• 제목/요약/키워드: Soft classification

검색결과 250건 처리시간 0.025초

Evaluation of calcium sulphate barrier to collagen membrane in intrabony defects

  • Budhiraja, Shilpa;Bhavsar, Neeta;Kumar, Santosh;Desai, Khushboo;Duseja, Sareen
    • Journal of Periodontal and Implant Science
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    • 제42권6호
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    • pp.237-242
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    • 2012
  • Purpose: The aim of this study was to clinically and radiographically evaluate and compare treatment of intrabony defects with the use of decalcified freeze-dried bone allograft in combination with a calcium sulphate barrier to collagen membrane. Methods: Twelve patients having chronic periodontal disease aged 20 to 50 years and with a probing depth >6 mm were selected. Classification of patient defects into experimental and control groups was made randomly. In the test group, a calcium sulphate barrier membrane, and in control group, a collagen membrane, was used in conjunction with decalcified freeze-dried bone graft in both sides. Ancillary parameters as well as soft tissue parameters along with radiographs were taken at baseline and after 6 months of surgery. Parameters assessed were plaque index, modified gingival index, probing depth, relative attachment level, and location of the gingival margin. A Student's t-test was done for intragroup and a paired t-test for intergroup analysis. Results: Intragroup analysis revealed statistically significant improvement in all the ancillary parameters and soft tissue parameters with no statistically significant difference in intergroup analysis. Conclusions: The study concluded that a calcium sulphate barrier was comparable to collagen membrane in achieving clinical benefits and hence it can be used as an economical alternative to collagen membrane.

Definitions of groove and hollowness of the infraorbital region and clinical treatment using soft-tissue filler

  • Lee, Ji-Hyun;Hong, Giwoong
    • Archives of Plastic Surgery
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    • 제45권3호
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    • pp.214-221
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    • 2018
  • Clarification is needed regarding the definitions and classification of groove and hollowness of the infraorbital region depending on the cause, anatomical characteristics, and appearance. Grooves in the infraorbital region can be classified as nasojugal grooves (or folds), tear trough deformities, and palpebromalar grooves; these can be differentiated based on anatomical characteristics. They are caused by the herniation of intraorbital fat, atrophy of the skin and subcutaneous fat, contraction of the orbital part of the orbicularis oculi muscle or squinting, and malar bone resorption. Safe and successful treatment requires an optimal choice of filler and treatment method. The choice between a cannula and needle depends on various factors; a needle is better for injections into a subdermal area in a relatively safe plane, while a cannula is recommended for avoiding vascular compromise when injecting filler into a deep fat layer and releasing fibrotic ligamentous structures. The injection of a soft-tissue filler into the subcutaneous fat tissue is recommended for treating mild indentations around the orbital rim and nasojugal region. Reducing the tethering effect of ligamentous structures by undermining using a cannula prior to the filler injection is recommended for treating relatively deep and fine indentations. The treatment of mild prolapse of the intraorbital septal fat or broad flattening of the infraorbital region can be improved by restoring the volume deficiency using a relatively firm filler.

An Extended Work Architecture for Online Threat Prediction in Tweeter Dataset

  • Sheoran, Savita Kumari;Yadav, Partibha
    • International Journal of Computer Science & Network Security
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    • 제21권1호
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    • pp.97-106
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    • 2021
  • Social networking platforms have become a smart way for people to interact and meet on internet. It provides a way to keep in touch with friends, families, colleagues, business partners, and many more. Among the various social networking sites, Twitter is one of the fastest-growing sites where users can read the news, share ideas, discuss issues etc. Due to its vast popularity, the accounts of legitimate users are vulnerable to the large number of threats. Spam and Malware are some of the most affecting threats found on Twitter. Therefore, in order to enjoy seamless services it is required to secure Twitter against malicious users by fixing them in advance. Various researches have used many Machine Learning (ML) based approaches to detect spammers on Twitter. This research aims to devise a secure system based on Hybrid Similarity Cosine and Soft Cosine measured in combination with Genetic Algorithm (GA) and Artificial Neural Network (ANN) to secure Twitter network against spammers. The similarity among tweets is determined using Cosine with Soft Cosine which has been applied on the Twitter dataset. GA has been utilized to enhance training with minimum training error by selecting the best suitable features according to the designed fitness function. The tweets have been classified as spammer and non-spammer based on ANN structure along with the voting rule. The True Positive Rate (TPR), False Positive Rate (FPR) and Classification Accuracy are considered as the evaluation parameter to evaluate the performance of system designed in this research. The simulation results reveals that our proposed model outperform the existing state-of-arts.

Robust Sentiment Classification of Metaverse Services Using a Pre-trained Language Model with Soft Voting

  • Haein Lee;Hae Sun Jung;Seon Hong Lee;Jang Hyun Kim
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제17권9호
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    • pp.2334-2347
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    • 2023
  • Metaverse services generate text data, data of ubiquitous computing, in real-time to analyze user emotions. Analysis of user emotions is an important task in metaverse services. This study aims to classify user sentiments using deep learning and pre-trained language models based on the transformer structure. Previous studies collected data from a single platform, whereas the current study incorporated the review data as "Metaverse" keyword from the YouTube and Google Play Store platforms for general utilization. As a result, the Bidirectional Encoder Representations from Transformers (BERT) and Robustly optimized BERT approach (RoBERTa) models using the soft voting mechanism achieved a highest accuracy of 88.57%. In addition, the area under the curve (AUC) score of the ensemble model comprising RoBERTa, BERT, and A Lite BERT (ALBERT) was 0.9458. The results demonstrate that the ensemble combined with the RoBERTa model exhibits good performance. Therefore, the RoBERTa model can be applied on platforms that provide metaverse services. The findings contribute to the advancement of natural language processing techniques in metaverse services, which are increasingly important in digital platforms and virtual environments. Overall, this study provides empirical evidence that sentiment analysis using deep learning and pre-trained language models is a promising approach to improving user experiences in metaverse services.

관절경을 이용한 경골 과부 골절의 치료 (The Treatment of Tibial Condylar Fractures Using Arthroscopy)

  • 신동민;이상홍;유재원;이병호;하상호;나태진
    • 대한관절경학회지
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    • 제4권1호
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    • pp.32-37
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    • 2000
  • 목적 : 경골 과부 골절 환자 전례를 대상으로 관절경 검사를 시행함으로써 골절 뿐만 아니라 동반된 연부 조직 병변에 대해 진단과 치료를 시행하여 관절경 검사의 임상적 유용성에 대해 알아 보고자 하였다. 재료 및 방법 : 1년이상 추시가 가능하였던 경골 과부 골절 환자 31례를 대상으로 하여 전 례에서 관절경을 시행하여 동반된 연부 조직 손상을 확인하였으며 이중 보존적 요법 9례, 수술적 치료는 22례에서 시행 하였다. 저자들은 사고 원인, 분류, 동반된 연부 조직 손상, 치료 및 결과를 분석하였다. 결과 : Schatzker골절 분류상 제 1형이 15례$(18\%)$로 가장 많았으며, 동반된 관절내 병변 및 인대 손상은 총 21례$(67\%)$에서 관찰되었다. 반월상 연골 파열이 16례로 가장 많았고, 파열 형태로는 변연부 박리가 7례$(44\%)$로 가장 많은 것으로 나타났고, Schatzker I, II형에서 가장 많은 연부 조직 손상이 동반 되었으며 특히, 내측 측부 인대 및 반월상 연골 손상의 빈도가 가장 높았다. 결론 : 경골 과부 골절시 관절경 검사는 골절의 치료뿐만 아니라 관절내 병변을 평가하는데 유용한 방법으로 사료된다.

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현장 및 실내 측정 탄성파 속도에 근거한 암반평가 기준에 대한 고찰 (On the Evaluation of Construction Standards Based on Seismic Velocities Obtained In-Situ and through Laboratory Rock Tests)

  • 이강녕;박연준
    • 터널과지하공간
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    • 제27권4호
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    • pp.230-242
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    • 2017
  • 이 연구에서는 국내 토목현장에서 수행된 하향식 탄성파탐사 및 굴절법 탄성파탐사 자료(177개)와 시추조사 시료(1,035개)에 대해 연암과 경암(보통암 포함)으로 분류한 후, 건설표준품셈과 지반조사표준품셈의 탄성파 속도에 의한 암반분류 기준을 비교하였다. 현장에서의 하향식 탄성파탐사 및 굴절법 탄성파탐사에 의한 탄성파 속도는 연암의 경우 1,400~2,900 m/s의 범위로 건설표준품셈 A그룹(1,200~1,900 m/s)과 지반조사표준품셈(1,200~2,500 m/s)의 기준보다 빠르게 나타났으며, 보통암과 경암의 경우 2,300~3,800 m/s의 범위로 기준범위와 유사하게 나타나는 것으로 나타났다. 실내암석시험에서 구해진 연암과 보통암~경암의 탄성파속도 또한 현장 탐사 결과와 유사한 경향을 보이는 것으로 나타났다. 암반 탄성파 속도와 품셈간의 상이점을 품셈이 절대적으로 옳다는 관점에서 본다면, 현장 탄성파 속도의 경우 하부지반의 영향을 받아 속도가 빨라지는 것과 실내암석시험의 경우에는 연암구간에서의 시료선별 시 무결암의 선별에 의한 것으로 여길 수 있다. 반대로 상이점의 원인을 품셈에 오류가 있는 것으로 본다면, 품셈상의 지층경계가 점이적이지 않은 뚜렷한 경계가 인위적으로 설정된 점, 지질 양상이 다른 외국의 기준을 그대로 차용하여 사용한다는 점, 품셈상 지층의 탄성파 속도에 대한 독립된 검증이 이루어지지 않은 점 등의 문제가 있음을 알 수 있다. 이 연구에서는 현장에서의 향후 이러한 검증 연구를 제안하며, 널리 쓰이는 품셈에 의한 지층분류에는 내포된 문제가 있음에 대한 인식이 중요하다.

경첩 운동이 가능한 외고정장치를 이용한 Pilon골절의 치료 (Treatment of Pilon Fracture using Articulated External Fixator with Hinge)

  • 박인헌;이기병;송경원;이진영;이승용
    • 대한족부족관절학회지
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    • 제1권1호
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    • pp.30-37
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    • 1997
  • Pilon fracture is an intraarticular fracture of distal tibia. It is high energy injury with significantly associated soft tissue damage, bone comminution, and articular surface disruption. Until recently, this treatment has followed the AO principles, Because the risk of complications outweighs potential benefits, the principle of a Pilon fracture treatment are changing. Newer techniques using articulated external fixation minimize disturbance of the soft tissue envelope and have decreased these complications. Series of 5 patients with Pilon fracture were treated by articulated external fixator and followed up more than 12 monthes at the Department of orthopaedic surgery, Kang Dong Sacred Heart Hospital, College of medicine, Hallym University. The results were as follows: 1. The type of fracture were type C2(3 cases),type C3(2 cases) according to AO-$M{\ddot{u}}ller$ classification. 2. The clinical results according to functional criteria by Mast and Teipner were good in 4 cases and poor in 1 case, which is an old fracture. 3. Techniques utilizing articulated external fixator were associated with satisfactory results and appeared to significantly decrease the incidence of soft tissue complication, post-traumatic arthritis, osteoporosis, and fibrosis of ankle joint.

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C형 경골천정 골절에 대한 일리자로브 외고정술 (ILIZAROV FIXATION FOR THE TYPE C TIBIAL PLAFOND FRACTURES)

  • 조헌오;곽경덕;조성도;김병용;오장호
    • 대한족부족관절학회지
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    • 제1권1호
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    • pp.51-58
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    • 1997
  • The purpose of this study is to evalute the efficacy af the Ilizarov external fixation for the surgical treatment. of the tibial plafond fractures. We reviewed retrospectively fourteen cases of tibial plafond fractures with moderate to severe soft. tissue damage, which were fixed with Ilizarov external fixator. Using the AO Muler classification, there were four Type C1 fractures, six Type C2 and four Type C3. In most, of the cases, the ankles were operated on with other associated fractures within a few days after injury. We reduced the fracture indirectly by soft issue taxis and fixed externally across the ankle joint. using the circular external fixator with tensioned wires and ankle hinge. In cases of inadequate closed reduction, we applied limited open reduction and internal fixation. Range of motion exercise began immediately. Postoperative follow-up averaged fourteen months (ranges, 8-30 months). Overall clinical results rated good or excellent in 7 cases, fair in 4 and poor in 3. There were three cases of pin tract infection which were resolved with short-term antibiotics and local care; one delayed wound closure in a patient. whose fracture was associated with Type III open wound; one wound slough in a patient associated with Type II open wound, which was closed later by skin graft; and one osteoarthritis. From this review, we concluded that cross-ankle circular external fixation with tensioned wires with or without. limited open reduction is a reasonable alternative for the treatment of the tibial plafond fractures with severe soft tissue damage.

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정신분열증환자의 연성 신경학적 증상과 임상변인과의 관련성 (Relationship Between Neurologic Soft Signs and Some Clinical Variables in Patients with Schizophrenia)

  • 채정호;함웅;이정균
    • 생물정신의학
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    • 제2권1호
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    • pp.115-122
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    • 1995
  • This study was performed to know the relationship between neurologic soft signs (NSS) and clinical variables such as psychopathology. history of illness, and premorbid social adjustment in patients with schizophrenia. The authors evaluated NSS in 31 patients with schizophrenia using the structured tool for measuring neurologic abnormalities, Neurological Evaluation Scale- Korean Version(NES-K). Relationships between NSS and clinical variables such as duration of illness, intensity of precipitating stressors, duration of outpatient treatment, schooling, peer relationship, total duration of unemployment, total days of psychiatric admission, age, total days of being medicated, age at the first psychiatric admission, frequency of admissions, content of treatment, social adjustment, and severity of symptoms were analyzed. Differences between paranoid and non-paranoid schizophrenics were examined. In addition, Differences between patients with schizophrenia who have predominant positive symptoms and who have predominant negative symptoms were examined too. Total scores of NES-K were correlated with lower schooling (${\gamma}$=0.44, p<0.01). Scores of motor coordination subcategory were correlated with poor peer relationship(${\gamma}$=0.67, p<0.001). Other clinical variables were not correlated with any scores of NES-K. Paranoid and non-paranoid schizophrenics were not different in scores of NES-K. Also positive and negative schizophrenics were not different in scores of NES-K. Most clinical variables except schooling and peer relationship were not related with NSS. This results indicated that the meaning of these signs was not fully be understood. Introduction of the new classification concepts such as deficit or non-deficit syndrome will be helpful to elucidate the meaning of NSS in patients with schizophrenia.

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기술혁신 관점에서 비디오 게임 산업의 세대구분 (From the Viewpoint of Technological Innovation, Generation Classification of the Video Game Industry)

  • 전정환;손상일;김동남;조형래
    • 한국콘텐츠학회논문지
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    • 제17권6호
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    • pp.203-224
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    • 2017
  • 오늘날 비약적인 IT산업의 발달과 문화산업의 성장으로 게임 산업이 중요한 산업으로 자리 잡고 있다. 특히 비디오 게임기 분야는 다양한 발전과 기술개발로 시장을 형성해 오고 있다. 이에 본 연구는 기술혁신 관점에서 기술특성에 따라 비디오게임의 세대구분을 하고자 한다. 본 연구에서는 ATARI, Nintendo, SONY, SEGA, MicroSoft의 제품을 사례연구 대상으로 선정하였다. ATARI 출시부터 2017년까지 출시된 비디오 게임기를 연구대상으로 조사하였고, 기술동향분석을 통하여 세대구분을 하였다. 세대별 특징으로는 1세대는 Nintendo에 의한 시장선점으로 인한 충성고객의 확보, 2세대는 기존의 카트리지 방식이 아닌 광학 디스크를 사용한 SONY의 기술적 기능과 성능의 우수성, 3세대는 SONY와 Nintendo의 획기적인 기기요소와 기능들을 추가하였으며, 가격전략 및 전반적인 높은 스펙이 주요 특징으로 나타났다. 4세대는 SONY와 MicroSoft의 높은 성능과 네트워크를 이용한 정책이 주요 특징으로 나타났다. 본 연구의 결과는 향후 비디오 게임기 산업의 기술 전략 수립에 도움이 될 수 있을 것으로 기대된다.