• Radiation Oncology Journal
• /
• 제20권1호
• /
• pp.41-52
• /
• 2002

목적 : 호흡주기에 따른 위치변동 감지센서를 이용하여 종양의 위치가 일정워치에 있을 때만 방사선을 치료하는 호흡 동기치료기구를 제작하고 일정한 호흡주기 상태에서 수행된 CT simulation과 3차원 입체조형치료계획에 따라 방사선을 치료하는 시스템을 개발하고자 하였다. 호흡유무에 따른 종양의 치료 마진(margin)을 측정하고 계획용표적체적(planning target volume:PTV)의 크기에 따른 선량체적표(dose volume histogram:DVH)와 종양억제확률(tumor control probability:NTCP), 건강조직손상확률(normal tissue complication probability:NTCP) 및 선량 통계자료를 통하여 치료성과를 평가하고 선량증강 범위를 예측하고자 하였다. 대상 및 방법 : 종양이 비교적 작고 전이가 없는(T1N0M0) 5명의 폐암환자를 선택하여 X-선 조준장치를 이용하여 횡격막의 이동거리를 측정하는 방법으로 내부장기의 운동을 평가하였다. 호흡동기치료기구는 끌어당김 센서가 부착된 허리띠 모양으로 구성되었으며 이를 흉곽 또는 복부에 부착하여 호흡주기에 의한 흉곽의 크기변동에 따라 센서의 회로가 개폐되고 이것을 선형가속기의 조종간에 연결하는 간단한 기구로서 감도와 재현성이 높았다. 호흡을 배기한 후 일시적 호흡이 정지된 상태에서 Spiral-CT (PQ-5000)로 3차원 영상을 획득하고 Virtual CT-simulator (AcQ-SIM)에 의하여 종양의 위치와 주위 장기들을 확인 도시하였으며 3차원 치료계획장치(Pinnacle, ADAC Co.)를 이용하여 3차원 입체조형치료를 계획하였다. 치료계획의 평가는 호흡동기치료기구의 사용유무에 따른 PTV의 크기에 따라 최적 선량분포를 구사하였으며 각각의 DVH, TCP, NTCP 및 선량통계자료를 도출 비교 검토하였다. 결과 : X-선 simulation에서 폐암환자의 횡격막 이동은 약 1 cm에서 2.5 cm로서 평균 1.5 cm로 측정되었고 자유호흡시 PTV는 CTV (clinical target volume)에 약 2 cm 마진을 주었으며 호흡동기치료기구를 사용하였을 때는 0.5 cm 마진이 적당한 것으로 측정되었다. 종양의 PTV는 연장 마진의 거의 자승비로 증가하였으며 TCP의 값은 마진 범위 $(0.5\~2.0\;cm)$에 관계없이 거의 일정하였고 NTCP의 값은 마진 크기에 따라 평균 $65\%$로 급속히 증가하였다. 결론 : 호흡주기에 따른 위치변동 감지센서를 이용한 호흡동기치료기구는 종양의 위치가 일정할 때만 방사선이 조사되는 간단하고 정확한 장치로서 3차원 입체조형치료 및 강도변조방사선치료에서 매우 유용한 장치임을 확인할 수 있었다. 또한 호흡조절 방사선입체조형치료방법의 기술과 시술절차를 확립시키고 정량적인 선량평가를 위하여 DVH, TCP, NTCP 등의 정량분석과 종양의 투여 선량 증가량(dose escalation)을 예측하는 기초자료를 제공할 수 있었다.

• 한국치위생학회지
• /
• 제8권4호
• /
• pp.19-30
• /
• 2008

This study reached the following conclusions as a result of carrying out the questionnaire survey of self-descriptions for the satisfaction after the citizens of Daejon uses the dental clinics, in order to identify the factors of satisfaction to the medical services of such dental clinics to be utilized in the patient management by dental hygienists, provide the basic data to provide the medical services desired by patients. 1. 43.9% men responded to the facilities and 56.1% women to the atmosphere for the standards of selection of dental clinics by general characteristic, and the college graduates or more to the kindness (38.2%), high-school graduates (43.2%) and middle-school graduates (25.9%) or less to the close distance for the level of educational attainment (p=0.009), which was meant to have a statistical significance. 2. The execution of reservation system for the dental clinics showed 54.7%, the reserved time was observed upon the execution of such reservation system, the dental clinics where they practice such system were 40.6%, and the confirmation methods was done through the telephone with 62.5%. 3. The experience of fear upon the dental treatment showed 74.6%. The type of fear showed the machine sound (48.7%) for men and cry of others for women (70.8%) at the highest. 70% of those under 30 at the age responded to the sharp instruments at the highest. 83.3% of Yousung-gu showed the highest by responding to the cry of others for the residential areas. The statistically significant difference was shown in both the age and residential area (p=0.000). 4. Women showed higher in the distribution of gender for the sterilization of instruments for the external satisfaction of dental clinics(p=0.000) and those under 30 at the age showed the highest with 2.98${\pm}$0.95(p=0.001). Seo-gu (3.48${\pm}$0.77) was the highest for the residential area (p=0.000), and there was statistically significant differences in the gender, age and residential area. 5. Men showed higher satisfaction than women in the clean state and the statistically significant differences were shown (p=0.000) at the age as the high satisfaction was shown for those under 30 at the age (2.35${\pm}$0.79), those having the income not less than 10 million won and not more than 20 million won (2.43${\pm}$0.78), and Seo-gu (2.63 ${\pm}$0.69) for the residential area. 6. For the internal satisfaction of dental clinic by users for the medical services in the dental clinics, 61.1% women responded to no in the ability of solving the inconvenience in the service process, and showed low ability of solving the inconvenience from 30 at the age (26.2%) and by responding to Dong-gu (22.1%) for the residential area, showing statically significant differences(p=0.000). For the re-use of dental clinics, 46.6% men (p=0.043) for the gender, 24.3% under 30 at the age and 22.9% of Dong-gu for the residential area responded to the re-use, showing statistically significant differences for the gender and residential area (p=0.000). 7. The dissatisfaction showed a high rate of 69.5% for the satisfaction to the medical services of dental clinics. 46.2% men responded to the pain and women to the feeling of foreign substance for the reason of dissatisfaction while those under 30 at the age showed 55.6% for others, those between 50 and 59 41.7% for the feeling of foreign substance. 86.3% carried out the education for cautions after the treatments and most people turned out that they do not carry out the continuous health management of mouth as 20.5% responded to that they carry out such health management.

• Journal of Biosystems Engineering
• /
• 제5권1호
• /
• pp.1-14
• /
• 1980

Threshing operation may be one of the most important processes in the paddy post-production system as far as the grain loss and labor requirement are concerned . head-feeding type threshers commercially available now in Korea originally were developed for threshing dry paddy in the range of 15 to 17 % in wet basis. However, threshing wet-paddy with the grain moisture content above 20 % has been strongly recommended, especially for new high-yielding Indica -type varieties ; (1) to reduce high grain loss incurred due to the handling operations, and (2) to prevent the quantitative and qualitative loss of milled -rice when unthreshed grains are rewetted due to the rainfall. The objective of this study were to investigate the adaptability of both a head-feeding type thresher and a throw-in type thresher to wet-paddy , and to find out the possiblilities of improving the components of these threshers threshing. Four varieties, Suweon 264 and Milyang 24 as Tongil sister line varieties, minehikari and Jinhueng as Japonica-type varieties, were used at the different levels of the moisture content of grains. Both the feed rate and the cylinder speed were varied for each material and each machine. The thresher output quality , composition of tailing return, and separating loss were analyzed from the sampels taken at each treatment. A separate experiment for measurement opf the power requirement of the head-feeding type thresher was also performed. The results are summarized as follows : 1. There was a difference in the thresher output quality between rice varieties. In case of wet-paddy threshing at 550 rpm , grains with branchlet and torn heads for the Suweon 264 were 12 % and 7 % of the total output in weight, respectively, and for the Minehikari 4.5 % and 2 % respectively. In case of dry paddy threshing , those for the Suweon 264 were 8 % and 5% , and for the Minehikari 4% and 1% respectively. However, those for the Milyang 23 , which is highly susceptable to shattering, were much lower with 1 % and 0.5% respectively, regardless of the moisture content of the paddy. Therefore, it is desirable to breed rice varieties of the same physical properties as well as to improve a thresher adaptable to all the varieties. Torn heads, which increased with the moisture content of rall the varieties except the Milyang 23 , decreased as the cylinder speed increased, but grains with branchlet didnt decrease. The damaged kernels increased with the cylinder speed. 3. The thresher output quality was not affected much by the feed rate. But grains with branchlet and torn heads increased slightly with the feed rate for the head-feeding type thresher since higher resistance lowered at the cylinder speed. 4. In order to reduce grains with branchlet and torn heads in wet-paddy threshing , it is desirable to improve the head-feeding type thresher by developing a new type of cylinder which to not give excess impact on kernels or a concave which has differenct sizes of holes at different locations along the cylinder. 5. For the head-feeding type thresher, there was a difference in separating loss between the varieties. At the cylinder speed of 600 rpm the separating losses for the Minehikari and the Suweon 264 were 1.2% and 0.6% respectively. The separating loss of the head-feeding type thresher was not affected by the moisture content of paddy while that of the Mini-aged thresher increased with the moisture content. 6. From the analysis of the tailings return , to appeared that the tailings return mechanism didn't function properly because lots of single grains and rubbishes were unnecessarily returned. 7. Adding a vibrating sieve to the head-feeding type thresher could increase the efficiency of separation. Consequently , the tailing return mechanism would function properly since unnecessary return could be educed greatly. 8. The power required for the head-feeding type thresher was not affected by the moisture content of paddy, but the average power increased linearly with the feed rate. The power also increased with the cylinder speed.

• 대한소아치과학회지
• /
• 제23권3호
• /
• pp.746-763
• /
• 1996

An alternative design to conventional class II cavity preparation for proximal carious lesions is the tunnel preparation. It preserves the marginal ridge intact, thus making it possible to maintain the natural contact relationship with the adjacent tooth and minimize tooth reduction. This in vitro study was purposed to evaluate the effect of the materials' elastic constants and shear-bond strength on the marginal ridge fracture resistance of teeth restored by the tunnel technique, and to find the materials of choice for tunnel restorations. $Resinomer^{(R)}$, $Ketac-silver^{(R)}$, $Miracle-Mix^{(R)}$, and Tytin were used as restorative material. The elastic constants of each restorative material were evaluated by ultrasonic pulse measurement. Young's modulus and bulk modulus of the restorative materials were evaluated in three specimens for each material type. The shear-bond strength of the restorative materials to the dentin surface was measured after thermocycling 400 times between 6 and $60^{\circ}C$, using ten specimens for each material type. For measuring marginal ridge strength, 60 sound extracted molar teeth were distributed into six groups by size. Sound molar teeth were used as a Control group and unfilled prepared teeth were grouped as Unrestored. Another four groups were named Resinomer group, Ketac-Silver group, Miracle Mix group, and Tytin group by type of restorative material. Tunnel cavity preparation was done with ' 1/2, 2, and 4 round burs in sequence. Initial access to proximal surface was made through an occlusal access preparation started at least 2mm from the marginal ridge, and the proximal opening was formed about 2.5mm below the marginal ridge. After restoration and thermocycling, marginal ridge strength was measured using a universal testing machine. The results were as follows: 1. The Young's modulus of $Tytin^{(R)}$ was 63.95 GPa, followed by $Ketac-Silver^{(R)}$ 27.60 GPa, $Miracle-mix^{(R)}$ 18.48 GPa, and $Resinomer^{(R)}$ 10.74 GPa showing significant differences between the groups(P<0.05). The bulk modulus of the materials showed the same order as Young's modulus. The value of $Tytin^{(R)}$ showed 59.57 GPa indicating that it will deform less than other materials under the same stress. It was followed by $Ketac-Silver^{(R)}$ 23.57 GPa, Miracle $Mix^{(R)}$ 12.50 GPa, and $Resinomer^{(R)}$ 11.60 GPa. 2. The Resinomer group had a shear-bond strength of 7.41 MPa which was significantly higher than those of the Ketac-Silver group (1.80 MPa) and the Miracle Mix group (2.84 MPa) (P<0.01). All the specimens of Tytin group detatched from the dentin surface during thermocycling. 3. The mean marginal ridge strength of the Unrestored group(46.14 kgf) was significantly lower than that of the Control group (84.24 kgf) (P<0.01). The marginal ridge strength of teeth restored by the tunnel technique was, in order, Ketac-Silver group 74.06 kgf, Miracle Mix group 73.36 kgf, Resinomer group 63.47 kgf, and Tytin group 58.76 kgf. The Ketac-Silver, Miracle Mix, and Resinomer groups showed no significant difference with the Control group (P>0.05), but the Tytin group showed significantly lower strength compared to the Control group(P<0.05). The results showed that the marginal ridge strength of the teeth restored by the tunnel technique was not significantly lower than that of sound teeth. They also demonstrated that the bonding strength of the restorative material to the tooth surface should be high and the modulus of elasticity should not be lower than that of the tooth in order to restore the marginal ridge strength to its natural condition.

• 대한치과기공학회지
• /
• 제28권1호
• /
• pp.177-198
• /
• 2006

This study purposed to offer basic data for safety education of the dental laboratory technology after the investigation of how much the students in the dept. of dental laboratory technology are aware of the danger of each instrument, equipment or laboratory procedure that they use during laboratory and how much they demand safety education for this. The objects for this study were 423 students who were in the dept. of dental laboratory technology. In this regard, four colleges which have the dept. of dental laboratory technology were randomly selected to do a questionnaire survey. SPSS 12.0 was used to analyze the collected data. The results were as follows: As for satisfaction with their major, the respondents answered Satisfied (59.1%), Average (35.5%) and Dissatisfied (5.4%). In terms of the production process of a partial denture, they considered casting, polishing the casting body, polishing denture and burn out were most dangerous in order. As for the production process of a full denture, what they regarded as the most dangerous in order was polishing denture, deflasking and wax wash. Regarding the laboratory procedures of porcelain material, casting, trimming casting body, polishing porcelain material and burn out were the most dangerous procedures that they perceived. With regard to materials for use, alcohol, polishing, metal and wire were the most dangerous ones they thought. As for the handling characteristics of each material, small towns showed a higher demand for safety of the handling characteristics of alcohol. In terms of school year and sex, juniors and girls had higher scores in the demand for safety of the handling characteristics of acid. Regarding the handling characteristics of each equipment and instrument, all of small towns, juniors and girls showed the highest demand for safety of the handling characteristics of alcohol lamps. With regard to scores in the demand for safety of other characteristics, all of small towns, juniors and girls had the highest demand for safety of emergency treatment. Concerning the demand for safety education by the completion of safety education, in terms of each material, highest was the demand for safety of acid from the group which completed safety education. In regard to equipments and instruments, when it came to the demand for safety of the handling characteristics of casting machine, the educated group's demand for safety of acid was higher. Regarding other characteristics, the group which was not educated gained higher scores in the demand for safety of emergency treatment. 11. In all areas(materials, machines and others), small towns, girls and juniors showed higher scores in the demand for safety. Based on the above results, it was found that when students conduct the laboratory of dental technology, they would think that many materials, instruments or equipments for use are very dangerous. However, safety education was not fully given to them. Regarding the scores in the damned for safety education, the highest was 4.16 and the lowest was 3.43, which suggests that the scores were generally very high. In this regard, it is necessary to continue delivering a systematic safety education of materials, equipments or instruments used during the laboratory of dental technology. Therefore, through the analysis of each material, instruments or facility used in every laboratory and each process, safety accident types and accident risk factors should be investigated to develop educational materials for this. Moreover, it is required to open safety education as a single course of study or insert safety contents of all materials and machines into the class of dental laboratory instrument or dental materials for the purpose of a systematic and thorough safety education to prevent a safety accident during laboratory.

• 한국산업정보학회논문지
• /
• 제12권4호
• /
• pp.15-24
• /
• 2007

우편물의 자동구분을 위해서는 주소영상의 인식이 필수적이다. 주소영상의 인식 과정은 주소영상 전처리, 문자인식, 주소해석의 과정으로 이루어져 있다. 주소영상 전처리 과정을 통해 추출된 문자영상들은 인식과정으로 전달되고 이 과정에서 각 문자영상마다 다수의 후보문자와 인식 스코어가 생성된다. 주소해석기는 후보문자와 인식 스코어의 집합을 이용하여 유효한 최종 주소를 생성한다. 우편물의 자동구분 율은 주소영상의 인식과정에 포함된 모든 과정의 성능에 따라 좌우되는데 특히 문자인식 성능이 중요한 요인이다. 주소인식에서 좋은 문자인식기란 주소해석이 용이할 수 있도록 신뢰도 높은 후보문자를 생성하는 것이라 할 수 있다. 본 논문에서는 문자인식기에서 신뢰도 높은 후보문자를 생성하는 방법을 제안한다. 논문에서는 현행 우편물 자동구분기의 주소인식 시스템에서 사용되고 있는 MLP 인식기를 개별 문자인식을 위한 인식기로 사용한다. MLP 인식기는 인식 속도와 인식률 측면에서 가장 우수한 인식기의 하나로 알려져 있지만, false alarm과 같은 잘못된 결과를 생성하기도 하는데 이는 주소해석을 어렵게 만드는 주요 요인이 된다. 본 논문에서는 주소해석을 쉽게 하고 우편물 구분율을 높이기 위해 기 구현된 MLP 인식기의 출력값을 재추정하는 방법을 제안한다. 재추정값의 신뢰도를 높이기 위한 인식기의 통계적 동작특성을 생성하는 방법과, 기존 MLP와 신뢰도 재추정기로서 동작하는 Subspace 인식기를 결합하는 방법을 제안한다. 제안 방법의 타당성을 확인하기 위해 우체국에 설치된 우편물구분기로부터 획득한 문자영상을 이용하여 실험하였다. 실험 결과 제안 방법이 개별 문자 및 비문자에 대한 오류율과 기각률 측면에서 높은 신뢰도를 보임을 확인할 수 있었다.

• 대한치과교정학회지
• /
• 제22권1호
• /
• pp.253-271
• /
• 1992

The purpose of this study was to investigate the difference of EMG activity of the Orbicularis oris and Mentalis muscle between normal occlusion and class III malocclusion group during various lip position and to find out whether any correlations exist between the muscular activity and craniofacial morphology. In this study, 50 subjects with a mean age of 22.9 Years (range 20.0-26.0) were investigated (25 subjects were normal occlusion, and 25 subjects were class III malocclusion). EMG data were recorded from the Orbicularis oris and Mentalis muscle during rest lip posture, lip position at maximum biting, lip position at maximum sealing effort, lip position at chewing, swallowing and phonation with the Medelec MS-25 electromyographic machine. Lateral cephalometric radiographs was taken with the mandible in intercuspal position on all subjects. All data were recorded and statistically processed. The findings of this study can be summerized as follows: 1. In normal occlusion, the maximal mean amplitude of upper lip during the lip position at chewing was lower than that of lower lip and mentalis muscle. But the maximal mean amplitude of orbicularis oris and mentalis muscle during the other lip position was not statistically different. 2. In Class III malocclusion, the maximal mean amplitude of upper lip during the lip position at chewing, swallowing and phonation was lower than that of lower lip and mentalis muscle. But the maximal mean amplitude of orbicularis oris and mentalis muscle during the other lip position was not statistically different. 3. Compare to normal occlusion, the Class III malocclusion was showed low maximal mean amplitude of upper lip during rest lip posture and the lip position at swallowing of saliva, and showed great maximal mean amplitude of lower lip and meantalis muscle during the lip position at chewing and phonation. 4. In normal occlusion, the maximal mean amplitude of upper lip during various lip position was not correlated with the length and thickness of upper lip, but the maximal mean amplitude of lower lip during the lip position at chewing and swallowing was positively correlated with the thickness of lower lip. 5. In Class III malocclusion, the maximal mean amplitude of upper lip during rest lip posture was negatively correlated with the thickness of upper lip, and the maximal mean amplitude of lower lip and mentalis muscle during the lip position at chewing and swallowing was positively correlated with the thickness of lower lip and mentalis muscle. But the maximal mean amplitude of orbicularis oris and mentalis muscle during the other lip position was not correlated with the cephalometric measurements of soft tissue. 6. The correlation between the maximal mean amplitude of orbicularis oris and mentalis muscle and cephalometric measurements of incisors was not nearly present. 7. In normal occlusion, the maximal mean amplitude of lower lip and mentalis muscle during the lip position at maximum biting was negatively correlated with the angle between palatal plane and mandibular plane. In Class III malocclusion, the maximal mean amplitude of upper lip, lower lip and mentalis muscle during function was negatively correlated with the length of maxilla, the maximal mean amplitude of upper lip and lower lip during function was negatively correlated with the SNA and SNPo, and the maximal mean amplitude of lower lip during the lip position at chewing was negatively correlated with the ANB.

• 만화애니메이션 연구
• /
• 통권50호
• /
• pp.275-297
• /
• 2018

일본의 메카물 애니메이션은 전 세계 범위에서 널리 알려져 있고 유명한 작품들이 많이 있다. 1952년, 일본 최초의 메카닉 애니메이션이며 최초의 TV 애니메이션인 <우주소년아톰>은 탄생한 후부터 긴 세월에 걸쳐 지금까지 인 기가 있다. 아톰은 한 시대의 코드로서 많은 사람에게 영향을 주었다. 일본 메카닉 애니메이션은 자신만의 독특한 특색과 세계관을 대중에게 전달하고 있다. 본 논문은 일본 90년대에서부터 지금까지 폭발적인 인기를 얻고 있는 <신세기 에반게리온> 메카닉 디자인을 <기동전사 건담>과 비교분석을 통해 일본 메카닉 디자인의 변화를 알아보고자 함에 있다. 이런 분석 결과는 애니메이션에 반영된 일본 문화와 사상을 알려 줄 것이며 이는 애니메이션의 문화반영을 보여주는 좋은 사례가 될 것이 기대한다. <신세기 에반게리온>은 1995년에 상영한 후 일본 애니메이션계에 예상치 못한 영향을 주었으며 지금까지도 이를 재해석하고 분석하는 사람들이 끊임없이 나오고 있다. 이는 작품 자체가 가지고 있는 미스테리와 끝나지 않은 결론을 예상하기 위한 관객들의 반응이라 할 수 있다. 그런 특징을 반영하듯 에반게리온의 디자인에도 다른 메카물과 차별되는 디자인적 요소들을 찾아볼 수 있다. 인체 생명공학을 기반으로 한 메카닉 디자인은 기계라는 한계성을 극복하고 더욱 인간다운 모습을 느낄 수 있도록 한다. 인간 본성을 담을 수 있는 파일럿의 탑승구조는 엔터리 플러그라는 형식으로 강화되었고, 전굴 자세는 꼿꼿한 로봇이 아닌 인간다움을 더 부각시킨다. 이렇듯 <신세기 에반게리온>은 인간의 정체성을 반영할 수 있는 메카닉 디자인을 추구하고 있다. 80년대의 메카닉 애니메이션으로 <건담>을 뽑을 수 있는데, 90년대의 <신세기 에반게리온>이 이를 전혀 다른 디자인으로 보여주고 있다. 그러므로 두 작품의 메카닉 디자인을 비교해봄으로써 작품의 메시지와 디자인의 상관관계를 살펴본다. <신세기 에반게리온>에서 메카닉 디자인의 정체성과 작품 내용의 밀접한 관계를 제시한다. 향후 메카닉 디자인에게 좋은 사례 및 이론적인 바탕이 될 수 있음을 시사하려고 한다.

• 지능정보연구
• /
• 제17권4호
• /
• pp.241-254
• /
• 2011

Support vector machines(SVM)은 비교적 최근에 등장한 데이터마이닝 기법이지만, 재무, CRM 등의 경영학 분야에서 많이 연구되고 있다. SVM은 인공신경망과 필적할 만큼의 예측 정확도를 보이는 사례가 많았지만, 암상자로 불리는 인공신경망 모형에 비해 구축된 예측모형의 구조를 이해하기 쉽고, 인공신경망에 비해 과도적합의 가능성이 적어서 적은 수의 데이터에서도 적용 가능하다는 장점을 가지고 있다. 하지만, 일반적인 SVM을 이용하려면, 인공신경망과 마찬가지로 여러 가지 설계요소들을 설계자가 선택하여야 하기 때문에 임의성이 높고, 국부 최적해에 수렴할 가능성도 크다. 또한, 많은 수의 데이터가 존재하는 경우에는 데이터를 분석하고 이용하는데 시간이 소요되고, 종종 잡음이 심한 데이터가 포함된 경우에는 기대하는 수준의 예측성과를 얻지 못할 가능성이 있다. 본 연구에서는 일반적인 SVM의 장점을 그대로 유지하면서, 전술한 두 가지 단점을 보완한 새로운 SVM 모형을 제안한다. 본 연구에서 제안하는 모형은 사례선택기법을 일반적인 SVM에 융합한 것으로 대용량의 데이터에서 예측에 불필요한 데이터를 선별적으로 제거하여 예측의 정확도와 속도를 제고할 수 있는 방법이다. 본 연구에서는 잡음이 많고 예측이 어려운 것으로 알려진 재무 데이터를 활용하여 제안 모형의 유용성을 확인하였다.

• 대한치과교정학회지
• /
• 제31권2호통권85호
• /
• pp.261-270
• /
• 2001

본 연구의 목적은 bracket 부착시 광조사시간을 획기적으로 감소시킬 수 있는 plasma arc light의 임상적 유용성을 visible light 중합시의 전단결합강도와 접착파절양상과 비교해 봄으로써 평가해 보는데 있다. 사람의 상하악 소구치를 포매하여 만든 레진블럭시편에 광중합 접착제인 Transbond$^{\circledR}$를 사용하여 수종의 bracket을 각각의 조건에 따라 부착한 후 만능 물성시험기를 이용하여 전단결합강도를 측정하고, 접착파절양상을 stereoscope을 이용하여 관찰하여 다음과 같은 결과를 얻었다. 1. Plasma arc light를 이용한 수종의 bracket 접착시 metal bracket과 ceramic bracket의 전단결합강도는 임상적으로 사용하기에 충분한 값을 나타내었으며, resin bracket 경우 다른 bracket 비해 전단결합강도가 현저히 작은 값을 나타내었지만 임상적으로 사용이 가능한 값을 나타내었다. 2. Visible light를 이용한 metal bracket의 광중합시 광조사시간에 따른 전단결합강도는 광조사 시간에 따른 유의한 차이를 보이지 않았으며, 임상적으로 사용하기에 충분한 강도를 나타내었다. 3. Plasma arc light를 이용한 수종의 bracket 접착시 접착제 잔류지수를 통해 접착파절양상을 관찰한 결과, metal bracket과 resin bracket 경우 bracket기저면에 접착제가 반 이상 남아 있지 않은 경우가 많았으며, ceramic bracket의 경우 bracket기저면에 접착제가 반 이상 남아 있는 경우가 많았다. 4. Metal bracket의 부착시 plasma arc light를 2초간 광조사한 군과 visible light를 10초간 광조사한 군의 전단결합강도와 접착파절양상을 비교시 유의한 차이를 보이지 않았다. 6. Plasma arc light를 이용한 광중합시 광조사 거리에 따른 전단결합강도는 거리가 증가할수록 감소하였다. 이상의 실험 결과는 plasma arc light를 이용한 bracket의 접착시 전단결합강도 저하의 우려 없이 임상적으로 사용 가능함을 시사한다.