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상황 인식 기반의 유비쿼터스 어플리케이션 구현 (Implementation of Ubiquitous Application based on Context-Awareness)

  • 서정희;박흥복
    • 한국정보통신학회논문지
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    • 제12권4호
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    • pp.744-751
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    • 2008
  • 정보와 통신 기술의 새로운 경향을 나타내는 유비쿼터스 컴퓨팅은 일반 환경에서 활용할 수 있도록 다량의 정보를 처리할 수 있는 컴퓨팅 기술을 내장하고 있고, 일반 환경의 모든 사물은 통신 기능과의 상호작용을 위해 센서 및 작동기기를 내장하고 있다. 따라서 유비쿼터스 컴퓨팅은 언제, 어디서나 기기에 접속하여 적절한 기능을 수행할 수 있어야 한다. 그러나 유비쿼터스 컴퓨팅과 같은 분산 환경에서 다양한 기능들과의 상호 보완 및 상호 작용을 위한 어플리케이션 설계는 매우 어렵다. 따라서 본 논문은 네트워크 기능이 추가된 장비를 이용한 임베디드 응용 소프트웨어와 LabVIEW를 사용하여 서버 모듈 및 가상 프로토타이핑과의 인터페이스를 구현하고자 한다. 그리고 상황 인식(Context-Awareness)과 위치 인식(Location Awareness)을 통해서 수집한 센서의 정보를 기반으로 상황 인식 기반의 유비쿼터스 어플리케이션을 제안하고, 이를 실험실 환경의 상황 인식을 통한 장치 제어 및 모니터링에 응용한다.

흉부 컴퓨터 단층 촬영에서 정규화를 사용한 다양한 히스토그램 평준화 기법을 비교 (Comparison of Based on Histogram Equalization Techniques by Using Normalization in Thoracic Computed Tomography)

  • 이영준;민정환
    • 대한방사선기술학회지:방사선기술과학
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    • 제44권5호
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    • pp.473-480
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    • 2021
  • This study was purpose to method that applies for improving the image quality in CT and X-ray scan, especially in the lung region. Also, we researched the parameters of the image before and after applying for Histogram Equalization (HE) such as mean, median values in the histogram. These techniques are mainly used for all type of medical images such as for Chest X-ray, Low-Dose Computed Tomography (CT). These are also used to intensify tiny anatomies like vessels, lung nodules, airways and pulmonary fissures. The proposed techniques consist of two main steps using the MATLAB software (R2021a). First, the technique should apply for the process of normalization for improving the basic image more correctly. In the next, the technique actively rearranges the intensity of the image contrast. Second, the Contrast Limited Adaptive Histogram Equalization (CLAHE) method was used for enhancing small details, textures and local contrast of the image. As a result, this paper shows the modern and improved techniques of HE and some advantages of the technique on the traditional HE. Therefore, this paper concludes that various techniques related to the HE can be helpful for many processes, especially image pre-processing for Machine Learning (ML), Deep Learning (DL).

의사결정 나무 기법을 이용한 양식넙치의 에드워드병 증상 패턴 분석 (Pattern Analysis of Clinical Signs in Cultured Olive Flounder, Paralichthys Olivaceus, with Edwardsielosis using the Decision Tree Technique)

  • 김경임;정성주;김성현;한순희;정희택;김태호;박정선
    • 한국전자통신학회논문지
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    • 제16권4호
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    • pp.661-674
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    • 2021
  • 에드워드병은 양식넙치에 있어 치료가 어렵고, 모든 성장 단계에서 지속적으로 장기간에 걸쳐 어체 내에 존재하면서 대량 폐사까지 이어지는 경우가 많다. 본 논문에서는 의사결정 나무 기법을 이용하여 발병한 양식넙치의 다양한 증상 데이터를 기반으로 전체 수온 구간 및 저수온, 저-고수온, 고수온, 고-저수온 구간으로 나누어 에드워드병의 증상 패턴을 분석하였다. 실험을 통해 분석된 의사결정 나무의 증상 패턴에는 간 결절을 비롯하여 간 출혈, 간 조직 변성 등 간의 증상이 에드워드병의 판별 기준으로 선택되었다. 선택된 증상은 에드워드병의 주요한 증상으로 알려진 것이며, 분석된 결과가 에드워드병의 증상 패턴을 성공적으로 찾아주고 있음을 수산질병전문가의 자문을 통해 확인하였다.

Loss of Primary Cilia Results in the Development of Cancer in the Murine Thyroid Gland

  • Lee, Junguee;Yi, Shinae;Chang, Joon Young;Kim, Jung Tae;Sul, Hae Joung;Park, Ki Cheol;Zhu, Xuguang;Cheng, Sheue-yann;Kero, Jukka;Kim, Joon;Shong, Minho
    • Molecules and Cells
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    • 제42권2호
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    • pp.113-122
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    • 2019
  • Communications at the interface between the apical membrane of follicular cells and the follicular lumen are critical for the homeostasis of thyroid gland. Primary cilia at the apical membrane of thyroid follicular cells may sense follicular luminal environment and regulate follicular homeostasis, although their role in vivo remains to be determined. Here, mice devoid of primary cilia were generated by thyroid follicular epithelial cell-specific deletion of the gene encoding intraflagellar transport protein 88 (Ift88). Thyroid follicular cellspecific Ift88-deficient mice showed normal folliculogenesis and hormonogenesis; however, those older than 7 weeks showed irregularly dilated and destroyed follicles in the thyroid gland. With increasing age, follicular cells with malignant properties showing the characteristic nuclear features of human thyroid carcinomas formed papillary and solid proliferative nodules from degenerated thyroid follicles. Furthermore, malignant tumor cells manifested as tumor emboli in thyroid vessels. These findings suggest that loss-of-function of Ift88/primary cilia results in malignant transformation from degenerated thyroid follicles.

자기 조절 개념을 적용한 음성치료 기법이 발성장애 환자에게 미치는 효과 (The Effect of Voice Therapy Applying Self-Regulation Concepts on Dysphonia Patients)

  • 이창윤;안수연;손희영
    • 대한후두음성언어의학회지
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    • 제30권1호
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    • pp.15-20
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    • 2019
  • Background and Objectives : The goal of this study is to present a strategy for improving the self-regulation (SR) ability and facilitating the change of vocal behavior by applying voice therapy using the SR concept to the patients with vocal cord nodule and muscle tension dysphonia. Materials and Method : The subjects were 80 patients and 80 patients who were diagnosed with muscle tension dysphonia and vocal nodules. As a control group, the results were compared among patients with the same dysphonia without using SR strategies. The concept of SR before voice therapy was explained to the patients, and the treatment was divided into three stages according to the goal of voice therapy. The treatment stages consist of 1) skill acquisition, 2) habit formation, and 3) habit changes. voice therapy was performed by applying SR strategies such as goal implementation intentions and a less routine behavior. Patient's dropout rates were measured to compare the adherence of voice therapy. Results : Significant improvement was seen in all groups receiving voice therapy. However, in the group using the SR strategy, the voice analysis results showed a relatively low dropout rate of voice therapy. In the generalization confirmation stage, patients who applied SR concept showed better results. SR strategy did no longer be necessary to maintain newly adopted vocal behavior. Conclusion : The results of this study show that SR is one of the cognitive factors that can have a significant impact on the outcome of voice therapy, and also has a positive impact on the acquisition and generalization of new skills. A better understanding of SR and the development of therapeutic strategies using it will play an important role in solving voice problems in clinical settings.

A Practical Implementation of Deep Learning Method for Supporting the Classification of Breast Lesions in Ultrasound Images

  • Han, Seokmin;Lee, Suchul;Lee, Jun-Rak
    • International journal of advanced smart convergence
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    • 제8권1호
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    • pp.24-34
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    • 2019
  • In this research, a practical deep learning framework to differentiate the lesions and nodules in breast acquired with ultrasound imaging has been proposed. 7408 ultrasound breast images of 5151 patient cases were collected. All cases were biopsy proven and lesions were semi-automatically segmented. To compensate for the shift caused in the segmentation, the boundaries of each lesion were drawn using Fully Convolutional Networks(FCN) segmentation method based on the radiologist's specified point. The data set consists of 4254 benign and 3154 malignant lesions. In 7408 ultrasound breast images, the number of training images is 6579, and the number of test images is 829. The margin between the boundary of each lesion and the boundary of the image itself varied for training image augmentation. The training images were augmented by varying the margin between the boundary of each lesion and the boundary of the image itself. The images were processed through histogram equalization, image cropping, and margin augmentation. The networks trained on the data with augmentation and the data without augmentation all had AUC over 0.95. The network exhibited about 90% accuracy, 0.86 sensitivity and 0.95 specificity. Although the proposed framework still requires to point to the location of the target ROI with the help of radiologists, the result of the suggested framework showed promising results. It supports human radiologist to give successful performance and helps to create a fluent diagnostic workflow that meets the fundamental purpose of CADx.

Protective Effects of Ursolic Acid on Osteoblastic Differentiation via Activation of IER3/Nrf2

  • Lee, Sang-im
    • 치위생과학회지
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    • 제19권3호
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    • pp.198-204
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    • 2019
  • Background: Oxidative stress is a known to be associated with in the pathogenesis of many inflammatory diseases, including periodontitis. Ursolic acid is a pentacyclic triterpenoid with has antimicrobial, antioxidative, and anticancer properties. However, the role of ursolic acid in the regulating of osteogenesis remains undetermined. This study was aimed to elucidate the crucial osteogenic effects of ursolic acid and its ability to inhibit oxidative stress by targeting the immediate early response 3 (IER3)/nuclear factor erythroid 2-related factor 2 (Nrf2) pathway. Methods: Cell proliferation was determined using water-soluble tetrazolium salt assay, cell differentiation was evaluated by alkaline phosphatase (ALP) activity, and formation of calcium nodules was detected using alizarin red S stain. Generation of reactive oxygen species (ROS) was determined using by DCFH-DA fluorescence dye in hydrogen peroxide ($H_2O_2$)-treated MG-63 cells. Expression levels of IER3, Nrf2, and heme oxygenase-1 (HO-1) were analyzed using western blot analysis. Results: Our results showed that ursolic acid up-regulated the proliferation of osteoblasts without any cytotoxic effects, and promoted ALP activity and mineralization. $H_2O_2$-induced ROS generation was found to be significantly inhibited on treatment with ursolic acid. Furthermore, in $H_2O_2$-treated cells, the expression of the early response genes: IER3, Nrf2, and Nrf2-related phase II enzyme (HO-1) was enhanced in the presence of ursolic acid. Conclusion: The key findings of the present study elucidate the protective effects of ursolic acid against oxidative stress conditions in osteoblasts via the IER3/Nrf2 pathway. Thus, ursolic acid may be developed as a preventative and therapeutic agent for mineral homeostasis and inflammatory diseases caused due to oxidative injury.

무릎 골관절염의 도침 치료에 대한 연구 동향 : 체계적 문헌 고찰 (Research Trends on the Acupotomy Treatment for Knee Osteoarthritis : A Systematic Review)

  • 홍수민;윤광식
    • 동의생리병리학회지
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    • 제34권6호
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    • pp.285-298
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    • 2020
  • This study aimed to review clinical studies about Acupotomy used for Knee Osteoarthritis. We searched the following 12 online databases (KISS, NDSL, RISS, OASIS, Earticle, Kmbase, MEDLINE/Pubmed, Cochrane library, Ebscohost, Ovid, CNKI, Wanfang), to find randomized controlled trials that used Acupotomy for knee osteoarthritis. The methodological quality of randomized controlled trials were assessed by using the Cochrane risk of bias tool and meta-analyses were performed. 16 randomized controlled trials were included. Total number of patients was 1169. The average duration of treatment was 3.14 weeks and most of the patients were treated once a week. The major treatment sites were ligaments, muscles, and tender nodules and the most used evaluation tool was the efficiency. We selected 4 studies and meta-analyzed them. All of the studies performed Acupotomy+sodium hyaluronate injection as a treatment group, and sodium hyaluronate injection as a control group. Meta-analysis showed positive results for Acupotomy+sodium hyaluronate injection in terms of efficiency rate compared to sodium hyaluronate injection. Also Meta-analysis showed positive results for Acupotomy+sodium hyaluronate injection in terms of WOMAC (pain, stiffness, function) compared to sodium hyaluronate injection. In this study, we reviewed studies about Acupotomy used for knee osteoarthritis. The studies showed that Acupotomy can significantly effective on knee osteoarthritis. But according to Cochrane Risk of Bias (RoB) evaluation method, most of the study's risk of bias was unclear. Threrefore, more high-quality studies will be needed.

소아환자의 점액종 치료 시 최소침습적 방법: 증례 보고 (Minimally Invasive Techniques for the Treatment of Mucoceles in Young Patients: A Case Series)

  • 김종성;김기민;이제식;김현정;남순현
    • 대한소아치과학회지
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    • 제49권1호
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    • pp.113-120
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    • 2022
  • 구강 점액종은 구강의 소타액선의 병적인 변화로 인해 타액의 축적을 야기하며 발생하는 흔한 외향성 병소이다. 구강 점액종은 대개 증상이 없으며 무통성이며 반투과성의 구상의 파동성 결절모양인 것이 특징이다. 일반적인 구강 점액종의 치료방법으로는 외과적 제거술, 조대술, 냉동절제술, 그리고 스테로이드 주사 등이 있다. 본 증례는 치료 시 협조도를 얻기에 충분하지 못한 영아나 소아환자에서 외과적인 치료 대신에 최소침습적 방법의 일환으로 미세조대술과 봉합법을 사용하여 구강에 발생한 점액종을 성공적으로 치료한 증례를 보고한다. 본 증례를 바탕으로 영유아와 행동조절에 문제가 있는 아동를 대상으로 치료하는 소아치과분야에서 구강 점액종 치료 시 미세조대술과 봉합법은 하나의 대안적 방법이 될 수 있음을 시사한다.

오가피(Eleutherococcus sessiliflorus)의 전연골성 ATDC5 세포의 분화 유도 (Eleutherococcus sessiliflorus induces differentiation of prechondrogenic ATDC5 Cells)

  • 스레스타 사로즈쿠마;송정빈;이성현;이동헌;김호철;소윤조
    • 대한본초학회지
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    • 제37권1호
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    • pp.51-59
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    • 2022
  • Objectives : The process through which mesenchymal cells condense and differentiate into chondrocytes to form new bone is known as endochondral bone formation. Chondrogenic differentiation and hypertrophy are essential steps in bone formation and are influenced by various factors. The stem bark and root bark of Eleutherococcus sessiliflorus (ES) have been widely used to treat growth retardation and arthritis in traditional Korean Medicine. In this study, we aimed to investigate the possible role of the stem bark of ES in the stimulation of chondrogenic differentiation in clonal murine chondrogenic ATDC5 cells. Methods : In ATDC5 cells treated with ES extract, cell viability and extracellular matrix production were determined using CCK-8 assay and Alcian blue staining, respectively, and alkaline phosphatase activity was measured. We also examined mRNA and protein expression levels of genes related to chondrogenic expression in ATDC5 cells using reverse transcription-polymerase chain reaction and western blot analyses. Results : ES extract increased the accumulation of Alcian blue-stained cartilage nodules and alkaline phosphatase activity in ATDC5 cells. It increased the mRNA expressions of chondrogenic markers including bone sialoprotein (BSP), cartilage collagens, Runt-related transcription factor-2 (RUNX-2), osteocalcin (OCN), β-catenin, and bone morphogenetic protein-2 (BMP-2), as well as the protein expressions of β-catenin, RUNX-2, BMP-2, and alkaline phosphatase (ALP). Conclusion : Taken together, these results suggest that ES extract exhibits a chondromodulating activity and therefore may be a possible agent for the treatment of bone growth disorders.