• Title/Summary/Keyword: end-point

Search Result 2,026, Processing Time 0.028 seconds

Acquisition and Classification of ECG Parameters with Multiple Deep Neural Networks (다중 심층신경망을 이용한 심전도 파라미터의 획득 및 분류)

  • Ji Woon, Kim;Sung Min, Park;Seong Wook, Choi
    • Journal of Biomedical Engineering Research
    • /
    • v.43 no.6
    • /
    • pp.424-433
    • /
    • 2022
  • As the proportion of non-contact telemedicine increases and the number of electrocardiogram (ECG) data measured using portable ECG monitors increases, the demand for automatic algorithms that can precisely analyze vast amounts of ECG is increasing. Since the P, QRS, and T waves of the ECG have different shapes depending on the location of electrodes or individual characteristics and often have similar frequency components or amplitudes, it is difficult to distinguish P, QRS and T waves and measure each parameter. In order to measure the widths, intervals and areas of P, QRS, and T waves, a new algorithm that recognizes the start and end points of each wave and automatically measures the time differences and amplitudes between each point is required. In this study, the start and end points of the P, QRS, and T waves were measured using six Deep Neural Networks (DNN) that recognize the start and end points of each wave. Then, by synthesizing the results of all DNNs, 12 parameters for ECG characteristics for each heartbeat were obtained. In the ECG waveform of 10 subjects provided by Physionet, 12 parameters were measured for each of 660 heartbeats, and the 12 parameters measured for each heartbeat well represented the characteristics of the ECG, so it was possible to distinguish them from other subjects' parameters. When the ECG data of 10 subjects were combined into one file and analyzed with the suggested algorithm, 10 types of ECG waveform were observed, and two types of ECG waveform were simultaneously observed in 5 subjects, however, it was not observed that one person had more than two types.

CLASSIFICATIONS OF METRIC FUNCTIONS ON THE PLANE

  • KIM, SEHUN;KIM, BYUNGJIN;KIM, JUNGON;KIM, HARAM;KIM, BYUNG HAK
    • Journal of applied mathematics & informatics
    • /
    • v.36 no.1_2
    • /
    • pp.93-105
    • /
    • 2018
  • There are many metric functions in the plane. In this paper we are to classify the metric functions on the plane using two ways such as using sum of distances between some points when start point and end point is fixed, and using area of transferred triangle consisted of distances between 3 points.

재단법인 목암생명공학연구소 - 연구소 탐방

  • 문흥모
    • The Microorganisms and Industry
    • /
    • v.17 no.3
    • /
    • pp.86-88
    • /
    • 1991
  • 한국의 중부지역을 중심한 11개 지역으로부터 수집한 자료를 재료로 하여 감자바이러스를 분석한 결과 potato virus X, potato virus Y, potato virus S의 3종류의 감자바이러스 계통이 우리나라에 분포하고 있음을 알았다. 이들의 민합감심 비율은 81%를 나타냈으며 강원도 지방이 가장 적었다. 기중 pvx의 제성질을 조사한 결과 dilution end point는 $10^{-6}$ , thermal inactivation point는 7$0^{\circ}C$를 나타냈다. 입자의 크기는 550~650ml사이였다. 기중 600ml이 80%를 갖는 PVX계통이였다.

  • PDF

MULTIPLE POSITIVE SOLUTIONS OF PERIODIC BOUNDARY VALUE PROBLEMS WITH IMPULSE

  • Song, Xiaohua;Zhao, Zengqin;Wang, Xin
    • Journal of applied mathematics & informatics
    • /
    • v.27 no.3_4
    • /
    • pp.875-883
    • /
    • 2009
  • At least two positive solutions of a first-order periodic boundary value problem with impulse are obtained by establishing a new cone and the theorem of fixed point index. And at the end of this paper we give an example to illustrate the application of our main results.

  • PDF

A Study On the Beat-To-Beat QT Interval Measurement

  • Jung, T.S.;Lee, J.M.;Park, K.S.
    • Proceedings of the KOSOMBE Conference
    • /
    • v.1998 no.11
    • /
    • pp.203-204
    • /
    • 1998
  • ECG analysis is main techniques for diagnosing heart disease. In recent, some studies have been performed about detection of QT interval. But, it's difficult to detect QT interval because T wave is evasive. In this paper, we have detected peak point and end point of T wave and calculated QT interval. And the result has been compared with the other algorithm after detection of QT interval.

  • PDF

Wave Patterns Due to a Point Impulse Travelling over Free Surface of Water of Finite Depth

  • Lee, G.J.;Chung, Y.K.
    • Journal of Hydrospace Technology
    • /
    • v.2 no.1
    • /
    • pp.10-17
    • /
    • 1996
  • If a point impulse travels over free surface of water of finite depth, surface waves consist of divergent waves. The crestlines of those divergent waves are short and end on the cusp line if the impulse travels at a subcritical speed. But the crestlines become infinitely long and there are no cusps if the impulse travels at a supercritical speed.

  • PDF

THE ZERO-DISTRIBUTION AND THE ASYMPTOTIC BEHAVIOR OF A FOURIER INTEGRAL

  • Ki, Ha-Seo;Kim, Young-One
    • Journal of the Korean Mathematical Society
    • /
    • v.44 no.2
    • /
    • pp.455-466
    • /
    • 2007
  • The zero-distribution of the Fourier integral $${\int}^{\infty}_{-{\infty}}\;Q(u)e^{p(u)+^{izu}du$$, where P is a polynomial with leading term $-u^{2m}(m\;{\geq}\;1)$ and Q an arbitrary polynomial, is described. To this end, an asymptotic formula for the integral is established by applying the saddle point method.

𝜓-TYPE CONTRACTION AND JAGGI TYPE HYBRID CONTRACTION IN BIPOLAR METRIC SPACES

  • Jong Kyu Kim;Manoj Kumar;Pankaj
    • Nonlinear Functional Analysis and Applications
    • /
    • v.28 no.3
    • /
    • pp.703-717
    • /
    • 2023
  • In this paper, we will introduce the notion of 𝜓-type and Jaggi type hybrid contraction in a bipolar metric space and show the existence and uniqueness of fixed point for such type of contractions. In the end, we will provide some corollaries and support our theorems by examples.

Experimental study on standard and innovative bolted end-plate beam-to-beam joints under bending

  • Katula, Levente;Dunai, Laszlo
    • Steel and Composite Structures
    • /
    • v.18 no.6
    • /
    • pp.1423-1450
    • /
    • 2015
  • The paper presents the details and results of an experimental study on bolted end-plate joints of industrial type steel building frames. The investigated joints are commonly used in Lindab-Astron industrial buildings and are optimized for manufacturing, erection and durability. The aim of the research was to provide an experimental background for the design model development by studying load-bearing capacity of joints, bolt force distribution, and end-plate deformations. Because of the special joint details, (i.e., joints with four bolts in one bolt-row and HammerHead arrangements), the Eurocode 3 standardized component model had to be improved and extended. The experimental programme included six different end-plate and bolt arrangements and covered sixteen specimens. The steel grade of test specimens was S355, the bolt diameter M20, whereas the bolt grade was 8.8 and 10.9 for the two series. The end-plate thickness varied between 12 mm and 24 mm. The specimens were investigated under pure bending conditions using a four-point-bending test arrangement. In all tests the typical displacements and the bolt force distribution were measured. The end-plate plastic deformations were measured after the tests by an automatic measuring device. The measured data were presented and evaluated by the moment-bolt-row force and moment-distance from centre of compression diagrams and by the deformed end-plate surfaces. From the results the typical failure modes and the joint behaviour were specified and presented. Furthermore the influence of the end-plate thickness and the pretension of the bolts on the behaviour of bolted joints were analysed.

The Art Nouveau Fashion in Modern Fashioni Trend (세기말 유행경향으로 나타난 아르누보 패션)

  • 최유진;유영선
    • Journal of the Korean Society of Costume
    • /
    • v.50 no.2
    • /
    • pp.167-182
    • /
    • 2000
  • The purpose of this study is to examine the art nouveau fashion represented in the end of the twentieth century. The characteristics of art nouveau are naturalism, medievalism , exoticism, and decadentism. The influences of art nouveau were seen in the fashion of the late nineteenth century : S-curve silhouette and organic curve motives printed on hems. Art nouveau has reappeared in modern fashion trends such as romanticism , decadence, ecology, ethno, and fusion. To sum up, art nouveau fashion at the end of the twentieth century is classified into four shapes. First, art nouveau appears in naturalism. Influenced by the arts and crafts movements and naturalistic trend, it has reappeared at the end of the twentieth century in themes like 'art & craft'. This expression technique is to objectively nature and to represented art nouveau textiles. Second, S-curve silhouette appeared at the end of nineteenth century's fashion with the art nouveau influenced rejection of the bustle style. At the end of the twentieth century, the design , emphasizing the hip, is represented in fashion collections as a phenomenon of romanticism . Especially the art nouveau silhouette of the end of the twentieth century does not represent S-curve silhouette. But , it emphasizes the hip only. Third, Art nouveau exoticism by symbolism is influenced by Chinese and Celtic art, the Middle Ages, and the exoticism that appeared in fashion at the end of the nineteenth century : harem style, kimono style, and turbans. Exoticism at the end of the twentieth century is expressed by optical flower prints and successive floral print arrangements as seen in the themes of ethno and fusion. Fourth, one of the characteristics of art nouveau, decadence is influenced by the pre-raphaelite brotherhood. This is expressed in the images of vampires, and symbolism expressing grotesque insect motives and decadent successive curves. At the end of the twentieth century decadence is represented in fashion ; grotesque insect motives, tatto looks of organic curve motives celtic hair style, see-through fashion, grotesque make-up . Besides hair style techniques, decadent expressions applying art nouveau paintings also appeared. Finally , art nouveau fashion represented as a fashion trend at the turning point to the new millennium is one of great significance as an organic, an environment-intimate and continuance-possible design in a future.

  • PDF