• International journal of advanced smart convergence
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• 제12권4호
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• pp.434-442
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• 2023

The relationship between acute kidney injury (AKI) prediction and nephrotoxic drugs, or drugs that adversely affect kidney function, is one that has yet to be explored in the critical care setting. One contributing factor to this gap in research is the limited investigation of drug modalities in the intensive care unit (ICU) context, due to the challenges of processing prescription data into the corresponding drug representations and a lack in the comprehensive understanding of these drug representations. This study addresses this gap by proposing a novel approach that leverages patient prescription data as a modality to improve existing models for AKI prediction. We base our research on Electronic Health Record (EHR) data, extracting the relevant patient prescription information and converting it into the selected drug representation for our research, the extended-connectivity fingerprint (ECFP). Furthermore, we adopt a unique multimodal approach, developing machine learning models and 1D Convolutional Neural Networks (CNN) applied to clinical drug representations, establishing a procedure which has not been used by any previous studies predicting AKI. The findings showcase a notable improvement in AKI prediction through the integration of drug embeddings and other patient cohort features. By using drug features represented as ECFP molecular fingerprints along with common cohort features such as demographics and lab test values, we achieved a considerable improvement in model performance for the AKI prediction task over the baseline model which does not include the drug representations as features, indicating that our distinct approach enhances existing baseline techniques and highlights the relevance of drug data in predicting AKI in the ICU setting.

• 한국전기전자재료학회논문지
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• 제24권7호
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• pp.574-577
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• 2011

In this study, we use the $2.5cm{\times}7.5cm$ soda lime glass as the substrate. We used the ultrasonicator. Glass was dipped in the acetone, methanol and DI water respectively for 10 minutes. Ar(99.99%)gas was used as the sputtering gas. We varied the RF power between 100~175 W with 25 W steps. Base pressure was kept by turbo molecular pump at $3.0{\times}10^{-6}$ torr. Working pressure was kept by injection of Ar gas. ZnS thin films were deposited with the radio frequency magnetron sputtering technique at various temperatures and sputtering powers. It is also clearly observed that, the intensity of the (111) XRD peak increases with increasing the RF power. Electrical properties were measured by hall effect methods at room temperature. The resistivity, carrier concentration, and hall mobility of ZnS deposited on glass substrate as a function of sputtering power. It can be seen that as the sputtering power increase from 100 to 175 W, the resistivity of the films on glass decreased significantly from $8.1{\times}10^{-2}$ to $1.2{\times}10^{-3}\;{\Omega}{\cdot}cm$. This behavior could be explained by the effect of the sputtering power on the mobility and carrier concentration. When the RF power increases, the carrier concentration increases slightly while the resistivity decreases significantly. These variation originate from improved crystallinity and enhanced substitutional doping as the sputtering power increases.

• BMB Reports
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• 제39권4호
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• pp.339-345
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• 2006

The blood-neural barrier (BNB), including blood-brain barrier (BBB) and blood-retinal barrier (BRB), is an endothelial barrier constructed by an extensive network of endothelial cells, astrocytes and neurons to form functional 'neurovascular units', which has an important role in maintaining a precisely regulated microenvironment for reliable neuronal activity. Although failure of the BNB may be a precipitating event or a consequence, the breakdown of BNB is closely related with the development and progression of CNS diseases. Therefore, BNB is most essential in the regulation of microenvironment of the CNS. The BNB is a selective diffusion barrier characterized by tight junctions between endothelial cells, lack of fenestrations, and specific BNB transporters. The BNB have been shown to be astrocyte dependent, for it is formed by the CNS capillary endothelial cells, surrounded by astrocytic end-foot processes. Given the anatomical associations with endothelial cells, it could be supposed that astrocytes play a role in the development, maintenance, and breakdown of the BNB. Therefore, astrocytes-endothelial cells interaction influences the BNB in both physiological and pathological conditions. If we better understand mutual interactions between astrocytes and endothelial cells, in the near future, we could provide a critical solution to the BNB problems and create new opportunities for future success of treating CNS diseases. Here, we focused astrocyte-endothelial cell interaction in the formation and function of the BNB.

• Rapid Communication in Photoscience
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• 제1권1호
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• pp.1-9
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• 2012

Luminescent lanthanide complexes have been overviewed for advanced photonics applications. Lanthanide(III) ions ($Ln^{3+}$) were encapsulated by the luminescent ligands such as metalloporphyrins, naphthalenes, anthracene, push-pull diketone derivatives and boron dipyrromethene(bodipy). The energy levels of the luminescent ligands were tailored to maintain the effective energy transfer process from luminescent ligands to $Ln^{3+}$ ions for getting a higher optical amplification gain. Also, key parameters for emission enhancement and efficient energy transfer pathways for the sensitization of $Ln^{3+}$ ions by luminescent ligands were investigated. Furthermore, to enhance the optophysical properties of novel luminescent $Ln^{3+}$ complexes, aryl ether-functionalized dendrons as photon antennas have been incorporated into luminescent $Ln^{3+}$ complexes, yielding novel $Ln^{3+}$-cored dendrimer complex such as metalloporphyrins, naphthalenes, and anthracenes bearing the Fr$\acute{e}$chet aryl-ether dendrons, namely, ($Er^{3+}-[Gn-Pt-Por]_3$ (terpy), $Er^{3+}-[Gn-Naph]_3$(terpy) and $Er^{3+}-[Gn-An]_3$(terpy)). These complexs showed much stronger near-IR emission bands at 1530 nm, originated from the 4f-4f electronic transition of the first excited state ($^4I_{13/2}$) to the ground state ($^4I_{15/2}$) of the partially filled 4f shell. A significant decrease in the fluorescence of metalloporphyrins, naphthalenes and anthracene ligand were accompanied by a strong increase in the near IR emission of the $Ln^{3+}$ ions. The near IR emission intensities of $Ln^{3+}$ ions in the lanthanide(III)-encapsulated dendrimer complexes were dramatically enhanced with increasing the generation number (n) of dendrons, due to the site-isolation and the light-harvesting(LH) effects. Furthermore, it was first attempted to distinguish between the site-isolation and the light-harvesting effects in the present complexes. In this review, synthesis and photophysical studies of inert and stable luminescent $Ln^{3+}$ complexes will be dealt for the advanced photonics applications. Also, the review will include the exploratory investigation of the key parameters for emission enhancement and the effective energy transfer pathways from luminescent ligands to $Ln^{3+}$ ions with $Ln^{3+}$-chelated prototype complexes.

• 항공우주산업기술동향
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• 제6권1호
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• pp.90-98
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• 2008

나노기술(NT, Nanotechnology)은 분자 및 원자 수준에서 물질을 제작 및 가공할 수 있는 초극미세기술을 의미하며, 재료, 물리, 전자 등의 기존의 기술 분야들을 융합하여 새로운 기술 영역을 구축하는 학제간 연구(Interdisciplinary)가 필요한 분야이다. 국내에서는 탄소나노튜브가 향후 반도체를 견인할 10대 신성장동력 미래기술로 선정되어 활발한 연구가 이루어지고 있다. 나노기술이 미소과학 분야라면 우주기술(ST, Space Technology)는 거대 복합과학 분야를 대표하는 기술로서 기계, 재료, 전자, 통신 등의 기술을 활용하는 시스템 기술이다. 우리나라의 우주개발은 선진국 보다 비록40년 가량 늦었지만 15년 남짓한 기간에 기술자립화 단계로 나아가는 비약적인 성과를 보여주고 있다. 전남 고흥에 나로우주센터가 완공되면 우리 땅에서, 우리 위성을, 우리 발사체로 발사할 수 있게 된다. 나노기술분야는 나노재료, 나노전자, 나노제조 등 매우 광범위하므로 우주기술 개발을 위한 제한된 자원의 견지에서, 비용 대비 성능이 가장 우수하게 평가되는 나노 기술적 구성요소들에 집중하는 것이 필요하다. 본 논문에서는 미국 NASA에서 수행중인 나노기술 개발현황과 유럽의 9차 나노포럼에서 보고한 우주항공분야의 나노기술을 기초로, 현재 우주항공선진국에서 수행중인 개발 현황을 정리하였다. 성능 나노기술의 도움으로 이전에는 불가능하였던 우주 기술이 현실로 다가오고 있는바, 우주개발의 경쟁력을 얻기 위해서는 나노기술을 접목해야만 한다는 것을 알 수 있다. 우리나라는 국가우주개발중장기계획에 따라 2025년 달탐사 착륙선을 개발할 계획이므로, 나노기술을 적극적으로 활용하여 선진국수준의 기술을 확보해야 할 것이다.

• 한국발생생물학회지:발생과생식
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• 제11권3호
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• pp.205-217
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• 2007

본 연구는 자궁근종 성장에 관한 분자생물학적인 기전의 이해를 위해 자궁근종 및 정상 자궁근세포의 초기 배양방법을 확립하기 위해 실시하였다. 이를 위해 최종적으로 두 가지 세포 배양 방법이 확립되었다. 그리고 안정적으로 연구(특히, 여성호르몬에 대한 반응 연구)에 사용할 수 있는 가장 적합한 세포 배양 방법이 모색되었다. 두 가지 세포 배양 조건 중 두 번째 방법(method 2)이 안정적으로 세포의 반응을 연구하는데 더 나은 방법으로 결론 내려졌고, 여성호르몬에 대한 반응이 더 좋은 것으로 밝혀졌다. 이 방법을 통해 배양된 세포에 $E_2$를 처리했을 때 정상 자궁근세포에 비해 근종세포에서 PR, IGF-1 and IGF-1 receptor mRNA의 발현이 더 높은 것으로 나타났다. 더욱이 주변에 있는 세포들보다는 조직에서 좀 더 큰 반응을 보였으며, 이는 $E_2$에 대한 세포의 반응에 세포외기질(extracellular matrix)과 세포 사이의 상호작용이 필요하다는 것을 의미한다. 결론적으로 이러한 근종세포 및 조직의 초기 배양 방법은 in vitro 상에서 종양 발생에 대한 기초연구를 위해 유용하게 사용될 수 있을 것으로 사료된다.

• 한국진공학회:학술대회논문집
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• 한국진공학회 2011년도 제41회 하계 정기 학술대회 초록집
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• pp.293-294
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• 2011

It is known that semiconductor quantum-dot (QD) heterostructures have superior zero-dimensional quantum confinement, and they have been successfully applied to semiconductor laser diodes (QDLDs) for optical communication and infrared photodetectors (QDIPs) for thermal images [1]. The self-assembled QDs are normally formed at Stranski-Krastanov (S-K) growth mode utilizing the accumulated strain due to lattice-mismatch existing at heterointerfaces between QDs and cap layers. In order to increase the areal density and the number of stacks of QDs, recently, sub-monolayer (SML)-thick QDs (SQDs) with reduced strain were tried by equivalent thicknesses thinner than a wetting layer (WL) existing in conventional QDs (CQDs) by S-K mode. Despite that it is very different from CQDs with a well-defined WL, the SQD structure has been successfully applied to QDIP[2]. In this study, optical characteristics are investigated by using photoluminescence (PL) spectra taken from self-assembled InAs/GaAs QDs whose coverage are changing from submonolayer to a few monolayers. The QD structures were grown by using molecular beam epitaxy (MBE) on semi-insulating GaAs (100) substrates, and formed at a substrate temperature of 480$^{\circ}C$ followed by covering GaAs cap layer at 590$^{\circ}C$. We prepared six 10-period-stacked QD samples with different InAs coverages and thicknesses of GaAs spacer layers. In the QD coverage below WL thickness (~1.7 ML), the majority of SQDs with no WL coexisted with a small amount of CQDs with a WL, and multi-peak spectra changed to a single peak profile. A transition from SQDs to CQDs was found before and after a WL formation, and the sublevel of SQDs peaking at (1.32${\pm}$0.1) eV was much closer to the GaAs bandedge than that of CQDs (~1.2 eV). These revealed that QDs with no WL could be formed by near-ML coverage in InAs/GaAs system, and single-mode SQDs could be achieved by 1.5 ML just below WL that a strain field was entirely uniform.

• 한국보건간호학회지
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• 제16권1호
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• pp.176-189
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• 2002

The purpose of this study were to illustrate the various medication error types and causes and identified to related drugs to provide basic data for preventing nurses' medication error by analysing 73 cases of AJN 'medication Error' column(1993, Oct -2000, Nov). Nurses' types of medication error were classified into 7 types. The most frequent error types are wrong medication$(21.9\%)$ and the wrong dose$(21.9\%)$ together. The others are wrong $time(4.1\%)$, $omission(2.7\%)$, mechanical $error(2.7\%)$, incorrect IV $rate(1.4\%)$. wrong route $administration(1.4\%)$ in order. Nurses' causes of medication error were 9 kinds. The most frequent type is confusing between similar drug shape, color, size, name, injection devices and patient's $name(43.9\%)$ and the others are lack of knowledge about $drugs(26.8\%),\; slips(7.3\%),\; miscalculating\;dose(4.9\%)$, incorrect adjusts $devices(4.9\%)$, difficulty to read or illegible decimal $point(4.9\%),$ $abbreviation(2.4\%)$, fatigue with $overwork(2.4\%)$ and no communication with $patient(2.4\%)$ in order. Related drugs with medication error are as follows. - dose unit(IU. minims. mcg/min. mEq) : Heparin. insulin. synthetic calcitonin, some enzymes and hormones, vitamins, some antibiotics, tuberculin injection. MgSO4 injection. nitroglycerin - similar size, color and shape drug : $0.9\%$ N/S and acetic acid $0.25\%$ for irrigation. premixed 2mg lidocaine sol. and $0.9\%$ N/S, gentamycin 20mg/2mL for children and 80mg/2mL for adult, dextroamphetamine 5mg and 10mg capsule. sedatives chloral hydrate 250mg/5mL and 500mg/5mL - similar name :Aredia(pamidronate disodium) and Adriamycin(doxorubicin), Lamictal (lamotrigine) and Lamisil 250mg. Elderpryl and enalapril, cefotaxime and cefoxitin, carboplatin and cisplatin, sumatriptan and zolmitriptan, Celebrex and Celexa, Humulin and Humalog, Percodan and Percocet, Diabeta and Diabinese, Epivir and Retrovir, Xanax(alprazolam) and Zantac(ranitidine) - decimal point : low molecular weight warfarin, methotrexate - unfamiliar drug uses of familiar drug ; methotrexate. droperidol, imipramine, propranolol - number of drug name(misleading chemical name) : 6-thioguanine, 6-mercaptopurine, 5-fluorouracil - type of administration route : Oxycodone(OxyContin). - administration time : acarbose(Precose). - injection way (Z-track method): hydroxyzine - epidural cathether : LMWHs(enoxaparin, dalteparin), - ADD Vantage self contained delivery system : ceftriaxone(Rocephin)

• 한국방사선학회논문지
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• 제13권2호
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• pp.153-158
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• 2019

이 연구의 목적은 3D 프린팅 기술로 만든 맞춤형 소지, 본인의 실제 소지 및 보조기 업체 석고 양성 소지를 이용하여 세 종류의 소지의 형상 차이를 CT와 3D 스캐너로 횡단면 넓이와 부피를 분산 분석하였다. PASC Progrm으로 실제 거리를 측정하는 (Caliper Toll) 기능을 이용하여 15.69 mm지점(Distal Interphalangel Joints(DIP))의 넓이를 각각 30회씩 측정하였고, 부피(Volume)에서 Meshmixer Program의 Configure Units을 이용하였다. 세 종류의 소지 횡단면 넓이에서는 유의한 차이를 볼 수가 없었고, 부피(Volume)에서 0.2 mm의 차이가 있었지만, 유의 수준보다 크게 나타났다. 따라서 본 연구의 결과는 의료분야에서 3D 프린팅 기술을 활용한 맞춤형 보조기 제작에 활성화될 것으로 보여준다.

• 대한임상검사과학회지
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• 제54권4호
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• pp.239-248
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• 2022

임상미생물학 분야에서 세균의 분류는 끊임없이 변화하는 상태에 있다. 무산소성 세균의 대규모 분류와 명명법은 지난 수십년 동안 발생되었는데, 주로 16S rRNA 염기서열 분석 및 전체 게놈 염기서열(WGS) 분석과 같은 분자 기술의 발전 때문이다. 새로운 균속과 균종이 추가되었고, 기존 균종과 균속은 재분류되었거나 재명명되었다. 임상미생물검사실의 주요 역할은 임상적으로 중요한 세균의 정확한 동정 및 적절한 감수성 시험, 그리고 신속한 보고 및 임상의와의 의사 소통이다. 무산소성 세균의 분류학적 변화는 진단적으로 적절한 보고 항균제의 선택과 항균제 감수성 해석 기준의 적용에 잠정적으로 영향을 미칠 수 있다. 이는 신흥 병원성 무산소성 세균의 항균제 내성 및 잘못된 동정은 환자 치료에 있어서 부적절한 경험적 치료를 유발할 수 있기 때문이다. 따라서, 임상미생물검사실은 주기적으로 무산소성 세균의 분류학적 변경 사항을 업데이트하고, 임상의에게 이러한 변경 사항을 적절하게 알려야 한다. 이 논문에서는 임상적으로 중요한 무산소성 세균의 분류에 관한 업데이트을 제시하였고, 이전의 균명 또는 동의어을 함께 기술하였다. 무산소성 세균의 분류 업데이트는 무산소성 세균 감염에 대한 항균제 요법을 안내하고, 치료 실패를 예방하는데 임상미생물검사실과 임상의 모두에게 도움이 될 수 있다.