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PathGAN: Local path planning with attentive generative adversarial networks

  • Dooseop Choi;Seung-Jun Han;Kyoung-Wook Min;Jeongdan Choi
    • ETRI Journal
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    • 제44권6호
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    • pp.1004-1019
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    • 2022
  • For autonomous driving without high-definition maps, we present a model capable of generating multiple plausible paths from egocentric images for autonomous vehicles. Our generative model comprises two neural networks: feature extraction network (FEN) and path generation network (PGN). The FEN extracts meaningful features from an egocentric image, whereas the PGN generates multiple paths from the features, given a driving intention and speed. To ensure that the paths generated are plausible and consistent with the intention, we introduce an attentive discriminator and train it with the PGN under a generative adversarial network framework. Furthermore, we devise an interaction model between the positions in the paths and the intentions hidden in the positions and design a novel PGN architecture that reflects the interaction model for improving the accuracy and diversity of the generated paths. Finally, we introduce ETRIDriving, a dataset for autonomous driving, in which the recorded sensor data are labeled with discrete high-level driving actions, and demonstrate the state-of-the-art performance of the proposed model on ETRIDriving in terms of accuracy and diversity.

Novel Phosphors for UV Excitable White Light Emitting Diodes

  • Liu, Ru-Shi;Lin, Chun-Che;Tang, Yu-Sheng;Hu, Shu-Fen
    • 한국정보디스플레이학회:학술대회논문집
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    • 한국정보디스플레이학회 2008년도 International Meeting on Information Display
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    • pp.1343-1346
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    • 2008
  • $KSrPO_4$ and $Sr_3(Al_2O_5)Cl_2$ phosphors doped with $Eu^{2+}$ emit a blue and orange-yellow luminescence under ultraviolet (UV) excitation at ~ 400 nm, respectivel, which can be used for making white light emitting diodes.

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Deregulated Expression of Cry1 and Cry2 in Human Gliomas

  • Luo, Yong;Wang, Fan;Chen, Lv-An;Chen, Xiao-Wei;Chen, Zhi-Jun;Liu, Ping-Fei;Li, Fen-Fen;Li, Cai-Yan;Liang, Wu
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권11호
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    • pp.5725-5728
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    • 2012
  • Growing evidence shows that deregulation of the circadian clock plays an important role in the development of malignant tumors, including gliomas. However, the molecular mechanisms of gene chnages controlling circadian rhythm in glioma cells have not been explored. Using real time polymerase chain reaction and immunohistochemistry techniques, we examined the expression of two important clock genes, cry1 and cry2, in 69 gliomas. In this study, out of 69 gliomas, 38 were cry1-positive, and 51 were cry2-positive. The expression levels of cry1 and cry2 in glioma cells were significantly different from the surrounding non-glioma cells (P<0.01). The difference in the expression rate of cry1 and cry 2 in high-grade (grade III and IV) and low-grade (grade 1 and II) gliomas was non-significant (P>0.05) but there was a difference in the intensity of immunoactivity for cry 2 between high-grade gliomas and low-grade gliomas (r=-0.384, P=0.021). In this study, we found that the expression of cry1 and cry2 in glioma cells was much lower than in the surrounding non-glioma cells. Therefore, we suggest that disturbances in cry1 and cry2 expression may result in the disruption of the control of normal circadian rhythm, thus benefiting the survival of glioma cells. Differential expression of circadian clock genes in glioma and non-glioma cells may provide a molecular basis for the chemotherapy of gliomas.

Formation of DNA-protein Cross-links Mediated by C1'-oxidized Abasic Lesion in Mouse Embryonic Fibroblast Cell-free Extracts

  • Sung, Jung-Suk;Park, In-Kook
    • Animal cells and systems
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    • 제9권2호
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    • pp.79-85
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    • 2005
  • Oxidized abasic residues arise as a major class of DNA damage by a variety of agents involving free radical attack and oxidation of deoxyribose sugar components. 2-deoxyribonolactone (dL) is a C1'-oxidized abasic lesion implicated in DNA strand scission, mutagenesis, and covalent DNA-protein cross-link (DPC). We show here that mammalian cell-free extract give rise to stable DPC formation that is specifically mediated by dL residue. When a duplex DNA containing dL at the site-specific position was incubated with cell-free extracts of Po ${\beta}-proficient$ and -deficient mouse embryonic fibroblast cells, the formation of major dL-mediated DPC was dependent on the presence of DNA polymerase (Pol) ${\beta}$. Formation of dL-specific DPC was also observed with histones and FEN1 nuclease, although the reactivity in forming dL-mediated DPC was significantly higher with Pol ${\beta}$ than with histones or FEN1. DNA repair assay with a defined DPC revealed that the dL lesion once cross-linked with Pol ${\beta}$ was resistant to nucleotide excision repair activity of cell-free extract. Analysis of nucleotide excision repair utilizing a model DNA substrate containing a (6-4) photoproduct suggested that excision process for DPC was inhibited because of DNA single-strand incision at 5' of the lesion. Consequently DPC mediated by dL lesion may not be readily repaired by DNA excision repair pathway but instead function as unusual DNA damage causing a prolonged DNA strand break and trapping of the major base excision repair enzyme.

기구인영맥(氣口人迎脈)에 관한 연구 (A study on Gigoo-inyoung pulse)

  • 석진한;심철웅;최현배;이시형
    • 대한한의정보학회지
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    • 제18권1호
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    • pp.78-115
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    • 2012
  • Pulse diagnosis has been highly valued in many East Asian medical books, since "Huangdaineijing(黃帝內經)" published. Gigoo-inyoung pulse method(氣口人迎脈法) is one of the four pulse diagnostic methods originally written in"Huangdaineijing(黃帝內經)". At the late 3rd century, "Maijing(脈經)" redefined the positions of Gigoo-inyoung pulse(氣口人迎脈). According to "Maijing(脈經)", both spots were 1fen(分) in front of guan(關) but Gigoo on the right hand and Inyoung on the left hand. At the middle of 13th century, "Maekgyolejijangbyungsikdoseol(脈訣指掌病式圖說)" had detailed view points about the manner of reading Gigoo-inyoung pulse. "Maekgyolejijangbyungsikdoseol(脈訣指掌病式圖說)" explained clearly the position of 1fen(分) in front of guan(關) by sketch of wrist. The location indicated the border of cun(寸) and guan(關). It also explained clearly corresponding certain cun-guan-chi(寸關尺) with Gigoo-inyoung pulse by sketch. "Euihackipmoon(醫學入門)" is a comprehensive book on medicine written by Lee-Cheon(李梴) in Ming(明) dynasty. In this book, pulse diagnosis is the most emphasized method among the four techniques of diagnosis(四診). Furthermore, it introduces detailed information about Gigoo-inyoung pulse method(氣口人迎脈法) in "Gigoo-inyoungmaekgyole(氣口人迎脈訣)". Lee-Cheon concured in the theory of "Yeongruegumbang(永類鈐方)" and "Maekgyolejijangbyungsikdoseol(脈訣指掌病式圖說)" and put a short essay about Gigoo-inyoung pulse named "Gigoo-inyoungmaekgyole(氣口人迎脈訣)" quoted from the two books. Therefore, throughout many chapters of "Euihackipmoon(醫學入門)", Gigoo-inyoung pulse is used in order to distinguish internal damage(內傷) and external contraction(外感). "Maekgyolejijangbyungsikdoseol(脈訣指掌病式圖說)" and "Euihackipmoon(醫學入門)" understood Gigoo-inyoung pulse commonly by corresponding certain cun-guan-chi(寸關尺) with Gigoo-inyoung pulse. Therefrom, Gigoo-inyoung pulse can distinguish seven emotions(七情) of internal damage(內傷) or six excesses(六淫) of external contraction(外感).

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Isolation, Characterization and Numerical Taxonomy of Novel Oxalate-oxidizing Bacteria

  • Sahin, Nurettin;Gokler, Isa;Tamer, Abdurrahman
    • Journal of Microbiology
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    • 제40권2호
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    • pp.109-118
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    • 2002
  • The present work is aimed at providing additional new pure cultures of oxalate utilizing bacteria and its preliminary characterization for further work in the field of oxalate-metabolism and taxonomic studies. The taxonomy of 14 mesophilic, aerobic oxalotrophic bacteria isolated by an enrichment culture technique from soils rhizosphers, and the juice of the petiole/stem tissue of plants was investigated. Isolates were characterized with 95 morphological, biochemical and physiological tests. Cellular lipid components and carotenoids of isolates were also studied as an aid to taxonomic characterization. All isolates were Gram-negative, oxidase and catalase positive and no growth factors were required. In addition to oxalates, some of the strains grow on methanol and/or formate. The taxonomic similarities among isolates, reference strains or previously reported oxalotrophic bacteria were analysed by using the Simple Matching (S/ sub SM/) and Jaccard (S$\_$J/) Coefficients. Clustering was performed by using the unweighted pair group method with arithmetic averages (UPGMA) algorithm. The oxalotrophic strains formed five major and two single-member clusters at the 70-86% similarity level. Based on the numerical taxonomy, isolates were separated into three phenotypic groups. Pink-pigmented strains belonged to Methylobacterium extorquens, yellow-pigmented strains were most similar to Pseudomonas sp. YOx and Xanthobacter autorophicus, and heterogeneous non-pigmented strains were closely related to genera Azospirillum, Ancylobacter, Burkholderia and Pseudomonas. New strains belonged to the genera Pseudomonas, Azospirillum and Ancylobacter that differ taxonomically from other known oxalate oxidizers were obtained. Numerical analysis indicated that some strains of the yellow-pigmented and nonpigmented clusters might represent new species.

Depilatory creams increase the number of hair follicles, and dermal fibroblasts expressing interleukin-6, tumor necrosis factor-α, and tumor necrosis factor-β in mouse skin

  • Tsai, Pi-Fen;Chou, Fen-Pi;Yu, Ting-Shuan;Lee, Huei-Jane;Chiu, Chun-Tang
    • The Korean Journal of Physiology and Pharmacology
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    • 제25권6호
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    • pp.497-506
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    • 2021
  • Besides using for hair removal, depilatory agents have been considered to be used as a penetration enhancer for transepidermal drug delivery. To examine the effect in hair follicles (HFs), two commercially available depilatory creams were tested on the dorsal skin of mice to monitor the effect deep into the skin structure. Fifteen male BALB/c mice were used in this study. Depilatory creams were applied to the dorsal skin of the same animal using shaved and untouched treatments as controls to minimize individual differences. Skin samples were collected at three days, one week and two weeks (n = 5 for each) after the treatment, and subjected for hematoxylin-eosin staining, and immunohistochemical analysis for proinflammatory cytokines. The morphological examination showed an increase in the thickness of epidermal layer of the depilatory cream-treated skin at early time points and in the subcutis at two weeks. Depilatory cream promoted entry of anagen phase and increased the number of hair follicles in the subcutis at one and two weeks. Immunohistochemistry showed elevated percentages of dermal fibroblasts expressing interleukin-6, tumor necrosis factor-α, and tumor necrosis factor-β. Shaving process increased the thickness of epidermis and dermis as depilatory creams did, but did neither induce the expression of proinflammatory cytokines in the dermal fibroblasts nor the number of HFs. The results suggested that the commercially available depilatory creams caused a transient minor inflammatory response of the skin and increased the levels of cytokines that might subsequently affect hair growth.

Mutations in the GyrA Subunit of DNA Gyrase and the ParC Subunit of Topoisomerase IV in Clinical Strains of Fluoroquinolone-Resistant Shigella in Anhui, China

  • Hu, Li-Fen;Li, Jia-Bin;Ye, Ying;Li, Xu
    • Journal of Microbiology
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    • 제45권2호
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    • pp.168-170
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    • 2007
  • In this research 26 Shigella isolates were examined by PCR and direct nucleotide sequencing for genetic alterations in the quinolone-resistance determining regions (QRDRs). We tested for the presence of qnr genes by PCR in 91 strains, but no qnr genes were found. The results did show, however, some novel mutations at codon 83 of gyrA ($Ser{\rightarrow}Ile$) and codon 64 of parC ($Ala64{\rightarrow}Cys,\;Ala64{\rightarrow}Asp$), which were related to fluroquinolone resistance.

State of the Science: Salivary Biomarker Utilization for Stress Research

  • An, Kyungeh;Starkweather, Angela;Sturgill, Jamie;Kao, Hsueh-Fen S.;Salyer, Jeanne
    • Perspectives in Nursing Science
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    • 제11권2호
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    • pp.87-93
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    • 2014
  • Purpose: The use of salivary biomarkers for stress research is increasing based on the convenience of collection, affordability and scientific merit. This short review provides an overview of the state of the science of salivary biomarkers utilized in research related to stress. Methods: An integrative review was conducted. Results: The trend of utilizing salivary biomarkers in stress research was reviewed, specifically, focusing on the use of endocrine and inflammatory biomarkers incorporated in previous stress research. Then, a review of sampling procedures for salivary biomarkers and the analytic methods is provided. Finally, a discussion on the strengths and areas for improvement in the use of salivary biomarkers in stress research is included. Conclusion: Salivary biomarkers as an alternative to blood biomarkers are increasingly being recognized as a legitimate source for analyzing the stress response in humans.