• Title/Summary/Keyword: 암 검출

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Development of Bone Metastasis Detection Algorithm on Abdominal Computed Tomography Image using Pixel Wise Fully Convolutional Network (픽셀 단위 컨볼루션 네트워크를 이용한 복부 컴퓨터 단층촬영 영상 기반 골전이암 병변 검출 알고리즘 개발)

  • Kim, Jooyoung;Lee, Siyoung;Kim, Kyuri;Cho, Kyeongwon;You, Sungmin;So, Soonwon;Park, Eunkyoung;Cho, Baek Hwan;Choi, Dongil;Park, Hoon Ki;Kim, In Young
    • Journal of Biomedical Engineering Research
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    • v.38 no.6
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    • pp.321-329
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    • 2017
  • This paper presents a bone metastasis Detection algorithm on abdominal computed tomography images for early detection using fully convolutional neural networks. The images were taken from patients with various cancers (such as lung cancer, breast cancer, colorectal cancer, etc), and thus the locations of those lesions were varied. To overcome the lack of data, we augmented the data by adjusting the brightness of the images or flipping the images. Before the augmentation, when 70% of the whole data were used in the pre-test, we could obtain the pixel-wise sensitivity of 18.75%, the specificity of 99.97% on the average of test dataset. With the augmentation, we could obtain the sensitivity of 30.65%, the specificity of 99.96%. The increase in sensitivity shows that the augmentation was effective. In the result obtained by using the whole data, the sensitivity of 38.62%, the specificity of 99.94% and the accuracy of 99.81% in the pixel-wise. lesion-wise sensitivity is 88.89% while the false alarm per case is 0.5. The results of this study did not reach the level that could substitute for the clinician. However, it may be helpful for radiologists when it can be used as a screening tool.

Design of an Endoscopic Microscope Objective Lens Composed of Flexible Fiber Bundle and Gradient-index with a High Resolution and a Minimally-Invasive Outer Diameter (광섬유 다발과 Gradient-index Lens가 결합된 고 분해능 및 최소침습 직경의 공초점 내시 현미경 대물렌즈의 설계)

  • Jang, Sun-Young;Rim, Cheon-Seog
    • Korean Journal of Optics and Photonics
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    • v.19 no.2
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    • pp.87-94
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    • 2008
  • We present a new design for an endoscope objective lens composed of a lexible fiber bundle with 30,000 core, and a gradient-index (GRIN) objective lens with an optical adaptor. The characteristic of this objective lens is to be minimally-invasive to be able to insert easily in the internal organs of live animals. The GRIN lens has a small diameter and a very simple construction, which is selected with the diameter of 1.0 mm and numerical aperture of 0.5 to achieve a minimally-invasive outer diameter and a high resolution. The resultant designed lens shows the performance as follows; a lateral resolution of 1.63 um and diameters of 100% encircled energy of $0.3\;{\mu}m$ and $0.83\;{\mu}m$ for the on-axis and the off-axis image point, respectively. Also, we can present a cheap solution with a lateral resolution of 1.74 um and diameters of 100% encircled energy of $1.10\;{\mu}m$ and $2.84\;{\mu}m$ for the on-axis and the off-axis image point, respectively.

Clinical Significance of Measuring Levels of CEA, CA19-9 in Peritoneal Washing Fluid in Patients with Gastric Cancer (위암 환자에서 복강 세척액의 CEA, CA19-9 측정의 임상적 의의)

  • Shim, Gyu-Beom;Park, Ji-Hun;Koo, Tea-Young;Min, Hyun-Sik
    • Journal of Gastric Cancer
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    • v.6 no.3
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    • pp.125-131
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    • 2006
  • Purpose: Free cancer cells exfoliated from cancer-invaded serosa contribute to peritoneal dissemination, the most frequent pattern of recurrence in patients with gastric cancer. To detect free cancer cells, CEA and CA19-9 were introduced as the markers of gastric cancer, and many methods, such as cytology, immunoassay, and reverse transcription polymerase chain reaction (RT-PCR), exist for detecting them. The aim of this study is to define the clinical significance of using immunoassay to measure the levels of CEA and CA19-9 in the peritoneal washings in patients with gastric cancer. Materials and Methods: The peritoneal washing fluids were obtained from 130 patients with gastric cancer who received a curative gastrectomy, palliative gastrectomy or open and closure. The pCEA and pCA19-9 levels were measured by using immunoassay and cytology. The results were compared with the clinicopathological data. Results: The pCEA and pCA19-9 levels were correlated with tumor invasion, lymph-node metastasis, and stage (P<0.05). Conclusion: A correlation was found between elevated pCEA and pCA19-9 levels measured by immunoassay and the TNM stage. Therefore, a combined pCEA and pCA19-9 assay could be a sensitive detector of peritoneal dissemination, as well as a predictor of postoperative prognosis. pCEA and pCA19-9 may also determine the adjuvant management strategy.

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Quantitative Determination and Stability of Curcuminoid Pigments from Turmeric (Curcuma longa L.) Root (강황 (Curcuma longa L.) 색소의 정량 및 안정성)

  • Kim Kwan-Su;Choung Myoung-Gun;Park Si-Hyung
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.50 no.spc1
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    • pp.211-215
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    • 2005
  • Three curcuminoids [curcumin (CUR), demethoxycurcumin(DEM), bisdemethoxycurcu in (BIS)] are major yellow pigments in turmleric (Curcuma longa L.) root. Contents of curcuminoids in turmeric roots collected from 6 locations were analyzed using, high performance liquid chromatography (HPLC) equipped with reversed-phase column, an UV-Vis detector at 420nm, and eluted with a mixture of acetonitrile: $0.1\%$ acetic acid in water (50 : 50, v/v) as mobile phase. The stability of curcuminoid pigments in $80\%$ methanol extract solution were investigated during storage in a freezer at $-20^{\circ}C$, room temperature in the dark, and light condition. Calibration curves for the determination of curcuminoids were made with significant linearity $(r^2=0.999**)$. Average content of total curcuminoids was 171.5 mg/g, with 91.6 mg/g of CUR, 56.9 mg/g of DEM, and 23.0 mg/g of BIS. Amount of curcuminoids during storage in a freezer was almost not changed while those in room temperature wert reduced and rapid degradation appeared after 60 days. Within 90 days, about $50\%$ curcuminoid decreased in the dark and about $70\%$ in the light condition, indicating the decomposition of curcuminoid pigments followed under light and heat.

Chemical Composition of Imported Table Salts and Kimchi Preparation Test (시판 수입 소금의 성분과 김치제조 시험)

  • 신동화;조은자;홍재식
    • Journal of Food Hygiene and Safety
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    • v.14 no.3
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    • pp.277-281
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    • 1999
  • Chemical composition of imported table salts from China (sun dried), Thailand (sun dried) and Australia (rock salt) were compared the mineral content and heavv metal contamination with Korean sun dried salt. Kimchies prepared by those salts were analyzed the quality by pH, acidity and sensory evaluation. Chemical compositions were as follows : moisturefrom 1.7% (Australia) to 8.7% (Korea), sodium chloride-from 86.7% (China, summer) to 97% (Australia), insoluble matter in water-from 0.02% (Australia) to 0.18 (China), and sulfate ionfrom 0.03% (Australia) to 1.65% (China, summer). Judging by Korean Standard(KS) of salt, salt from Australia and Thailand belong to 1st grade, Korean and Chinese (winter) to 2nd grade, and China (summer) were out of 3rd grade. Ca and Mg content of the salts tested were 0.022% (Australia) to 0.246 (China, winter), 0.036% (Australia) to 0.841% (China, summer) respectively and Pb was 1.23 ppm(China, summer)~0.61ppm(Korea) which is within the Korean regulation. The other heavy metals, Pb, Cd, As and Hg were not detected in all salts tested. The quality of Kimchi prepared by those salts were significantly no difference with Korean sun dried salt.

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Digital Tomosynthesis for Patient Alignment System Using Half-fan Mode CBCT Projection Images (Half-fan 모드를 이용한 방사선치료환자 위치교정을 위한 디지털영상 합성영상기술에 관한 예비연구)

  • Park, Justin C.;Park, Sung-Ho;Kim, Jin-Sung;Han, Young-Yih;Ju, Sang-Gyu;Shin, Eun-Hyuk;Shin, Jung-Suk;Park, Hee-Chul;Ahn, Yong-Chan;Song, Willian Y.
    • Progress in Medical Physics
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    • v.21 no.4
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    • pp.360-366
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    • 2010
  • To generate on-board digital tomosynthesis (DTS) for three-dimensionalimage-guided radiation therapy (IGRT) as an alternative to conventional portal imaging or on-board cone-beam computed tomography (CBCT), two clinical cases (liver and bladder) were selected to illustrate the capabilities of on-board DTS for IGRT. DTS images were generated from subsets of CBCT projection data (45, 162 projections) using half-fan mode scanning with a Feldkamp-type reconstruction algorithm. Digital tomosynthesis slices appeared similar to coincident CBCT planes and yielded substantially more anatomic information. Improved bony and soft-tissue visibility in DTS images is likely to improve target localization compared with radiographic verification techniques and might allow for daily localization of a soft-tissue target. Digital tomosynthesis might allow targeting of the treatment volume on the basis of daily localization.

Fluorescence Detection for Protoporphyrin IX Induced from 5-ALA and ALA-methyl ester in Incubated Liver Cancer Cells (간암 세포주에서 5-ALA 및 ALA-methyl ester에 의해 유도된 Protoporphyrin IX의 형광 검출)

  • Kim, Myung-Hwa;Kim, Jung-Mi;Kim, Hyun-Jeong;Lee, In-Seon;Kim, Kyung-Chan;Lee, Chang-Seop
    • KSBB Journal
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    • v.22 no.3
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    • pp.168-173
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    • 2007
  • To clarify the usefulness of fluorescent diagnosis for cancer, we investigated the optimal method of administrating 5-aminolevulinic acid (5-ALA), 5-aminolevulinic acid methyl ester (ALA-methyl ester) by analyzing fluorescence signal of Protoporphyrin IX (PpIX) in the cultured normal and cancer cells. 5-ALA and ALA-methyl ester was injected as a photosensitizer to the cancer liver cells (HepG2) and normal liver cells (Chang). Chang and HepG2 cells were incubated with various concentrations of 5-ALA and ALA-methyl ester (0-800 ${\mu}g/mL$). The accumulation of PpIX induced by 5-ALA and ALA-methyl ester was in HepG2 and Chang. The cell viability was measured by MTT assay. Fluorescence of PpIX in HepG2 cell was excited at a wavelength ($\lambda$ = 410 nm) and showed an emission spectrum at 603.2 nm, 660.8 nm and 603.2 nm, 661.4 nm which could be related to the PpIX generation induced by the applied 5-ALA and ALA-methyl ester, respectively. The experimental results showed that fluorescence signal of PpIX was proportional to the concentration of 5-ALA and ALA-methyl ester in tumor cells, but measured with low concentration in normal cells. Another results showed that the PpIX formation rate induced by ALA-methyl ester is higher than that of 5-ALA.

EGFR Analysis in Cytologic Samples of Lung Adenocarcinoma by Microdissection (미세 절제에 의한 폐 선암 세포 검체에서 EGFR 분석)

  • Han, Jeong Yeon;Lee, Hoon Taek;Oh, Seo Young
    • Korean Journal of Clinical Laboratory Science
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    • v.47 no.3
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    • pp.125-131
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    • 2015
  • The discovery of activating mutations in EGFR in a subset of lung adenocarcinomas was a major advance in our understanding of lung adenocarcinoma biology, and has led to groundbreaking studies that have demonstrated the efficacy of tyrosine kinase inhibitor therapy. Cytologic specimen procedures have become increasingly popular for obtaining diagnostic material in lung carcinomas. However, frequently the small amount of material or sparseness of tumor cells obtained from cytologic preparations limit the number of specialized studies, such as mutation analysis, that can be performed. In this study we used microdissection to isolate small numbers of tumor cells to assess for EGFR mutations from 76 cytological smear slides of patients with lung adenocarcinomas. We compared our results with previous molecular assays that had been performed on either surgical or cytology specimens as part of the patient's initial clinical work-up. Not only were we able to detect the identical EGFR mutation through the pyrosequencing, but we were also able to consistently detect the mutation from as few as 25 microdissected tumor cells. Furthermore, isolating a purer population of tumor cells resulted in increased sensitivity of mutation detection as we were able to detect mutations from microdissection-enriched cases. Therefore, microdissection can not only significantly increase the number of lung adenocarcinoma patients that can be screened for EGFR mutations, but can also facilitate the use of cytologic samples in the newly emerging field of molecular-based personalized therapies.

Identification of process generating formaldehyde in a furniture manufacturer (특정 가구 제조 공장의 포름알데히드 발생 공정 노출 평가)

  • Yoo, Kye-Mook;Lee, Mi-Young
    • Analytical Science and Technology
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    • v.27 no.5
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    • pp.243-247
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    • 2014
  • Formaldehyde is defined as carcinogen causing leukaemia, lymphoma or nasopharyngeal carcinoma at high level of exposure. Furniture-manufacturing workers can be exposed to formaldehyde, which implies serious impact on health of the workers. The authors carried out ambient monitoring of formaldehyde in the field, and identified the source of formaldehyde generated during the working process by testing the condition in the laboratory settings. After sampling formaldehyde in the air with 2,4-DNPH (2,4-dinitrophenylhydrazine) coated silica gel, we extracted formaldehyde derivative with acetonitrile and analyzed the extract using HPLC with UV detector at 360 nm. Formaldehyde was separated by ACQUITY UPLC BEH $C_{18}$ column at a flow rate of 0.5 mL/min using 45% acetonitrile as mobile phase. The workers were exposed to higher level of formaldehyde than normal air. Formaldehyde up to 0.31 ppm was detected in the process of veneer attachment, which exceeded 0.3 ppm, the ceiling value of ACGIH standard. The laboratory test of measuring formaldehyde generated from the glue and veneer used in the attachment process resulted in more formaldehyde generation as the temperature increased, and more from the veneer. Heating the veneer to $100-150^{\circ}C$ following the real condition of the manufacturing site generated 1.14-2.70 ppm of formaldehyde from the sample, which was 2-5 times higher level than Korean limit of exposure (0.5 ppm). As the workers handling and processing the veneer which was produced by wet process had high possibility to be exposed to formaldehyde, urgent improvement and management of working environment of furniture manufacturer is demanded.

Operation of Advanced Water Treatment Processes for Downstream River Source Water (상수원수의 고도정수처리 공정 파일롯 운전 연구)

  • Wang, Chang-Keun;Oh, Sang-Eun
    • Journal of Korean Society of Environmental Engineers
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    • v.34 no.1
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    • pp.1-6
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    • 2012
  • Down Stream K River has high COD (4-10 mg/L) and high $NH_3$-N concentration (3.5 mg/L during winter period). Although $NH_3$-N itself is not reported harmful at this level, it must be removed to meet drinking water standard (0.5 mg/L). We constructed a pilot plant modifying the processes of conventional drinking water facilities. Prechlorination and powdered activated carbon (PAC) dechlorination was adopted prior to a flocculation tank to remove ammonia and prevent disinfection byproducts (DBPs) formation. Also, GAC processes was included after sand filter to remove residual DOC. This pilot having a capacity of 36 ton/day was operated for one year. The GAC processes were successful to remove ammonia and many organic pollutants (DOC, MBAS, UV-254 nm absorbance, etc). Influent DOC concentrations were very high as 3~6 mg/L throughout the plant operation. It was impossible to achieve 1.0 mg/L effluent DOC, indicating that bed depth (2 m) should be increased to achieve more strict DOC quality standards. When $Cl_2$ dose was well controlled ($Cl_2/NH_3$-N ratio 10~11 on a weight basis), $NH_3$-N removal was 98% and THMs was very low possibly due to low free residual chlorine and PAC dechlorination.