resonance Imaging(MRI) scan and had admitted to Dunsan Korean Medical hospital from January 1,2014 to April 4, 2017. The analysis was conducted as retrospective study which analyzes patient's medical records. Statistical analysis was performed using the IBM SPSS statistics 24 program. We used Visual Analog Scale(VAS) and pain reduction scale to evaluate pain reduction of patients. The result showed that there were statistically significant pain reduction on thoracolumbar compression fracture patients treated with korean medicine treatments. In conclusion, we found that the korean medicine treatments showed positive effect on pain reduction of thoracolumbar compression fracture patients.

Data Mining for High Dimensional Data in Drug Discovery and Development

  • Lee, Kwan R.;Park, Daniel C.;Lin, Xiwu;Eslava, Sergio
    • Genomics & Informatics
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    • 제1권2호
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    • pp.65-74
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    • 2003
  • Data mining differs primarily from traditional data analysis on an important dimension, namely the scale of the data. That is the reason why not only statistical but also computer science principles are needed to extract information from large data sets. In this paper we briefly review data mining, its characteristics, typical data mining algorithms, and potential and ongoing applications of data mining at biopharmaceutical industries. The distinguishing characteristics of data mining lie in its understandability, scalability, its problem driven nature, and its analysis of retrospective or observational data in contrast to experimentally designed data. At a high level one can identify three types of problems for which data mining is useful: description, prediction and search. Brief review of data mining algorithms include decision trees and rules, nonlinear classification methods, memory-based methods, model-based clustering, and graphical dependency models. Application areas covered are discovery compound libraries, clinical trial and disease management data, genomics and proteomics, structural databases for candidate drug compounds, and other applications of pharmaceutical relevance.

Comparison of Costochondral Graft and Customized Total Joint Reconstruction for Treatments of Temporomandibular Joint Replacement

  • Lee, Woo-Young;Park, Young-Wook;Kim, Seong-Gon
    • Maxillofacial Plastic and Reconstructive Surgery
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    • 제36권4호
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    • pp.135-139
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    • 2014
  • Purpose: We review published research on temporomandibular joint (TMJ) total replacement that compares costochondral graft and customized total joint reconstruction (especially TMJ concepts), focusing on effectiveness. Methods: We searched PubMed databases, including prospective, retrospective, case-control or longitudinal studies and significant statistical analysis. In data analysis, we divided outcomes into 'Acceptable' or 'Non-acceptable'. Results: There were seven articles found dealing with costochondral graft and 180 patients. The majority of patients had satisfactory treatment outcomes (n=109, 61%). There were six articles including 275 patients using the alloplastic material TMJ concepts. Almost all patients had satisfactory treatment outcomes (n=261, 95%). Conclusion: Comparing customized total joint reconstruction with costochondral graft, use of TMJ concepts resulted in increased quality of life and fewer complications. In conclusion, we judged that alloplastic material such as TMJ concepts is more effective device in total joint replacement than costochondral graft.

리스프랑 관절 골절 및 탈구의 수상 기전과 치료 방법에 따른 임상적 결과와 예후 분석 (Analysis of Clinical Outcome and Prognosis for Lisfranc Joint Fracture and Dislocation according to the Injury Mechanism and Treatment Method)

  • 박현우;이형석
    • 대한족부족관절학회지
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    • 제18권3호
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    • pp.124-128
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    • 2014
  • Purpose: The purpose of this study was to assess the treatment outcomes and prognosis of Lisfranc joint fracture and dislocation according to the mechanism of injury and treatment method. Materials and Methods: Twenty six patients with Lisfranc fracture-dislocation who had been treated surgically were included in this retrospective study. The patients were divided into two groups according to mechanism of injury: direct crushing injury (16 patients) and indirect rotational or compressive injury (10 patients). The patients were also divided into three groups according to the surgical methods. The parameters used were radiographic evaluation, patients' subjective satisfaction levels, length of hospital stay, and the American Orthopaedic Foot and Ankle Society (AOFAS) midfoot score. Statistical analysis was performed. Results: The mean postoperative AOFAS midfoot score was 78.7. The mean length of stay was 39.6 days. Statistically significant differences in subjective satisfaction, AOFAS midfoot score, and length of hospital stay were observed between the two groups (p<0.05). However, no significance differences were observed between the three groups who were divided according to the different surgical methods (p>0.05). Conclusion: Mechanism of trauma and the severity of soft-tissue injury were significant prognostic factors affecting the surgical outcomes of Lisfranc joint fracture and dislocation.

Cystic lesion between a deciduous tooth and the succeeding permanent tooth: a retrospective analysis of 87 cases

  • Changmo, Sohn;Jihye, Ryu;Inhye, Nam;Sang-Hun, Shin;Jae-Yeol, Lee
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • 제48권6호
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    • pp.342-347
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    • 2022
  • Objectives: The purpose of this study is to investigate the characteristics of dentigerous and radicular cysts that occur between deciduous and succeeding permanent teeth and to propose considerations for differential diagnosis of cysts at the treatment planning stage in the outpatient clinic. Materials and Methods: A total of 87 patients with a cystic lesion located between a deciduous tooth and the succeeding permanent tooth participated in the study. Twelve variables were analyzed to diagnose such a cyst. For data analysis, Fisher's exact test was used to determine the statistical significance of the variables. Results: Of the total 87 patients who participated in this study, 69 were diagnosed with dentigerous cysts and 18 were diagnosed with radicular cysts. Seven of the 12 differential factors analyzed in this study were statistically significant: age, location, symptoms, dental caries, endodontic treatment, delayed eruption, and size. Conclusion: Several criteria can be considered for diagnosis of dentigerous cysts or radicular cysts. Age, location, presence of symptoms and dental caries, previous endodontic treatment, cystic size, and delayed eruption of impacted permanent teeth are reliable factors that should be considered when diagnosing dentigerous and radicular cysts.

소아에서 발생한 갑상설관낭종의 재발에 영향을 미치는 위험인자 (Risk Factors Affecting Recurrence of Thyroglossal Duct Cyst in Children)

  • 정희경;박진영
    • Advances in pediatric surgery
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    • 제17권1호
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    • pp.35-44
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    • 2011
  • Thyroglossal duct cysts (TGDC) are the most common type of congenital developmental anomaly encountered in the anterior midline of the neck in childhood. The aim of the study was to evaluate the clinical characteristics of TGDC and identify any factors that could be related to recurrence after surgery. This study consisted of a retrospective chart review of 45 patients treated at Kyungpook National University Hospital for TGDC between 1990 and 2008. All records were reviewed for age and sex, length of history, presentation, diagnostic methods, sizes and locations of cyst, surgical management, histopathology of the lesion and recurrences. The statistical analysis of risk factors for recurrence was made using the Fisher's exact test with a significance level of p (0.05. The male to female ratio was 2.2:1 with a male preponderance. The mean age at operation was 5 years and 2 months (4 months - 17 years). The most common presenting symptom was a nontender cervical mass (78 %). Most TGDC were found in the midline position. Twenty four were infrahyold, 17 were hyoid, and 4 were suprahyoid level. Forty one (91 %) patients received the Sistrunk operation, and 4(9 %) patients received Cyst excision. Postoperative a seroma developed in six patients in the early postoperative days. There were a total of 3(6.6 %) recurrences, 2 in patients who had excision only and in one patient who had the Sistrunk operation. Univariate analysis for risk factors with recurrence showed that there was no statistical relationship between the presence of preoperative infection and the development of recurrence. The removal of hyoid bone along with TGDC was a statistically significant risk factor for recurrent disease. This study suggests that the Sistrunk operation Is the treatment of choice for TGDC in order to reduce recurrence.

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임신 중 교통사고로 한방 치료를 받은 입원 환자에 대한 후향적 분석 (A Retrospective Analysis of Inpatients who Received Traditional Korean Medicine Treatment after a Traffic Accident during Pregnancy)

  • 윤희재;유정은
    • 대한한방부인과학회지
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    • 제34권2호
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    • pp.31-47
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    • 2021
  • Objectives: This study aimed to report the effectiveness and outcome on the prognosis of pregnancy of traditional Korean medicine treatment for inpatients who had a traffic accident during pregnancy. Methods: The study is conducted by analyzing the medical records of hospitalized patients in a Korean medicine hospital. Seventy-six pregnant patients who got into car accidents from March 2015 to February 2020 were included. We performed statistical analysis by using Statistical Package for the Social Sciences(SPSS) ver. 25.0. To verify the effect of traditional Korean medicine treatment for traffic accidents during pregnancy, we analyzed improvement of symptoms. Also, we analyzed the prognosis of pregnancy and signs of premature birth or miscarriage during treatment to verify the applicability of traditional Korean medicine treatment for traffic accidents during pregnancy. Results: Among the symptoms of pain, there was a statistically significant decrease in lower back pain, post neck pain, headache, pelvic pain, knee pain, lower limb pain, wrist pain, and upper limb pain. Other systemic symptoms showed statistically significant improvement in nausea, abdominal pain, dizziness, and lower limb numbness. All confirmed cases reported normal pregnancy maintenance and delivery, and no miscarriage was reported. Two cases that showed signs of premature birth or miscarriage during treatment were unrelated or unclear with traditional Korean medicine treatment. Conclusions: Traditional Korean medicine treatment is effective and applicable for pregnant women injured by traffic accidents. Further studies are needed to identify the effectiveness and safety of traditional Korean medicine treatment for the sequelae of traffic accidents during pregnancy.

Adult Trauma Patients with Isolated Thoracolumbar Spinous and Transverse Process Fractures May be Managed Conservatively to Improve Emergency Department Throughput

  • Awad, Kyrillos;Spencer, Dean;Ramakrishnan, Divya;Pejinovska, Marija;Grigorian, Areg;Schubl, Sebastian;Nahmias, Jeffry
    • Journal of Trauma and Injury
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    • 제34권1호
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    • pp.31-38
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    • 2021
  • Purpose: Traumatic vertebral injuries have a prevalence of 4-5% at level I centers. Studies have demonstrated that isolated thoracolumbar transverse process fractures (iTPF) rarely require brace or surgical interventions. We hypothesized that similarly isolated thoracolumbar spinous process fractures (iSPF) would have less need for bracing and operative interventions than SPFs with associated vertebral body (VB) fractures (SPF+VB). We performed a similar analysis for iTPF compared to transverse process fractures associated with VB injury (TPF+VB). Methods: In this single-center, retrospective study from 2012 to 2016, patients were classified into iSPF, SPF+VB, iTPF, and TPF+VB groups. Data including the fracture pattern, neurologic deficits, and operative intervention were obtained. The primary outcome studied was the need for bracing and/or surgery. A statistical analysis was conducted. Results: Of 98 patients with spinous process fractures, 21 had iSPF and 77 had SPF+VB. No iSPF patients underwent surgery, whereas 24 (31.17%) SPF+VB patients did undergo surgery (p=0.012). In the iSPF group, three patients (15%) received braces only for comfort, whereas 37 (48.68%) of the SPF+VB group required bracing (p=0.058). Of 474 patients with transverse process fractures, 335 had iTPF and 139 had TPF+VB. No iTPF patients underwent surgery, whereas 28 (20.14%) TPF+VB patients did (p≤0.001). Of the iTPF patients, six (1.86%) were recommended to receive braces only for comfort, while 68 (50.75%) of the TPF+VB patients required bracing (p<0.001). Conclusions: No patients with iSPF or iTPF required surgical intervention, and bracing was recommended to patients in these groups for comfort only. It appears that these injures may be safely managed without interventions, calling into question the need for spine consultation.

Effect of tranexamic acid on blood loss reduction in patients undergoing orthognathic surgery under hypotensive anesthesia: a single-center, retrospective, observational study

  • Keisuke Harada;Noritaka Imamachi;Yuhei Matsuda;Masato Hirabayashi;Yoji Saito;Takahiro Kanno
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • 제50권2호
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    • pp.86-93
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    • 2024
  • Objectives: Orthognathic surgery is a surgical procedure performed by intraoral approach with established and safe techniques; however, excessive blood loss has been reported in rare cases. In response, investigative efforts to identify methods to reduce the amount of blood loss have been made. Among such methods, the administration of tranexamic acid was reported to reduce the amount of intraoperative blood loss. However, few studies to date have reported the effect of tranexamic acid in orthognathic surgery under hypotensive anesthesia. The present study aimed to investigate the effect of the administration of tranexamic acid on intraoperative blood loss in patients undergoing bimaxillary (maxillary and mandibular) orthognathic surgery under hypotensive anesthesia. Patients and Methods: A total of 156 patients (mean age, 27.0±10.8 years) who underwent bimaxillary orthognathic surgery under hypotensive anesthesia performed by the same surgeon between June 2013 and February 2022 were included in this study. The following data were collected from the medical records of each patient: background factors (age, sex, and body mass index), use of tranexamic acid, surgical procedures, previous medical history, duration of surgery, American Society of Anesthesiology physical status findings before surgery, intraoperative blood loss as a primary outcome, in-out balance, and blood test results. Descriptive statistics were calculated for statistical analysis, and a t-test and the chi-squared test were used for between-group comparisons. Group comparisons were performed after 1:1 propensity score matching to adjust for confounding factors. Statistical significance was set at P<0.05. Results: Comparison between the groups based on the use of tranexamic acid revealed a significant difference in operation time. Propensity score matching analysis revealed that intraoperative blood loss was significantly lower in the tranexamic acid group. Conclusion: The administration of tranexamic acid was effective in reducing intraoperative blood loss in patients undergoing bimaxillary orthognathic surgery under hypotensive anesthesia.

한반도 적설심 재분석자료의 오차 및 불확실성 평가 (Evaluation of bias and uncertainty in snow depth reanalysis data over South Korea)

  • 전현호;이슬찬;이양원;김진수;최민하
    • 한국수자원학회논문집
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    • 제56권9호
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    • pp.543-551
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    • 2023
  • 눈은 기후계와 지표면 에너지 평형에 영향을 끼치는 필수 기후 인자이며, 겨울 동안 저장한 고체 형태의 물을 봄에 유출, 지하수 함양 등에 제공하여 물 평형에도 결정적인 역할을 한다. 본 연구에서는 Local Data Assimilation and Prediction System (LDAPS), Modern.-Era Retrospective Analysis for Research and Applications, version 2 (MERRA-2), ERA5-Land 적설심 자료의 통계 분석을 통해 남한에서의 활용 가능성을 평가하였다. 기상청에서 제공하는 Automated Synoptic Observing System (ASOS) 지상관측자료와 재분석자료간의 통계분석 결과, LDAPS와 ERA5-Land의 상관계수가 0.69 이상으로 상관성이 높게 나타났으나 LDAPS는 RMSE가 0.79 m로 오차가 크게 나타났다. MERRA-2의 경우 일부 기간 동안 일정한 값이 연속적으로 산출되어 자료간 증감 추이를 적절하게 모의하지 못하였기에 상관계수가 0.17로 상관성이 낮게 나타났다. LDAPS와 ASOS의 지점별 통계분석 결과 상대적으로 평균 강설량이 높게 나타나는 강원도 인근에서 성능이 높게 나타났으며, 평균 강설량이 낮게 나타나는 남부 지역에서 성능이 낮게 나타났다. 마지막으로, triple collocation (TC)를 통해 본 연구에서 활용된 4개의 독립적인 적설심자료 간의 오차 분산을 산정하였으며, 나아가 가중치 산정을 통해 융합된 적설심 자료를 생산하였다. 재분석자료는 LDAPS, MERRA-2, ERA5-Land 순으로 오차 분산이 높게 나타났으며, LDAPS의 경우 오차 분산이 높게 산정되어 가중치가 낮게 산정되었다. 또한, ERA5-Land 적설심 자료의 공간 분포가 변동성이 적게 나타나, TC로 융합된 적설심 자료는 저해상도 영상인 MERRA-2와 유사한 공간 분포가 나타났다. 자료의 상관성, 오차, 불확실성을 고려하였을 때, ERA5-Land 자료가 남한을 대상으로 적설 관련 분석을 하기 적합한 것으로 판단된다. 또한, 타 자료와 경향성은 높게 나타나나 과대 산정되는 경향이 있는 LDAPS 자료를 대상으로 적절한 보정이 수행될 시, 지역 및 기후적 다양성을 높은 해상도로 표출할 수 있는 LDAPS 자료를 적극적으로 활용할 수 있을 것으로 기대된다.