• Title/Summary/Keyword: automatic diagnosis system

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Implementation of Computerized Assistant Diagnosis Software for Tongue Diagnosis in the Oriental Medicine (한방 설진을 위한 컴퓨터 지원 진단 소프트웨어 구현)

  • Lee, Woo Beom
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.6
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    • pp.175-182
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    • 2014
  • Development of an objective diagnosis index for diagnosing a the beginning nature of a disease is the most one of tongue diagnosis in the oriental medicine. However, previous systems have a difficult problem in the creation of objective diagnosis index, and focused on the expert system that can diagnose automatically without an oriental doctor behavior. Therefore, computerized assistant diagnosis software for calculating an optimized diagnosis index is proposed in this paper. This software is operated by the diagnosing behavior of oriental doctor. As developed software is a semi-automatic system, manual method is used to segment a tongue body. Futhermore, numerical diagnosis indices including the color information of non-tongue coating and tongue coating, WTCI are provided to oriental doctor automatically and real-timely. Also, probability estimation value for classifying no coating, thin coating, and thick coating is presented by using the tongue coating area ratio, and EMR chart can use for convenience of diagnosis. In order to evaluate the effectiveness of the our developed software, after building a various tongue image from 60 subjects, we experimented on diagnosis image with our software. As a result, the developed software showed the 95% use-effectiveness of subjects.

Visual Inspection System on PSC Bridges Using IT (IT를 활용한 PSC교량의 외관조사지원시스템 개발)

  • Oh, Kwang-Chin;Choi, Jae-Ho
    • Proceedings of the Korea Concrete Institute Conference
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    • 2004.05a
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    • pp.396-399
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    • 2004
  • This study was performed to develop necessary Visual Inspection System for the PSC Bridges precision safety diagnosis which to enhance the efficiency and accuracy of visual inspection by using mobile PC and adopted IT. This system was constructed to the automatic visual inspection map generating program and the Visual Inspection System using mobile PC that predicted high efficiency.

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A Novel Whale Optimized TGV-FCMS Segmentation with Modified LSTM Classification for Endometrium Cancer Prediction

  • T. Satya Kiranmai;P.V.Lakshmi
    • International Journal of Computer Science & Network Security
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    • v.23 no.5
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    • pp.53-64
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    • 2023
  • Early detection of endometrial carcinoma in uterus is essential for effective treatment. Endometrial carcinoma is the worst kind of endometrium cancer among the others since it is considerably more likely to affect the additional parts of the body if not detected and treated early. Non-invasive medical computer vision, also known as medical image processing, is becoming increasingly essential in the clinical diagnosis of various diseases. Such techniques provide a tool for automatic image processing, allowing for an accurate and timely assessment of the lesion. One of the most difficult aspects of developing an effective automatic categorization system is the absence of huge datasets. Using image processing and deep learning, this article presented an artificial endometrium cancer diagnosis system. The processes in this study include gathering a dermoscopy images from the database, preprocessing, segmentation using hybrid Fuzzy C-Means (FCM) and optimizing the weights using the Whale Optimization Algorithm (WOA). The characteristics of the damaged endometrium cells are retrieved using the feature extraction approach after the Magnetic Resonance pictures have been segmented. The collected characteristics are classified using a deep learning-based methodology called Long Short-Term Memory (LSTM) and Bi-directional LSTM classifiers. After using the publicly accessible data set, suggested classifiers obtain an accuracy of 97% and segmentation accuracy of 93%.

Automated Diabetic Retinopathy Diagnosis using Bit-Plane (비트 플레인을 이용한 자동 당뇨망막병증 진단)

  • Jeon, Yeong Mi;Jeong, Seok Chan
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.10a
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    • pp.124-126
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    • 2021
  • In this study, fundus images were analyzed using an image processing algorithm for diagnosis of diabetic retinopathy, and specific areas such as hard exudate and retinal hemorrhage, which are characteristic of diabetic retinopathy disease using the bit plane technique, were extracted. We propose a system capable of automatic diagnosis by quantifying the characteristics of diabetic retinopathy based on the analyzed fundus image.

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A Design of the Ambulatory ECG Monitoring System for the Remote Automatic Diagnosis (원격자동진단을 위한 ambulatory 심전도모니터링 시스템의 설계)

  • 이경중
    • Journal of Biomedical Engineering Research
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    • v.12 no.4
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    • pp.277-284
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    • 1991
  • This study describes the ambulatory ECG monitoring system for the remote autom atic diagnosis. System: tlardware is based on one chip microcomputer(80c31) and its peripherals which consists of A/D, EPROM, RAM, LCD display and two preamplifiers, Power circuits, control logic circuits. A/D converted data were differentiated and low pass filtered. The detection of QRS complex and R point were accomplished by software algorithm based on adaptive threshold computed on low pass fi:leered signal. Rhythm analysis is performed by RR interval and average RR interval. The performance of QRS detection algorithm is evaluated by using MIT/BIH data base. Using this system, the trends of the arrythmia during the long term could be saved and displayed.

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Evaluation of Defects in the Bonded Area of Shoes using an Infrared Thermal Vision Camera

  • Kim, Jae-Yeol;Yang, Dong-Jo;Kim, Chang-Hyun
    • International Journal of Control, Automation, and Systems
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    • v.1 no.4
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    • pp.511-514
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    • 2003
  • The Infrared Camera usually detects only Infrared waves emitted from the light in order to illustrate the temperature distribution. An Infrared diagnosis system can be applied to various fields. But the defect discrimination can be automatic or mechanized in the special shoes total inspection system. This study introduces a method for special shoes nondestructive total inspection. Performance of the proposed method is shown through thermo-Image.

Pronunciation Dictionary for English Pronunciation Tutoring System (영어 발음교정시스템을 위한 발음사전 구축)

  • Kim Hyosook;Kim Sunju
    • Proceedings of the KSPS conference
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    • 2003.05a
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    • pp.168-171
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    • 2003
  • This study is about modeling pronunciation dictionary necessary for PLU(phoneme like unit) level word recognition. The recognition of nonnative speakers' pronunciation enables an automatic diagnosis and an error detection which are the core of English pronunciation tutoring system. The above system needs two pronunciation dictionaries. One is for representing standard English pronunciation. The other is for representing Korean speakers' English Pronunciation. Both dictionaries are integrated to generate pronunciation networks for variants.

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An Implementation of the Real Time Speech Recognition for the Automatic Switching System (자동 교환 시스템을 위한 실시간 음성 인식 구현)

  • 박익현;이재성;김현아;함정표;유승균;강해익;박성현
    • The Journal of the Acoustical Society of Korea
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    • v.19 no.4
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    • pp.31-36
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    • 2000
  • This paper describes the implementation and the evaluation of the speech recognition automatic exchange system. The system provides government or public offices, companies, educational institutions that are composed of large number of members and parts with exchange service using speech recognition technology. The recognizer of the system is a Speaker-Independent, Isolated-word, Flexible-Vocabulary recognizer based on SCHMM(Semi-Continuous Hidden Markov Model). For real-time implementation, DSP TMS320C32 made in Texas Instrument Inc. is used. The system operating terminal including the diagnosis of speech recognition DSP and the alternation of speech recognition candidates makes operation easy. In this experiment, 8 speakers pronounced words of 1,300 vocabulary related to automatic exchange system over wire telephone network and the recognition system achieved 91.5% of word accuracy.

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Development of Embedded Transmission Simulator for the Verification of Forklift Shift Control Algorithm (지게차 변속제어 알고리즘 검증을 위한 임베디드 변속기 시뮬레이터 개발)

  • Gyuhong Jung
    • Journal of Drive and Control
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    • v.20 no.4
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    • pp.17-26
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    • 2023
  • A forklift is an industrial vehicle that lifts or transports heavy objects using a hydraulically operated fork, and is equipped with an automatic transmission for the convenience of repetitive transportation, loading, and unloading work. The Transmission Control Unit (TCU) is a key component in charge of the shift control function of an automatic transmission. It consists of an electric circuit with an input/output signal interface function and firmware running on a microcontroller. To develop TCU firmware, the development process of shifting algorithm design, firmware programming, verification test, and performance improvement must be repeated. A simulator is a device that simulates a mechanical system having dynamic characteristics in real time and simulates various sensor signals installed in the system. The embedded transmission simulator is a simulator that is embedded in the TCU firmware. information related to the mechanical system that is necessary for TCU normal operation. In this study, an embedded transmission simulator applied to the originally developed forklift TCU firmware was designed and used to verify various forklift shift control algorithms.

A study on the development of the computerized imaging system for diagnosis and treatment plannig of orthodontics and orthognathic surgery (치아교정과 턱수술용 컴퓨터 영상분석 및 진단 시스템 개발에 관한 연구)

  • Kim, J.H.;Kim, D.Y.;Lee, W.Y.;Ha, E.H.
    • Proceedings of the KOSOMBE Conference
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    • v.1998 no.11
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    • pp.275-276
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    • 1998
  • In this paper, we present the software on the development of the computerized imaging system for diagnosis and treatment plannig of orthodontics and orthognathic surgery. Soft tissue changes followed by orthognathic surgery mainly depends on surgical movements of hard tissue. Then, the stepwise multiple regression method was used to investigate the soft tissue changes followed by hard tissue changes. As a result of this research, we were able to develop a system which diagnoses automatic X-ray images and predicts soft tissue changes after othognathic surgery.

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