• Title/Summary/Keyword: rapid detection method

Search Result 977, Processing Time 0.024 seconds

Anomaly Detection in Livestock Environmental Time Series Data Using LSTM Autoencoders: A Comparison of Performance Based on Threshold Settings (LSTM 오토인코더를 활용한 축산 환경 시계열 데이터의 이상치 탐지: 경계값 설정에 따른 성능 비교)

  • Se Yeon Chung;Sang Cheol Kim
    • Smart Media Journal
    • /
    • v.13 no.4
    • /
    • pp.48-56
    • /
    • 2024
  • In the livestock industry, detecting environmental outliers and predicting data are crucial tasks. Outliers in livestock environment data, typically gathered through time-series methods, can signal rapid changes in the environment and potential unexpected epidemics. Prompt detection and response to these outliers are essential to minimize stress in livestock and reduce economic losses for farmers by early detection of epidemic conditions. This study employs two methods to experiment and compare performances in setting thresholds that define outliers in livestock environment data outlier detection. The first method is an outlier detection using Mean Squared Error (MSE), and the second is an outlier detection using a Dynamic Threshold, which analyzes variability against the average value of previous data to identify outliers. The MSE-based method demonstrated a 94.98% accuracy rate, while the Dynamic Threshold method, which uses standard deviation, showed superior performance with 99.66% accuracy.

Rapid and Simultaneous Determination of Ginsenosides Rb1, Rb2, Rc and Re in Korean Red Ginseng Extract by HPLC using Mass/Mass Spectrometry and UV Detection

  • Kwon, Young-Min;Lee, Sung-Dong;Kang, Hyun-Sook;Cho, Mu-Gung;Hong, Soon-Sun;Park, Chae-Kyu;Lee, Jong-Tae;Jeon, Byeong-Seon;Ko, Sung-Ryong;Shon, Hyun-Joo;Choi, Dal-Woong
    • Journal of Ginseng Research
    • /
    • v.32 no.4
    • /
    • pp.390-396
    • /
    • 2008
  • For evaluating the quality of ginseng, simple and fast analysis methods are needed to determine the ginsenoside content of the ginseng products. The aim of this study was therefore to optimize conditions for fast analysis of the ginsenosides, the active ingredients in extracts of Korean red ginseng. When tandem HPLC mass spectrometry (HPLC-MS/MS) was used, four forms of ginsenoside, Rb1, Rb2, Rc, and Re, were readily separated in seven minutes using a gradient mobile phase (acetonitrile and water containing acetic acid). This is the shortest separation time reported among the studies of major ginsenoside analysis. When gradient HPLC with UV detection was used, the detection limit was high, but separation of these four ginsenosides required 25 minutes using acetonitrile and water containing formic acid as a mobile phase. HPLC-MS/MS was able to separate ginsenoside Rg1 easily regardless of the mobile phase condition, but the HPLC-UV could not separate Rg1 because acetonitrile concentration in the mobile phase had to be maintained below 20%. Ginsenoside peaks were clearer and had more sensitive detection limits when Korean red ginseng extract was analyzed by the HPLC-MS/MS, but the UV detection was useful for chromatographic fingerprinting of all four major ginsenosides of the extract: Rb1, Rb2, Rc, and Re. Extracts were found to contain 2.17 mg, 1.51 mg, 1.29 mg, and 0.46 mg of ginsenoside Rb1, Rb2, Rc, Re, respectively, per gram weight. The ratios of each ginsenoside in the extracts were 1.0 : 0.7 : 0.6 : 0.2, respectively. Taken together, the results indicate that HPLC-MS/MS spectrometry could be the most useful method for rapid analysis of even small amounts of major ginsenosides, while HPLC with UV detection could also be used for rapid analysis of major ginsenosides and for quality control of ginseng products.

Simple and Rapid Detection of Potato leafroll virus by Reverse Transcription Loop-mediated Isothermal Amplification

  • Ju, Ho-Jong
    • The Plant Pathology Journal
    • /
    • v.27 no.4
    • /
    • pp.385-389
    • /
    • 2011
  • A new reverse transcription loop-mediated isothermal amplification (RT-LAMP) method for the Potato leafroll virus (PLRV) was developed and compared with conventional reverse transcription polymerase chain reaction (RT-PCR) to address its advantages over RTPCR. RT-LAMP primers were designed from the open reading frame 3 (ORF3) sequence of PLRV. The RT-LAMP reactions were conducted without or with a set of loop primers. By real-time monitoring using Turbimeter, the RT-LAMP (with loop primers) detects PLRV in less than 30 min, compared to 120 min of RT-PCR. By adding fluorescent reagent during the reaction, final products of the RT-LAMP were fluorescently visualized under UV light or could be differentiated by naked-eye inspection under normal light. The RT-LAMP was extremely sensitive, about 2000-fold more sensitive than RT-PCR. This study presents great potential of the RT-LAMP for diagnosis and PLRV epidemiology because RT-LAMP method is speedy, sensitive, inexpensive, and convenient.

Analysis and Detection of Coast Protein Gene of Barley Yellow Mosaic Virus and Barley Mield Mosaic Virus by RT-PCR (RP-PCR을 이용한 보리누른모자이크바이러스 (BaYMV)와 보리마일드모자이크바이러스(BaMMV)의 외피단백질 유전자 검정 및 해석)

  • 이귀재
    • Korean Journal Plant Pathology
    • /
    • v.14 no.4
    • /
    • pp.314-318
    • /
    • 1998
  • Using the reverse transcription polymerase chain reaction (RT-PCR), a rapid and sensitive assay method for the detection and identification of barley yellow mosaic virus (BaYMV) and barley mild mosaic virus (BaMMV) was adapted. Two units of primers from each virus were selected and used for the determination of two different viruses. PCR fragments of BaYMV (ca. 0.9kb) and BaMMV (ca. 0.8kb) were obtained from the designed method for the assay of BaYMV and BaMMV coat protein. PT-PCR fragments were cloned using vector pT7 Blue and the sequences of the selected clones were analyzed. coat protein of BaYMV and that of BaMMV consisted of 297 amino acids (891 nucleotides) and 251 amino acids (753 nucleotides), respectively. The snalysis of coat protein genes from these two viruses showed that 45.6% of nucleotides sequence ad 34.9% of amino acid in BaYMV were homologous to those in BaMMV.

  • PDF

High Performance Liquid Chromatographic Assay of Non-steroidal Anti-inframmatory Drugs in Plasma (혈장중 비스테로이드성 소염진통제의 HPLC분석)

  • Baek Chai-Sun
    • Korean Journal of Clinical Pharmacy
    • /
    • v.5 no.2
    • /
    • pp.71-74
    • /
    • 1995
  • A high performance liquid chromatographic method has been developed for the simultaneous analysis of non-steroidal anti-inflammatory drugs in plasma. The simultaneous determination of ibuprofen, fenoprofen and ketoprofen is performed by RP-HPLC with UV detection. The chromatographic system consisted of Spherisorb octyl column$(5{\mu}m)$ ; the mobile phase was $acetonitrile\;-\;0.5\%$ phosphoric acid(55 : 45, v/v) and the detection wavelength was 230nm. Tolmetin was employed as an internal standard. The method described is rapid and simple with sensitivity limits of $2.0{\mu}g/ml$ ibuprofen, $0.5{\mu}g/ml$ fenoprofen and $0.3{\mu}g/ml$ ketoprofen and is suitable for routine clinical and pharmacokinetic studies.

  • PDF

Microwave Irradiation-assisted RNA Extraction from Woody Tissues for Plant Virus Detection

  • Duong, Thanh Van;Shin, Dong-Il;Park, Hee-Sung
    • The Plant Pathology Journal
    • /
    • v.26 no.3
    • /
    • pp.286-288
    • /
    • 2010
  • Plant tissue homogenization using a mortar or mechanical equipment has been the preferred method for obtaining high yields of total RNA; this method, however, is both time-consuming and expensive. Additionally, homogenization may generate excessive endogenous RNases, polyphenolics, and other substances that reduce the quality and quantity of RNA. In this study, we describe the microwave irradiation-assisted RNA extraction (MIRE) technique which, without tissue disruption and homogenization, allows for the cost-effective and rapid generation of intact RNA from apple cane shavings and the reliable detection of apple virus by RT-PCR.

A comparison of RPLA and PCR for detection of enterotoxins in methicillin-resistant Staphylococcus aureus(MRSA) strains isolated in dogs

  • Park, Son-il;Han, Hong-ryul
    • Korean Journal of Veterinary Research
    • /
    • v.39 no.4
    • /
    • pp.806-810
    • /
    • 1999
  • A multiplex-polymerase chain reaction (PCR) assay was used to detect staphylococcal enterotoxin production by 12 strains of Staphylococcus aureus isolated from clinical specimens. To evaluate the efficacy and/or sensitivity of this method, the results were compared to those obtained with the reversed passive latex agglutination kit (SET-RPLA, Denka Seiken, Japan). Of 10 strains positive by PCR were positive by RPLA but two strains, representing high sensitivity of the former method. Enterotoxin B was the most prevalent by the two methods. The kappa index between the two methods was 0.826, indicating a higher agreement and fully reliable for use. These results would suggest that sensitive, inexpensive, and relatively rapid multiplex-PCR technique may be an effective means for the detection of staphylococcal enterotoxin genes as an alternative to traditional methods such as kits or immunological methods, which depend upon the amount of enterotoxin produced.

  • PDF

Specific detection of salmonella enteritidis using polymerase chain reaction method (PCR을 이용한 salmonella enteritidis의 특이적 검출)

  • 조미영;여용구;김영섭;이정학;이병동
    • Korean Journal of Veterinary Service
    • /
    • v.23 no.3
    • /
    • pp.227-233
    • /
    • 2000
  • Salmonella enteritidis is the most prevalent etiologic agents of foodborne acute gastroenteritis. Direct isolation and identification of S enteritidis are time consuming work and not so highly sensitive. This study was conducted to develop for the specific detection of S enteritidis using polymerase chain reaction(PCR). PCR primers were selected to amplify a 351-base pair(bp) DNA fragment from the salmonella plasmid virulence A(spv A) gene of S enteritidis. With the primers, 351 bp DNA products were amplified from S enteritidis but not from other B, D, Cl serogroup Salmonella spp. It was sensitive to detect up to 40 pg of template DNA by agarose gel electrophoresis. This PCR assay is very rapid and specific method and less time consuming than the standard bacteriological methods.

  • PDF

Assay of Midazolam in Human Plasma by Gas-Liquid Chromatography with Nitrogen-Phosphorus Detection

  • 신호상;홍춘표;Yun-Suk Oh-Shin;강보경;이경옥;이규범
    • Bulletin of the Korean Chemical Society
    • /
    • v.19 no.5
    • /
    • pp.524-526
    • /
    • 1998
  • A sensitive and specific method is described for the determination of midazolam in human plasma. The drug was extracted from 1 mL of carbonate buffered plasma (pH 9.6) with 8 mL of diethyl ether. Famprofazone was used as internal standard. The organic phase was evaporated to dryness. The residue was dissolved in methanol for the direct analysis by gas chromatograph-nitrogen phosphorus detector system. In the concentration range of 1-5000 ng/mL, the calibration curve was linear. The coefficients of variation from the precision test were <6% at the range of the concentration of 0.10-2.00 μg/mL and the detection limit for midazolam in 1 mL of plasma was o.5 ng. This assay is more sensitive, selective, simple and rapid than earlier methods. Plasma midazolam concentrations were determined by this method after administration of midazolam.

Efficacy Evaluation of Alpha/Beta Radioactivity Screening in Urine Samples using Liquid Scintillation Counting

  • Ki Hoon Kim;Jae Seok Kim;Won Il Jang;Seokwon Yoon
    • Journal of Radiation Industry
    • /
    • v.18 no.2
    • /
    • pp.101-107
    • /
    • 2024
  • Rapid screening for internal contamination by alpha- and beta-emitting radionuclides is essential in situations involving radiation workers or radiation accidents. This study focused on the use of urine samples and liquid scintillation counting to quickly and accurately assess contamination. Calibration of the alpha and beta detection areas ensured precise measurement results. The major radionuclides recommended for surveillance during accidents were also considered. This study evaluated the effectiveness of the method by examining various parameters, including the limit of detection, linearity, sensitivity, selectivity, accuracy, ruggedness, and blind test sample analysis. The liquid scintillation counting method is an effective tool for screening urinary samples to detect alpha- and beta-emitting radionuclides, particularly during radiation emergencies, despite some limitations in precision.