• The Transactions of the Korean Institute of Electrical Engineers D
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• v.55 no.6
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• pp.274-278
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• 2006

An upgraded algorithm that in proves the performance of existing interfacing software for parsing HL7 messages is introduced. It incorporates stack operations on objects to guarantee segment order while parsing messages. This object-oriented design greatly facilitates the complicated process of validating, parsing, and creating HL7 messages in the clinical setting. The new interface engine can manage all HL7 messages corresponding to admission and registration, discharge and transfer, laboratory results, clinical images, and clinical reports. The international version of this engine, currently under development, will be tested in Asian countries using standard character code such as Unicode (ISO 10646).

• Proceedings of the Korea Information Processing Society Conference
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• 2004.05a
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• pp.1019-1022
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• 2004

일반적으로 해커들은 네트워크상에 있는 목표(Target) 시스템에 대해 공격을 시도하기 위한 사전 단계로 포트 스캐닝(Port Scanning)을 통한 정보 수집의 단계를 선행하게 된다. 이 때, 사용되는 포트 스캐닝 기술은 이미 여러가지 방법이 알려져 있으며, 네트워크 관리자의 입장에서는 정상적인 네트워크 접속과 포트 스캐닝 공격을 구분해야만 한다. 본 논문에서는 네트워크를 통한 공격의 가장 많은 부분을 차지하고 있는 스캐닝 공격을 빠르고 효율적으로 탐지할 수 있는 룰 기반의 침입 탐지 시스템을 커널레벨과 응용레벨에서 설계하고 구현하였다.

• Genomics & Informatics
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• v.19 no.4
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• pp.40.1-40.11
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• 2021

Mutation signatures represent unique sequence footprints of somatic mutations resulting from specific DNA mutagenic and repair processes. However, their causal associations and the potential utility for genome research remain largely unknown. In this study, we performed PanCancer-scale correlative analyses to identify the genomic features associated with tumor mutation burdens (TMB) and individual mutation signatures. We observed that TMB was correlated with tumor purity, ploidy, and the level of aneuploidy, as well as with the expression of cell proliferation-related genes representing genomic covariates in evaluating TMB. Correlative analyses of mutation signature levels with genes belonging to specific DNA damage-repair processes revealed that deficiencies of NHEJ1 and ALKBH3 may contribute to mutations in the settings of APOBEC cytidine deaminase activation and DNA mismatch repair deficiency, respectively. We further employed a strategy to identify feature-driven, de novo mutation signatures and demonstrated that mutation signatures can be reconstructed using known causal features. Using the strategy, we further identified tumor hypoxia-related mutation signatures similar to the APOBEC-related mutation signatures, suggesting that APOBEC activity mediates hypoxia-related mutational consequences in cancer genomes. Our study advances the mechanistic insights into the TMB and signature-based DNA mutagenic and repair processes in cancer genomes. We also propose that feature-driven mutation signature analysis can further extend the categories of cancer-relevant mutation signatures and their causal relationships.

• Journal of Multimedia Information System
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• v.3 no.3
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• pp.97-102
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• 2016

Deep learning enables machines to have perception and can potentially outperform humans in the medical field. It can save a lot of time and reduce human error by detecting certain patterns from medical images without being trained. The main goal of this paper is to build the optimal model for breast mass classification by applying various methods that influence the performance of Convolutional Neural Network (CNN). Google's newly developed software library Tensorflow was used to build CNN and the mammogram dataset used in this study was obtained from 340 breast cancer cases. The best classification performance we achieved was an accuracy of 0.887, sensitivity of 0.903, and specificity of 0.869 for normal tissue versus malignant mass classification with augmented data, more convolutional filters, and ADAM optimizer. A limitation of this method, however, was that it only considered malignant masses which are relatively easier to classify than benign masses. Therefore, further studies are required in order to properly classify any given data for medical uses.

• Journal of Biomedical Engineering Research
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• v.31 no.1
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• pp.40-49
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• 2010

A rule weight -based fuzzy classification model is proposed to analyze the patterns of admission-discharge of patients as a previous research for differential diagnosis of dyspnea. The proposed model is automatically generated from a labeled data set, supervised learning strategy, using three procedure methodology: i) select fuzzy partition regions from spatial distribution of data; ii) generate fuzzy membership functions from the selected partition regions; and iii) extract a set of candidate rules and resolve a conflict problem among the candidate rules. The effectiveness of the proposed fuzzy classification model was demonstrated by comparing the experimental results for the dyspnea patients' data set with 11 features selected from 55 features by clinicians with those obtained using the conventional classification methods, such as standard fuzzy classifier without rule weights, C4.5, QDA, kNN, and SVMs.

• Journal of the Korean Institute of Oriental Medical Informatics
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• v.11 no.1
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• pp.26-47
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• 2005

In this dissertation, I will focus on the channel entry, the effect, and the treatment throughout books of oriental medicine from ancient to modern in order to classify the medicines of the liver as main or supplementary organ. The results are as follows: 1. The kinds of the medicines of working of the liver(本臟) were 29, which were Amydae carapax(鱉甲), Chrysanthemi Flos(菊花), Cassiae Torae Semen(草決明), Plantaginis Semen(車前子), Scirpi Seu Sparganii(三稜), Ulmi Pasta Semen(蕪荑), Cinnamomi Cortex(肉桂), Fraxini Cortex(秦皮), Chaenomelis Fructus(木果), Corii Asini Colla(阿膠), Chuanxiong Rhizoma(川芎), Adenophorae Radix(沙蔘), Coicis Semen(薏苡仁), Acanthopanacis Cortex(五加皮), Zizyphi Spinosae Semen(酸棗仁), Picrorrhizae Rhizoma(胡黃連), Gentianae Radix(草龍膽), Citri Reticulatae Virdie Pericarpium(靑皮), Paeoniae Alba Radix(白芍藥), Paeoniae Rubra Radix(赤芍藥), Bupleuri Radix(柴胡), Peucedani Radix(前胡), Naturalis Indigo(靑黛), Citrus unshiu(橘葉), Rhinocerotis Cornu(犀角), Aucklandiae Radix(木香), Polygonati Odorati Rhizoma, Farfarae Flos(款冬花), Evodiae Fructus(吳茱萸), Citri Reticulatae Pericarpium(陳皮) . 2. The kinds of the medicines of working of other viscera(他臟) were 7, which were Astragaliadix(黃耆), Ginseng Radix(人蔘), pinelliae Rhizoma(半夏), Myristicae Semen, Euryales Semen, Arecae Semen, Piperis Longi Fructus. 3. Medicines, effected on the heart functioned through any other viscera are as follows: Arecae Semen works to treat Spleen Gi Entering the Liver(脾氣入肝), Piperis Longi Fructus, pinelliae Rhizoma(半夏), Euryales Semen and Myristicae Semen operate to treat Spleen Cold Entering the Liver(脾冷入肝), Astragali Radix(黃耆) and Ginseng Radix(人蔘) work to treat Spleen Vacuity Entering the Liver(脾虛入肝). In the study of concerning the medicines effected on the liver, It is considered that it dedicated to development of the medicines related to the disease of the liver and making efficient use of the medicines.

• Korean Journal of Oriental Medicine
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• v.18 no.2
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• pp.101-116
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• 2012

Objectives : This study aims to analyze the papers of the east-west medical combined treatment and suggest the research direction. Methods : 183 research papers were collected by using 25 keywords including combination(in korean words, 병용), collaborative practice(in korean words, 협진) in Korean Medical Database(KMbase) and Oriental Medicine Advanced Searching Integrated System(OASIS). We analysed the type of studies, the kind of diseases, the treatment method, the kind of herbs and drugs in frequent use, and the result of research. Results : Among the analysed 183 papers, clinical studies are 89 cases and experimental studies are 94. 5 cases of clinical studies are Randomized Controlled Trial(RCT). The cancer(50 papers) and diseases of the circulatory system(25 papers) occupied mostly in treatment studies. Because Combined treatment was actively progressed in oriental medicine, treatment was mainly applied the combined oriental medical treatment with herbs and western drugs. In herbal medicine, Mahwangyounpae-tang(麻黃潤肺湯) and Eunkyo-San(銀翹散) were frequently used in the papers. In western drugs, Cyclophosphamide, Cisplatin, and Mitomycin C were frequently used in the papers. 154 papers introduced the treatment effect, 14 papers announced the safety, and 4 papers mentioned the side effect. Conclusions : We suggested several future research direction as follows. Clinical studies based on experiment studies must be more activated and many RCT shoud be shown. Experimental group in clinical studies should be clearly separated to confirm the treatment method is effective or isn't effective. Studies about the side effect must be expanded, and every study should be confirmed both the treatment effect and safety.

• Journal of Microbiology and Biotechnology
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• v.14 no.4
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• pp.881-884
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• 2004

Apoptosis inducers for cancer therapy have been studied. Among hundreds of inducers, peptide anticancer drugs have many advantages such as being not harmful to humans, high selectivity, and dependence on their structures. Naltriben (NTB) is an octapeptide consisting of DPhe-Cys-Tyr-DTrp-Orn-Thr-Pen-Thr-$NH_2$. Several NTB analogues are known. In this experiment, apoptotic activities of NTB analogues with 8 amino acids were tested using flow cytometry. The conformational study of NTB was carried out using NMR spectroscopy and molecular modeling. Here, the relationships between conformations of NTB analogues and their apoptotic effects are reported.

• Journal of Physiology & Pathology in Korean Medicine
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• v.22 no.5
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• pp.1078-1105
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• 2008

An empirical formula that has been empirically shown to be effective for a particular condition can be said to add medicinal materials to an existing formula or to make a new prescription by the Korean medical doctors' empirical clinic. This dissertation aims to study the prescriptions according to A Confidential Document of A Distinguished Medical Family written by the writer's ancestor and to contribute to the development of Korean medicine. A Confidential Document of A Distinguished Medical Family is a medicinal recipe that is an heirloom of the Gyeongju Kim family for the eighth generation. And the date and the writer of the book are unknown. The contents of the book consist of 18 parts and are made up of about 300 medical recipes. Of these, 158 formulas and indications of cold damage, wind, urination, stool, jaundice, and internal injury are found in the book. From among these, 61 formulas was directly quoted out of The Precious Mirror of Oriental Medicine, 97 formulas are adjusted in proportion or combined. By the parity of reasoning of the above, I think that this book was published after The Precious Mirror of Oriental Medicine. I will continue to study other formulas except the formulas above mentioned.

• Journal of the Korean Institute of Oriental Medical Informatics
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• v.11 no.2
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• pp.1-13
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• 2005

Objectives To research oriental medical treatments for diabetic nephropathy by literature study Methods We reviewed oriental medical book concerning the diabetic nephropathy. Results & Conclusions 1. The diabetic nephropathy has relation to edema, dizziness, exhaustion of strenght, obstruction and rejection among the transformations of emaciation and thirst. 2. The causes of diabetic nephropathy are dry heat caused congenital defect, mental depression and greasy diet damages liquid nutrients and thereafter Gi and Yang deficiency produces blood stagnation, dampness and phlegm-turbidity. 3. The medical treatments are invigorating Gi, promoting blood flow to remove blood stasis and removing dampness through diuresis. The frequently used herb are Radix Astragali, Poria, Fructus Corni, Rhizoma Dioscoreae, Radix Salviae Miltiorrhizae, etc. and Dansam is meanigfull of all herbs for invigorating blood and dispelling blood stagnation.