• 제목/요약/키워드: Score Fusion

검색결과 165건 처리시간 0.026초

NFlex Dynamic Stabilization System : Two-Year Clinical Outcomes of Multi-Center Study

  • Coe, Jeffrey D.;Kitchel, Scott H.;Meisel, Hans Jorg;Wingo, Charles H.;Lee, Soo-Eon;Jahng, Tae-Ahn
    • Journal of Korean Neurosurgical Society
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    • 제51권6호
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    • pp.343-349
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    • 2012
  • Objective : Pedicle-based dynamic stabilization systems, in which semi-rigid rods or cords are used to restrict or control spinal segmental motion, aim to reduce or eliminate the drawbacks associated with rigid fusion. In this study, we analyzed the two-year clinical outcomes of patients treated with the NFlex (Synthes Spine, Inc.), a pedicle-based dynamic stabilization system. Methods : Five sites participated in a retrospective study of 72 consecutive patients who underwent NFlex stabilization. Of these 72 patients, 65 were available for 2-year follow-up. Patients were included based on the presence of degenerative disc disease (29 patients), degenerative spondylolisthesis (16 patients), lumbar stenosis (9 patients), adjacent segment degeneration (6 patients), and degenerative lumbar scoliosis (5 patients). The clinical outcome measures at each assessment were Visual Analogue Scale (VAS) to measure back pain, and Oswestry Disability Index (ODI) to measure functional status. Radiographic assessments included evidence of instrumentation failure or screw loosening. Results : Sixty-five patients (26 men and 39 women) with a mean age of 54.5 years were included. Mean follow-up was 25.6 months. The mean VAS score improved from 8.1 preoperatively to 3.8 postoperatively, representing a 53% improvement, and the ODI score from 44.5 to 21.8, representing a 51% improvement. Improvements in pain and disability scores were statistically significant. Three implant-related complications were observed. Conclusion : Posterior pedicle-based dynamic stabilization using the NFlex system seems effective in improving pain and functional scores, with sustained clinical improvement after two years. With appropriate patient selection, it may be considered an effective alternative to rigid fusion.

Bone Cement Augmentation of Pedicular Screwing in Severe Osteoporotic Spondylolisthetic Patients

  • Kim, Hyeun-Sung;Park, In-Ho;Ryu, Jae-Kwang;Kim, Seok-Won;Shin, Ho
    • Journal of Korean Neurosurgical Society
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    • 제42권1호
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    • pp.6-10
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    • 2007
  • Objective : The purpose of this study was to determine the effect of bone cement augmentation of pedicular screwing in severe osteoporotic spondylolisthetic patients. Methods : Twenty patients with spondylolisthesis (8 : spondylolytic spondylolisthesis 12 : degenerative spondylolisthesis) who had undergone pedicular screwing and interbody fusion for osteoporotic lumbar spine (T-score on bone mineral density<-3.0) from 2002 to 2005 were reviewed. Mean age was 62.3 years with 3 male and 17 female patients. Average follow-up period was 14 months. Average T-score on bone mineral density (BMD) was -3.62. After decompression of neural elements, about 6cc of polymethylmethacrylate (PMMA) was injected into the each vertebral body through transpedicular route. All patients underwent one level interbody fusion and pedicular screw fixation. Clinical outcome was assessed using Oswestry Disability Index (ODI) on the last clinical follow-up. In addition, a modified MacNab's grading criteria was used to objectively assess patient's outcome postoperatively. Radiographic analysis of sagittal contour was assessed preoperatively, immediately postoperatively, and at final follow-up including fusion rate. Results : Eighteen of 20 patients were graded as excellent or good according to the modified MacNab's criteria. An significant improvement of ODI was achieved in both groups. Mean sagittal angle at the preoperative state, postoperative state and at the last follow-up state was $11.0^{\circ},\;20.1^{\circ}$ and $18.3^{\circ}$, respectively, with mean sagittal angle correction gain $7.3^{\circ}$. Firm fusion was achieved in all patients. There were one compression fracture above the fused segment after 6 months follow-up and one case of seroma. But there were no postoperative complications related to bone cement leakage and pedicular screwings such as screw pullout or screw cut-up. Conclusion : Bone cement augmentation of pedicular screwing can be an effective procedure for osteoporotic lumbar spine in spondylolisthetic patients.

Single Stage Circumferential Cervical Surgery (Selective Anterior Cervical Corpectomy with Fusion and Laminoplasty) for Multilevel Ossification of the Posterior Longitudinal Ligament with Spinal Cord Ischemia on MRI

  • Son, Seong;Lee, Sang-Gu;Yoo, Chan-Jong;Park, Chan-Woo;Kim, Woo-Kyung
    • Journal of Korean Neurosurgical Society
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    • 제48권4호
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    • pp.335-341
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    • 2010
  • Objective : Anterior cervical corpectomy with fusion (ACF) or laminoplasty may be associated with substantial number of complications for treating multilevel cervical ossification of the posterior longitudinal ligament (OPLL) with significant cord compression. For more safe decompression and stabilization in multilevel cervical OPLL with prominent cord compression, we propose circumferential cervical surgery (selective ACF and laminoplasty) based on our favorable experience. Methods : Twelve patients with cervical myelopathy underwent circumferential cervical surgery and all patients showed multilevel OPLL with Signal change of the spinal cord on magnetic resonance imaging (MRI). A retrospective review of clinical, radiological. and surgical data was conducted. Results : There were 9 men and 3 women with mean age of 56.7 years and a mean follow up period of 15.6 months. The average corpectomy level was 1.16 and laminoplasty level was 4.58. The average Japanese Orthopedic Association score for recovery was 5.1 points and good clinical results were obtained in 11 patients (92%) (p < 0.05). The average space available for the cord improved from 58.2% to 87.9% and the average Cobb's angle changed from 7.63 to 12.27 at 6 months after operation without failure of fusion (p < 0.05). Average operation time was 8.36 hours, with an estimated blood loss of 760 mL and duration of bed rest of 2.0 days. There were no incidences of significant surgical complications, including wound infection. Conclusion : Although the current study examined a small sample with relatively short-term follow-up periods, our study results demonstrate that circumferential cervical surgery is considered favorable for safety and effectiveness in multilevel OPLL with prominent cord compression.

형상 정보와 모션 정보 융합을 통한 움직이는 물체 인식 (Moving Object Classification through Fusion of Shape and Motion Information)

  • 김정호;고한석
    • 전자공학회논문지CI
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    • 제43권5호
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    • pp.38-47
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    • 2006
  • 기존의 인식 방법은 물체에 대한 형상 정보 또는 움직임을 특징으로 한 단일 인식기를 사용한다. 하지만, 기존의 단일 특징 기반의 단일 인식기를 사용하는 방법의 인식 성능은 물체의 영역에 대한 정확한 검출에 크게 의존하는 단점을 가진다. 본 논문에서는 이러한 기존 인식방법의 단점을 해결하고, 인식의 신뢰성을 높이기 위해서 세 가지 인식기에 의한 각 결과를 Bayesian을 이용하여 융합하는 새로운 인식 방법을 제안한다. 첫 번째 인식기는 푸리에 묘사자로부터 얻은 형상 정보를 특징으로 한 신경망을 사용하고, 두 번째 인식기는 형상 정보에 대한 기울기를 바탕으로 한 통계적인 방법을 사용한다. 또한. 세 번째 인식기는 검출된 물체의 일정 부분의 움직임에 대한 모션 정보를 특징으로 하여 인식한다. 본 논문의 실험결과에서 제안한 결과 융합방법은 기존의 Majority Voting과 Weight Average Score 방법에 비해서 더 우수한 인식 성능을 보여준다.

운동 프로그램이 요추유합술 환자의 통증과 일상생활활동장애에 미치는 효과 (Effectiveness of a Post-operative Exercise Program on Pain and Disability Activities in Patients with Lumbar Spinal Fusion)

  • 이미영;김복자
    • 임상간호연구
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    • 제17권3호
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    • pp.388-398
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    • 2011
  • Purpose: This study was to develop a post-operative exercise program, apply it to patients undergone lumbar spinal fusion surgery, and evaluate the effectiveness of the program on pain and disability activities of daily living. Methods: Fifty six patients who had lumbar spinal fusion were enrolled in this study. The patients were divided into two groups; 28 patients in the intervention group completed post-operative lumbar exercise program including walking for four weeks and 28 patients in the control group only did walking exercises. The degrees of pain on low back and leg were evaluated using visual analog scale (VAS) and the functional outcome was evaluated using the Korean version of Oswestry Disability Index (KODI) before surgery and 5 weeks after surgery. The data were analyzed using descriptive statistics, Chi-square test, t-test with SPSS 18.0 program. Results: Low back and leg pain of the participants in both experimental and control groups were improved after surgery compared to pre-surgery pain. However, there was no statistically significant difference between the groups. KODI score in the intervention group was significantly lower than that of the control group (p=.014). Conclusion: The developed post-operative exercise program in patients with lumbar spinal fusion surgery seems to be a useful intervention to reduce disability in activities of daily living.

A Multi-center Clinical Study of Posterior Lumbar Interbody Fusion with the Expandable Stand-alone Cage($Tyche^{(R)}$ Cage) for Degenerative Lumbar Spinal Disorders

  • Kim, Jin-Wook;Park, Hyung-Chun;Yoon, Seung-Hwan;Oh, Seong-Hoon;Roh, Sung-Woo;Rim, Dae-Cheol;Kim, Tae-Sung
    • Journal of Korean Neurosurgical Society
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    • 제42권4호
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    • pp.251-257
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    • 2007
  • Objective : This multi-center clinical study was designed to determine the long-term results of patients who received a one-level posterior lumbar interbody fusion with expandable cage ($Tyche^{(R)}$ cage) for degenerative spinal diseases during the same period in each hospital. Methods : Fifty-seven patients with low back pain who had a one-level posterior lumbar interbody fusion using a newly designed expandable cage were enrolled in this study at five centers from June 2003 to December 2004 and followed up for 24 months. Pain improvement was checked with a Visual Analogue Scale (VAS) and their disability was evaluated with the Oswestry Disability Index. Radiographs were obtained before and after surgery. At the final follow-up, dynamic stability, quality of bone fusion, interveretebral disc height, and lumbar lordosis were assessed. In some cases, a lumbar computed tomography scan was also obtained. Results : The mean VAS score of back pain was improved from 6.44 points preoperatively to 0.44 at the final visit and the score of sciatica was reduced from 4.84 to 0.26. Also, the Oswestry Disability Index was improved from 32.62 points preoperatively to 18.25 at the final visit. The fusion rate was 92.5%. Intervertebral disc height, recorded as $9.94{\pm}2.69\;mm$ before surgery was increased to $12.23{\pm}3.31\;mm$ at postoperative 1 month and was stabilized at $11.43{\pm}2.23\;mm$ on final visit. The segmental angle of lordosis was changed significantly from $3.54{\pm}3.70^{\circ}$ before surgery to $6.37{\pm}3.97^{\circ}$ by 24 months postoperative, and total lumbar lordosis was $20.37{\pm}11.30^{\circ}$ preoperatively and $24.71{\pm}11.70^{\circ}$ at 24 months postoperative. Conclusion : There have been no special complications regarding the expandable cage during the follow-up period and the results of this study demonstrates a high fusion rate and clinical success.

2개의 내측 유관나사를 이용한 관절경하에서의 족근 관절 고정술 (Arthroscopic Ankle Fusion Using Two Medial Cannulated Screws)

  • 김학준;김택선;윤정로;김경수;노행기;윤광섭
    • 대한족부족관절학회지
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    • 제8권2호
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    • pp.171-175
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    • 2004
  • Purpose: We evaluated the clinical and radiological results of arthroscopic ankle fusion using 2 medial screws which had advantages of less morbidity, early weight-bearing and high union rate. Material and Methods: From April, 2002 to March, 2004, 8 patients who had ankle osteoarthritis were treated by ankle fusion using 2 medial screws under arthroscopy; five patients with post-traumatic osteoarthritis, two with post-infectious arthritis and one with paralytic foot. There were 5 male and 3 female. Average age was 67 years old ranging from 57 to 71 years. We evaluated them clinically preoperative and postoperative using AOFAS score, VAS pain scale and patient's satisfaction. In regard to radiological fusion, we checked them by simple AP, lateral and mortise view. Follow up period was average 11 months (range, $6{\sim}24$ months). Results: All ankles were successfully fused with 2 medial screws under arthroscopy. The mean time of fusion was 10.5 weeks (range, $8{\sim}14$ weeks). Patient's satisfaction checked at 6 months after operation had favorable results (excellent and good 75%). One case had pain on medial malleolar area because of screw's protrusion. Conclusion: Arthroscopic ankle fusion using 2 medial screws was good modality of ankle fusion with less morbidity and early weight-bearing in some cases of ankle arthritis.

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Multimodal System by Data Fusion and Synergetic Neural Network

  • Son, Byung-Jun;Lee, Yill-Byung
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제5권2호
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    • pp.157-163
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    • 2005
  • In this paper, we present the multimodal system based on the fusion of two user-friendly biometric modalities: Iris and Face. In order to reach robust identification and verification we are going to combine two different biometric features. we specifically apply 2-D discrete wavelet transform to extract the feature sets of low dimensionality from iris and face. And then to obtain Reduced Joint Feature Vector(RJFV) from these feature sets, Direct Linear Discriminant Analysis (DLDA) is used in our multimodal system. In addition, the Synergetic Neural Network(SNN) is used to obtain matching score of the preprocessed data. This system can operate in two modes: to identify a particular person or to verify a person's claimed identity. Our results for both cases show that the proposed method leads to a reliable person authentication system.

R2FID: Joint Reranker기반 Fusion-In-Decoder를 이용한 오픈 도메인 테이블 질의 응답 (R2FID: Joint Reranker in Fusion-In-Decoder for Open Domain Question Answering over Tables)

  • 이성민;박은환;나승훈;서대룡;전동현;강인호
    • 한국정보과학회 언어공학연구회:학술대회논문집(한글 및 한국어 정보처리)
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    • 한국정보과학회언어공학연구회 2022년도 제34회 한글 및 한국어 정보처리 학술대회
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    • pp.100-104
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    • 2022
  • 오픈 도메인 질의 응답(Open Domain Question Answering)은 주어진 질문에 대한 단서가 주어지지 않은 환경에서 정답을 도출해 내는 어려운 문제이다. 최근 테이블 데이터와 같은 구조화된 데이터에서의 질의응답 시스템에 대한 중요도가 점차 높아지면서, 본 논문에서는 위키피디아에 등장하는 테이블들을 대상으로 한국어 테이블 오픈 도메인 질의 응답 시스템을 구성하기로 한다. 또한, 테이블 검색의 한계를 보완하기 위해 Joint Reranker 기반 Fusion-In-Decoder를 제안하고 적용하여 질의응답 Task에서 베이스라인에 대비하여 EM 3.36, F1-Score 3.25 향상을 이루어냈다.

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요추체간유합술 후 발생한 만성 기능성 변비에 대한 한방치료 증례보고 1례 (A Case Report of Chronic Functional Constipation after Lumbar Interbody Fusion That Improved Following Comprehensive Traditional Korean Medicine Treatment)

  • 김경묵
    • 대한한방내과학회지
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    • 제45권2호
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    • pp.259-269
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    • 2024
  • This case report describe the effectiveness of combination treatment with Korean medicine for chronic functional constipation after lumbar interbody fusion. A female patient was treated for constipation lasting more than 6 months after surgery for lumbar disc herniation. For assessment, we used a NRS and Health-related Quality of Life Instrument with 8-Item Questionnaire (HINT-8). To assess changes in stool appearance, we used the Bristol Stool Scale. After 2 months of treatment, the NRS decreased from 8 to 1, the HINT-8 total score increased from 25 to 13, and the Bristol stool scale also improved. This case suggests that combined treatment with herbal medicine can improve symptoms of chronic constipation.