• Title/Summary/Keyword: pattern correlation

Search Result 1,985, Processing Time 0.025 seconds

The correlation between average temperature & precipitation and Pattern Identification of the patients with stroke (중풍환자의 변증(辨證)과 기온 및 강수여부와의 상관성에 관한 연구)

  • Ma, Mi-Jin;Kim, Bo-Ram;Kim, Mi-Kyung;Choi, Dong-Jun;Han, Chang-Ho;Jung, Seung-Hyun;Shin, Gil-Jo;Lee, Won-Chul
    • The Journal of the Society of Stroke on Korean Medicine
    • /
    • v.9 no.1
    • /
    • pp.8-13
    • /
    • 2008
  • Objectives : This study was to investigated the correlation between average temperature & precipitation and pattern identification of the patients with stroke. Methods : 115 stroke patients within 30days of onset were registered during the study period. Pattern identification of stroke was classified into Fire and heat, Turbid phlegm and others. We took the mean of average temperature according to pattern identification and analyzed pattern identification into two groups according to climatological normal of average temperature in Seoul. We also analyzed pattern identification into two groups according to existence of precipitation. Results : Heat and fire, and other type of pattern identification had high frequency when average temperature was higher than 12.2℃. And there was no correlation between precipitation and pattern identification of stroke.

  • PDF

A Correlation Study of Pattern Identification Instrument and Biomarkers for Polycystic Ovary Syndrome (다낭성난소증후군 변증도구와 생체지표 간의 상관성 연구)

  • Park, Eun-Ji;Baek, Seon-Eun;Kang, Byoung-Kab;Yoo, Jeong-Eun;Jung, In-Chul
    • The Journal of Korean Obstetrics and Gynecology
    • /
    • v.31 no.3
    • /
    • pp.33-49
    • /
    • 2018
  • Objectives: The purpose of this study was to investigate the correlation between Pattern identification instrument and biomarkers in polycystic ovary syndrome patients. Methods: Pattern identification instrument questionnaire, Sasang constitutional test, body composition test, pulse analyzing test, laboratory test were performed and the results were analyzed. Correlation analysis was performed between pattern identification and laboratory test results. Results: Testosterone, SHBG, $17{\alpha}$-OH-progesterone, AMH were highest in the Kidney-Yang Deficiency (腎陽虛) group. LH, FSH, LH/FSH ratio were the highest in the Endogenous Heat due to Yin Deficiency (陰虛內熱) group. DHEA-S was the highest in the Dampness-Heat in Liver Meridian (肝經濕熱) group. E2, Prolactin, Cholesterol, Triglyceride, HDL-Cholesterol, LDL-Cholesterol, Glucose (FBS), Insulin, HOMA-IR ratio, HbA1c were the highest in the Phlegm-Dampness (痰濕) group. Conclusions: In this study, we obtained basic data analyzing the correlation between pattern identification instrument and biomarkers in polycystic ovary syndrome patients. If further studies are performed, we expect to be able to obtain clues to study the mechanism of polycystic ovary syndrome.

Identifying Spatial Distribution Pattern of Water Quality in Masan Bay Using Spatial Autocorrelation Index and Pearson's r (공간자기상관 지수와 Pearson 상관계수를 이용한 마산만 수질의 공간분포 패턴 규명)

  • Choi, Hyun-Woo;Park, Jae-Moon;Kim, Hyun-Wook;Kim, Young-Ok
    • Ocean and Polar Research
    • /
    • v.29 no.4
    • /
    • pp.391-400
    • /
    • 2007
  • To identify the spatial distribution pattern of water quality in Masan Bay, Pearson's correlation as a common statistic method and Moran's I as a spatial autocorrelation statistics were applied to the hydrological data seasonally collected from Masan Bay for two years ($2004{\sim}2005$). Spatial distribution of salinity, DO and silicate among the hydrological parameters clustered strongly while chlorophyll a distribution displayed a weak clustering. When the similarity matrix of Moran's I was compared with correlation matrix of Pearson's r, only the relationships of temperature vs. salinity, temperature vs. silicate and silicate vs. total inorganic nitrogen showed significant correlation and similarity of spatial clustered pattern. Considering Pearson's correlation and the spatial autocorrelation results, water quality distribution patterns of Masan Bay were conceptually simplified into four types. Based on the simplified types, Moran's I and Pearson's r were compared respectively with spatial distribution maps on salinity and silicate with a strong clustered pattern, and with chlorophyll a having no clustered pattern. According to these test results, spatial distribution of the water quality in Masan Bay could be summed up in four patterns. This summation should be developed as spatial index to be linked with pollutant and ecological indicators for coastal health assessment.

A Study of Correlation Between Change in Pattern Identification and Scandinavian Stroke Scale in Ischemic Stroke Patient Who had Receive Traditional Korean Medical Treatment and Conservative Treatment (한·양방 병행치료를 시행한 뇌경색 환자의 변증지표 변화와 Scandinavian Stroke Scale의 상관관계에 대한 연구)

  • Lu, Hsu-yuan;Kim, Soo-kyung;Lee, Ji-hyun;Shim, So-ra;Park, Joo-young;Cho, Seung-yeon;Park, Seong-uk;Jung, Woo-sang;Moon, Sang-kwan;Park, Jung-mi;Cho, Ki-ho;Kim, Young-suk;Bae, Hyung-sup;Ko, Chang-nam
    • The Journal of the Society of Stroke on Korean Medicine
    • /
    • v.13 no.1
    • /
    • pp.24-32
    • /
    • 2012
  • Object : The purpose of this study is to observe the correlation between change in pattern identification symptoms and scandinavian stroke scale in ischemic stroke patient who had receive traditional Korean medical treatment and conservative treatment. Methods : 43 subjects were recruited from patients with ischemic stroke within 30 days of onset. We chose the subjects who had at least one follow up session and had checked the score between last follow up session and first session in pattern identification and scandinavian stroke scale. We also assessed the correlation between pattern identification and scandinavian stroke scale. Results : There were significant negative correlation between pattern identification and scandinavian stroke scale in Fire-heat pattern and positive correlation in Dampness-phlegm pattern. Conclusions : This study provides evidence that collaborative treatment maybe effective in improving neurologic symptoms in ischemic stroke patients diagnosed as Fire-heat pattern. Further studies with larger scale and longer observation period, more neurologicscales scales, control group would be required.

  • PDF

Development of Air Force Winter Service Uniform Shirt Pattern and Automatic Pattern Drafting Program for MTM Production (MTM 생산을 위한 공군 동약정복 셔츠 패턴 제도법 및 자동 제도 프로그램 개발)

  • Kim, In-Hwa;Nam, Yun-Ja;Kim, Sung-Min
    • Journal of the Korean Society of Clothing and Textiles
    • /
    • v.35 no.11
    • /
    • pp.1271-1284
    • /
    • 2011
  • This study improves the fitness of Air Force winter service uniforms through the development of a shirt pattern drafting method and automatic pattern drafting program for MTM production. A calculation formula is formed through a correlation analysis and regression analysis using Size Korea 2004 3D measurement data after analyzing 4 kinds of existing shirt pattern drafting methods and 3 types of shirt patterns currently used for the Air Force service uniform. The results of this study are as follows: The developed pattern drafting method has 4 parts that use calculated dimensions: neck base width, front interscye, back interscye and scye depth. Other body measuring parts that have a high correlation with calculation parts are inserted into regression analysis as independent variables to create dimension calculation formulas. The result of the final study patterns were better than existing winter service uniforms in nearly all items for the appearance evaluation and motion adaptability evaluations. The method was converted into an automatic pattern drafting program using C++ after the completion of pattern drafting method development.

The automatic recognition of the plate of vehicle using the correlation coefficient and hough transform (상관계수와 하프변환을 이용한 차량번호판 자동인식)

  • Kim, Kyoung-Min;Lee, Byung-Jin;Lyou, Kyoung;Park, Gwi-Tae
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.3 no.5
    • /
    • pp.511-519
    • /
    • 1997
  • This paper presents the automatic recognition algorithm of the license number in on vehicle image. The proposed algorithm uses the correlation coefficient and Hough transform to detect license plate. The m/n ratio reduction is performed to save time and memory. By the correlation coefficient between the standard pattern and the target pattern, licence plate area is roughly extracted. On the extracted local area, preprocessing and binarization is performed. The Hough transform is applied to find the extract outline of the plate. If the detection fails, a smaller or a larger standard pattern is used to compute the correlation coefficient. Through this process, the license plate of different size can be extracted. Two algorithms to each separate number are proposed. One segments each number with projection-histogram, and the other segments each number with the label. After each character is separated, it is recognized by the neural network. This research overlomes the problems in conventional methods, such as the time requirement or failure in extraction of outlines which are due to the processing of the entire image, and by processing in real time, the practical application is possible.

  • PDF

Implementation of real-time optical pattern recognition system using a photorefractive correlator with improved shift-invariant property (변이불변 특성이 개선된 광굴절 상관기를 이용한 실시간 광 패턴인식 시스템 구현)

  • 김성완;김철수;김종찬;김종윤;이승희;김수중
    • Journal of the Korean Institute of Telematics and Electronics D
    • /
    • v.35D no.3
    • /
    • pp.63-69
    • /
    • 1998
  • In this paper, a new input method is proposed to improve shift-invariant property of a photorefractive correlator andwe implemented real-time optical pattern recognition system using it. In the conventional photorefractive correlator, it is vrey difficult to satisfy the Bragg condition in the pattern recognition process. So, correlation peak is decreased heavily for the shift of input image. If a liquid crystal television(LCTV) without an anlyzer is used as input device, we can get the correlation result regardless of shift of input image because beam path is not changed during storage of holographic filter and correlation process. Also recording time of a holographic matched filter in photorefractive crystal is reduced and the correlation peak is increased because incident beam on the LCTV is transmitted completely. Therefore total optical efficiency is improved. We compared and analyzed the correlation results of proposed photorefractive correlator by computer simulation and optical experiment. We used a BaTiO$_{3}$ single crystal which has high diffraction efficiency in optical experiment.

  • PDF

Study on the Characteristics of PM Distribution in Coastal and Inland Cities Correlation and Its Correlation (해안 및 내륙도시 내 토지이용도별 미세먼지 분포 특성 및 상호 관련성에 관한 연구)

  • Han, Seung-Wook;Lee, Soon-Hwan;Lee, Hwa-woon
    • Journal of Environmental Science International
    • /
    • v.24 no.11
    • /
    • pp.1513-1523
    • /
    • 2015
  • In order to clarify the characteristics of PM10 in coastal and inland cities and their variation statistical analysis were carried out using environmental and meteorological data observed at Busan and Daegu metropolitans during 4 year from 2010. Averaged PM10 concentration was higher in industrial area than any other land-use sites, and its maximum value reach on over $50{\mu}g/m^3$ at Jangrim site in Busan. Temporal and spatial variations of PM10 concentration in Busan were more sharply, since topograph and mesoscale wind pattern in Busan is more complicated than those in Daegu. Correlation of PM10 concentrations between sites within Daegu appeared strongly and maximum values $R^2$ is about 0.8. This indicate that because wind pattern induced by mesoscale forcing in Daegu are well unified, the variation of PM10 concentration tends to be similar in all sites within Daegu. However, due to complicate wind pattern induced by topography and coastal line, PM10 correlation of sites within Busan was weaker in comparison with in Daegu. And correlation of PM10 at same lane-use in Busan and Daegu tend to be related to the intensity of meteorological forcing, which can decide the intensity of wind pattern.

Rotation-Invariant Pattern Recognition and Estimating a Rotation Angle using Genetic Algorithm (유전자 알고리즘을 이용한 Rotation-Invariant 패턴인식과 Pattern간의 Angle 추측)

  • Kim, Yong-Hun;Kim, Jin-Jung;Choi, Youn-Ho;Chung, Duck-Jin
    • Proceedings of the KIEE Conference
    • /
    • 1999.07g
    • /
    • pp.2821-2823
    • /
    • 1999
  • In this paper we proposed an algorithm for rotation-invariant pattern recognition and rotated angle estimation between two patterns by employing selective template matching. Generally template matching has been used in determining the location of pattern but template matching requires a number of calculating correlation. To reduce the number of correlation we used steady-state genetic algorithm which is effective in optimization problem. We apply this method to distinguish specific pattern from similar coin patterns and estimate rotated angle between patterns. Our result leads us to the conclusion that proposed method performed faster than classical template matching

  • PDF

Correlation between Instrument on Pattern Identification for Depression and Psychological Tests by Statistical Analysis (통계적 분석을 통한 우울증 변증도구와 심리검사의 상관성 연구)

  • Kim, Hwan;Lee, Hun-Soo;Lee, Eun Jung;Park, Joon-Ho;Kang, Wee-Chang;Jung, In Chul
    • Journal of Oriental Neuropsychiatry
    • /
    • v.27 no.3
    • /
    • pp.131-146
    • /
    • 2016
  • Objectives: This study was performed to determine the correlation between Instrument on Pattern Identification for Depression and Psychological tests by Pearson Correlation Coefficient and Regression analysis.Methods: Two assessors carried out the evaluation using the instrument on pattern identification for depression. They also performed the following psychological tests: Beck Depression Inventory (BDI), State-Trait Anxiety Inventory (STAI), State-Trait Anger Expression Inventory (STAXI), the Temperament and Character Inventory (TCI), Insomnia Severity Index (ISI_Total), Self-disclosure Inventory, subjective well-being Inventory, Health perception Inventory, and Personality Assessment Inventory (PAI). A total of 167 participants who got HAM-D score over 12 were targeted for the evaluation. Our research team carried out Pearson correlation coefficient analyses and regression analysis between pattern identification for depression and Psychological tests. We listed the results by descending order and interpreted the results.Results: Pearson correlation analysis revealed the following results: 1) Stagnation of Liver Gi was associated with BDI (0.60) and STAI (0.55); 2) Dual Deficiency of the Heart and Spleen was associated with BDI (0.60), ISI_Total (0.52), and STAI (0.42); 3) Relieving stagnation of Phlegm-Gi was associated with BDI (0.65), STAI (0.54), and Subjective well-being inventory (−0.52); 4) Gi-deficiency Mingled with sputum was associated with BDI (0.50), ISI_Total (0.40), and STAI (0.395); 5) Stagnant Gi transforming into fire was associated with BDI (0.56), STAI_TR (0.51), and Health perception Inventory (−0.458); 6) Yin-Deficiency with Effulgent Fire was associated with BDI (0.55), ISI_total (0.54), and STAI (0.41).Conclusions: Through correlation analysis between Instrument on Pattern Identification for Depression and Psychological tests, we could suggest a System for Oriental Medical Diagnosis for Depression.