• 대한치과교정학회지
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• 제52권1호
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• pp.3-19
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• 2022

Objective: The purpose of this study was to investigate the accuracy of one-step automated orthodontic diagnosis of skeletodental discrepancies using a convolutional neural network (CNN) and lateral cephalogram images with different qualities from nationwide multi-hospitals. Methods: Among 2,174 lateral cephalograms, 1,993 cephalograms from two hospitals were used for training and internal test sets and 181 cephalograms from eight other hospitals were used for an external test set. They were divided into three classification groups according to anteroposterior skeletal discrepancies (Class I, II, and III), vertical skeletal discrepancies (normodivergent, hypodivergent, and hyperdivergent patterns), and vertical dental discrepancies (normal overbite, deep bite, and open bite) as a gold standard. Pre-trained DenseNet-169 was used as a CNN classifier model. Diagnostic performance was evaluated by receiver operating characteristic (ROC) analysis, t-stochastic neighbor embedding (t-SNE), and gradient-weighted class activation mapping (Grad-CAM). Results: In the ROC analysis, the mean area under the curve and the mean accuracy of all classifications were high with both internal and external test sets (all, > 0.89 and > 0.80). In the t-SNE analysis, our model succeeded in creating good separation between three classification groups. Grad-CAM figures showed differences in the location and size of the focus areas between three classification groups in each diagnosis. Conclusions: Since the accuracy of our model was validated with both internal and external test sets, it shows the possible usefulness of a one-step automated orthodontic diagnosis tool using a CNN model. However, it still needs technical improvement in terms of classifying vertical dental discrepancies.

• The Journal of Advanced Prosthodontics
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• 제6권3호
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• pp.233-240
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• 2014

PURPOSE. To evaluate the effects of different abutment geometries in combination with varying luting agents and the effectiveness of different cleaning methods (prior to re-cementation) regarding the retentiveness of zirconia copings on implants. MATERIALS AND METHODS. Implants were embedded in resin blocks. Three groups of titanium abutments (pre-fabricated, height: 7.5 mm, taper: $5.7^{\circ}$; customized-long, height: 6.79 mm, taper: $4.8^{\circ}$; customized-short, height: 4.31 mm, taper: $4.8^{\circ}$) were used for luting of CAD/CAM-fabricated zirconia copings with a semi-permanent (Telio CS) and a provisional cement (TempBond NE). Retention forces were evaluated using a universal testing machine. Furthermore, the influence of cleaning methods (manually, manually in combination with ultrasonic bath or sandblasting) prior to re-cementation with a provisional cement (TempBond NE) was investigated with the pre-fabricated titanium abutments (height: 7.5 mm, taper: $5.7^{\circ}$) and SEM-analysis of inner surfaces of the copings was performed. Significant differences were determined via two-way ANOVA. RESULTS. Significant interactions between abutment geometry and luting agent were observed. TempBond NE showed the highest level of retentiveness on customized-long abutments, but was negatively affected by other abutment geometries. In contrast, luting with Telio CS demonstrated consistent results irrespective of the varying abutment geometries. Manual cleaning in combination with an ultrasonic bath was the only cleaning method tested prior to re-cementation that revealed retentiveness levels not inferior to primary cementation. CONCLUSION. No superiority for one of the two cements could be demonstrated because their influences on retentive strength are also depending on abutment geometry. Only manual cleaning in combination with an ultrasonic bath offers retentiveness levels after re-cementation comparable to those of primary luting.

• Journal of Hospice and Palliative Care
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• 제14권1호
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• pp.34-41
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• 2011

목적: 말기암환자들이 보완대체요법을 선택하게된 주관적 경험을 파악하여, 대상자 입장에서의 당위성을 이해하고 이용과정에서 발생할 수 있는 현상들을 이해함으로써 좀 더 바람직하고 효율적인 이용을 위한 호스피스 완화의료 중재를 하는데 기여하고자 실시하였다. 방법: 심층면담한 내용을 Colaizzi(1976)의 방법을 이용하여 귀납적이고 서술적인 기술과 분석을 실시하였다. 결과: 말기암환자와 가족들이 보완대체요법을 선택한 4가지 범주는 첫째 현대의학의 한계 인식, 둘째 보완대체요법의 효과에 대한 신뢰, 셋째 가족의 정서적 욕구 충족 넷째, 의사의 부정적인 태도로 인한 불신이었다. 주제모음은 9가지로 '불가능한 완치에 대한 기대', '병원치료에 대한 불확실성', '항암치료의 부작용을 해결하기 위한 보조적 수단', '증상완화와 생명연장을 위함', '암치료의 부작용에 대한 두려움', '체험과 정보에 대한 신뢰', '타인의 권유', '가족으로서 도리를 다함', '의사의 부정적 태도에 불만족'이었다. 결론: 암환자의 치료 결정과정에서 대상자와 의사가 바람직한 의사소통과정을 통하여 현대의학 치료에 대한 설명이 충분히 이루어져서 대상자가 일반적인 호스피스 완화의료 서비스를 이용하고 과학적인 근거에 바탕을 둔 보완대체요법에 대한 정확한 정보 제공이 필요하다고 본다.

• 동의신경정신과학회지
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• 제24권3호
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• pp.201-210
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• 2013

Objectives : To review the recent trend of randomized controlled clinical trials on insomnia and to provide information for future clinical trials. Methods : A total of 667 pieces of literature were searched using the key words 'insomnia' and 'randomized controlled trial' and using the title 'insomnia' with the topic 'trial or trials', published from 2008 to 2012 through Web of Science. Studies including randomized controlled clinical trials were sorted from the search result and finally 104 pieces of the literature were selected and examined. Results : Besides 104 clinical trials, 14 trials related to CAM (Complementary and Alternative Medicine) were also reviewed. On average, 20 trials were annually conducted and they showed a growing trend. Participants were between 31 and 90 (34.6%), and were observed for less than 30 days (28.8%) in most trials. As intervention methods for clinical trials, non-pharmaceutical methods were used in 59 studies (56.7%), pharmaceutical drug in 43 studies (41.3%) and combinations in 2 studies (1.9%). In 60 studies, only insomnia without any underlying diseases was examined and other 44 studies involved other diseases. As diagnosis assessment tools, Sleep diary and Polysomnography were used. Conclusions : Randomized controlled trials relevant to insomnia were on the increase, but only a small number of clinical trials on Oriental Medicine have been performed. Larger scientific and well-founded randomized controlled trials are required for developing Oriental Medicine and establishing high-quality guideline going forward.

• Asian Pacific Journal of Cancer Prevention
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• 제15권6호
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• pp.2547-2554
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• 2014

Background: To evaluate the perception of cancer patients toward treatment services and influencing factors and to inquire about the use of complementary alternative medicine (CAM). Materials and Methods: Information was obtained through pre-tested structured questionnaires completed by cancer patients during treatment at King Abdulaziz University Hospital, Jeddah, Saudi Arabia. Results: Of 242 patients, 137 (64.6%) accepted to enter this study. Most were Saudi (n=93, 68%), female (n=80, 58%), educated at university (n=71, 52%), married (n=97, 72%) and with breast cancer (n=36, 26%). One-hundred (73%) patients were satisfied with the services provided; 61% were Saudi. Ninety-four (68%) respondents were satisfied with the explanation of their cancer. Twenty-eight (21.6%) patients received CAM, of them 54.0% received herbal followed by rakia (21.0%), nutritional supplements/vitamins (7.0%) and Zamam water (18.0%), with significant differences among them (p =0.004). Seven (5%) patients believed this therapy could be used alone; 34 (25%) patients believed it could be used with other treatments, regardless of whether they themselves used this therapy. Fifty-three (53%) satisfied patients felt they received enough support; 31 (58%) patients received support from family and friends; 22 (41.6%) patients received support from the health-care team. Patients who received information about their disease from their physicians and those who felt they had enough support were more satisfied. The patients who took alternative treatment were older age, mostly female and highly educated but values did not reach significance. Conclusions: We stress enhancing the educational and supportive aspects of cancer-patient services to improve their treatment satisfaction and emphasize the need for increasing the educational and awareness programs offered to these patients.

• 한국컴퓨터그래픽스학회논문지
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• 제28권1호
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• pp.1-9
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• 2022

비소세포폐암(NSCLC)은 전체 폐암 중 85%의 높은 비중을 차지하며 사망률(22.7%)이 다른 암에 비해 현저히 높은 암으로 비소세포폐암 환자의 수술 후 예후에 대한 예측은 매우 중요하다. 본 연구에서는 종양을 관심영역으로 갖는 비소세포폐암 환자의 수술 전 흉부 CT 영상 패치의 종류를 종양 관련 정보에 따라 총 다섯 가지로 다양화하고, 이를 입력데이터로 갖는 사전 학습 된 ResNet 과 EfficientNet CNN 네트워크를 사용하여 단일 모델과 간접 투표 방식을 이용한 앙상블 모델, 그리고 3 개의 입력 채널을 활용한 앙상블 모델에서의 실험 결과 및 성능을 오분류의 사례와 Grad-CAM 시각화를 통해 비교 분석한다. 실험 결과, 종양 주변부 패치를 학습한 ResNet152 단일 모델과 EfficientNet-b7 단일 모델은 각각 87.93%와 81.03%의 정확도를 보였다. 또한 ResNet152 에서 총 3 개의 입력 채널에 각각 영상 패치, 종양 주변부 패치, 형상 집중 종양 내부 패치를 넣어 앙상블 모델을 구성한 경우에는 정확도 87.93%를, EfficientNet-b7 에서 간접 투표 방식으로 영상 패치와 종양 주변부 패치 학습 모델을 앙상블 한 경우에는 정확도 84.48%를 도출하며 안정적인 성능을 보였다.

• 대한치과보철학회지
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• 제50권2호
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• pp.128-134
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• 2012

연구 목적: 본 연구는 국내 개발된 맞춤형 임플란트 지대주와 기성 임플란트 지대주의 반복 하중 전과 후의 나사 풀림 토크 값을 측정, 비교하여 나사 결합부 안전성에 차이가 있는지를 알아보고자 하였다. 연구 재료 및 방법: 총 12개의 임플란트 고정체(Implantium, Dentium Co., Seoul, Korea)를 알루미늄 원통에 레진으로 고정하고, 그것을 각각 4개씩, 3개의 군으로 나눠서 각 군별로 기성 티타늄 지대주(Implantium, Dentium Co., Seoul, Korea), 캐드캠 맞춤형 티타늄 지대주(Myplant, Raphabio Co., Seoul, Korea), 그리고 금속 연결부가 있는 캐드캠 맞춤형 지르코니아 지대주(Zirconia Myplant, Raphabio Co., Seoul, Korea)를 제작하여 임플란트에 연결하였다. 금속관은 지대주에 맞춰서 티타늄을 밀링해서 제작한뒤 지대주에 합착하였다. 반복 하중을 가하기 전에 지대주 나사를 30 Ncm 토크로 조이고 약 30분 후 나사의 초기 풀림 토크값을 측정하였다. 그 후 반복 하중을 30 N에서 120 N의 싸인 곡선을 이루는 압축력으로 2 Hz의 빈도로 50만 싸이클을 가하고 하중 후 풀림 토크값을 측정하였으며, 풀림 토크 상실률을 구하여서 군끼리 비교하였다. 나사의 풀림 토크값의 상실률의 비교를 위해 Kruskal-Wallis test를 이용해서 유의수준 .05에서 분석하였다. 결과: 반복하중 후 나사 풀림 상실률에서 기성 티타늄 지대주 군에 비해 맞춤형 티타늄 지대주는 높은 값을 보였으나 유의성 있는 차이를 보이지 않았다($P$>.05). 반면, 맞춤형 지르코니아 지대주는 기성 티타늄 지대주에 비해 유의하게 높은 값을 보였다($P$=.014). 결론: 본 실험의 한계 내에서 캐드캠 맞춤형 티타늄 임플란트 지대주는 기성 임플란트 지대주 에 비해 나사 안정성이 떨어진다고 볼 수 없다. 반면, 캐드캠 맞춤형 지르코니아 지대주 는 기성 임플란트 지대주에 비해 나사 안정성이 다소 떨어진다고 볼 수 있다.

• 한국경영과학회:학술대회논문집
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• 한국경영과학회/대한산업공학회 2003년도 춘계공동학술대회
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• pp.208-216
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• 2003

ISO 14649 (data model for STEP-NC) is a new interface scheme or language for CAD-CAM-CNC chain under established by ISO TC184 SCI. Up to this point, the new language is mainly made for milling and turning, and other processes such as EDM will be completed in the future. Upon completion, it will be used as the international standard language for e-manufacturing paradigm by replacing the old machine-level language, so called M&G code used since 1950's. With the rich information contents included in the new language, various intelligent functions can be made by the CNC as the CNC knows what-to-make and how-to-make. In particular, On-Machine Inspection required for quality assurance in the machine level, can be done based on the information of feature­based tolerance graph. Previously, On-Machine inspection has been investigated mainly for milling operation, and only a few researches were made for turning operation without addressing the data model. In this thesis, we present a feature-based on-machine inspection process by the 4 Tasks: 1) proposing a new schema for STEP-NC data model, 2) converting the conventional tolerance scheme into that of STEP-NC, 3) modifying the tolerance graph such that the tolerance can be effectively measured by the touch probe on the machine, and 4) generating collision-free tool path for actual measurement. Task 1 is required for the incorporation of the presented method in the ISO 14649, whose current version does not much include the detailed schema for tolerance. Based on the presented schema, the tolerance represented in the conventional drafting can be changed to that of STEP-NC (Task 2). A special emphasis was given to Task 3 to make the represented tolerance accurately measurable by the touch probe on the machine even if the part setup is changed. Finally, Task 4 is converting the result of Task into the motion of touch probe. The developed schema and algorithms were illustrated by several examples including that of ISO 14649 Part 12.

• 천문학회보
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• 제46권1호
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• pp.33.1-33.1
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• 2021

The overprediction of the number of satellite galaxies in the LCDM paradigm compared to that of the Milky Way (MW) and M31 (the "missing satellites" problem) has been a long-standing issue. Recently, a large host-to-host scatter of satellite populations has been recognized both from an observational perspective with a larger sample and from a theoretical perspective including baryons, and it is crucial to collect diverse and complete samples with a large survey coverage to investigate underlying factors contributing to the diversity. In this study, we discuss the diversity in terms of galaxy assembly history, using satellite populations of both observed systems and simulated systems from IllustrisTNG. In addition to previously studied satellite systems, we identify satellite candidates from 25deg2 of Hyper Suprime-Cam Subaru Strategic Program (HSC-SSP) Wide layer around NGC 4437, a spiral galaxy of about one-fourth of the MW mass, paired with a ~2 magnitude fainter dwarf spiral galaxy NGC 4592. Using the surface brightness fluctuations (SBF) method, we confirm five dwarf galaxies as members of the NGC 4437 group, resulting in a total of seven members. The group consists of two distinct subgroups, the NGC 4437 subgroup and the NGC 4592 subgroup, which resembles the relationship between the MW and M31. The number of satellites is larger than that of other observed and simulated galaxy groups in the same host stellar mass range. However, the discrepancy decreases if compared with galaxy groups with similar magnitude gaps (V12 ~ 2), defined as the V-band magnitude difference between the two brightest galaxies in the group. Using simulated galaxy groups in IllustrisTNG, we find that groups with smaller V12 have richer satellite systems, host more massive dark matter halos, and have assembled more recently. These results show that the host-to-host scatter of satellite populations can be attributed to the diversity in galaxy assembly history and be probed by V12 to some degree and that NGC 4437 group is likely a recently assembled galaxy group with a large halo mass compared to galaxy groups of similar luminosity.

• 임상간호연구
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• 제14권2호
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• pp.127-138
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• 2008

Purpose: To examine the effects of the environmental nursing intervention using eye-shields and earplugs on the incidence of delirium, environmental stress and sleep among the patients with open-heart surgery in the post-cardiac ICU(intensive care units). Method: This study was a non-equivalent control group non-synchronized design. The subjects consisted of 93 patients who received ICU care after the cardiac surgery. Among those, 32 subjects was assigned in one experimental group with eye-shields, 31 in the other experimental group with earplugs, and 30 in the control group. ICU delirium was measured by CAM-ICU, environmental stress by ICUESS, and sleep by two sleep scales developed by Oh, et al. and Kim. The data were analyzed by the SPSS 13.0 program including frequency, percentage, t-test, $x^2$ test, ANOVA and ANCOVA. Results: There are no statistically significant differences in the incidence of delirium among three groups (p=.139). The ICU environmental stress scores from the subjects of two experimental groups demonstrated lower (F=6.731, p=.002) than the control group. Also, the degrees of sleep pattern (p=.000, p=.000) and sleep satisfaction (p=.000, p=.000) were greater than those of the control group. Conclusion: Although the environmental nursing intervention using eye-shields and earplugs did not demonstrate the effects in decreasing the incidence of ICU delirium, it has affirmative effects in decreasing environmental stress and improving the quality sleep among the patients with open-heart surgery while they stay in ICU. Further nursing implications are discussed.