• Title/Summary/Keyword: Digital Disease

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A Study on Pathological Pattern Detection using Neural Network on X-Ray Chest Image (신경회로망을 이용한 X-선 흉부 영상의 병변 검출에 관한 연구)

  • 이주원;이한욱;이종회;조원래;장두봉;이건기
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.4 no.2
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    • pp.371-378
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    • 2000
  • In this study, we proposed pathological pattern detection system for X-ray chest image using artificial neural network. In a physical examination, radiologists have checked on the chest image projected the view box by a magnifying glass and found out what the disease is. Here, the detection of X-ray fluoroscopy is tedious and time-consuming for human doing. Lowering of efficiency for chest diagnosis is caused by lots mistakes of radiologist because of detecting the micro pathology from the film of small size. So, we proposed the method for disease detection using artificial neural network and digital image processing on a X-ray chest image. This method composes the function of image sampling, median filter, image equalizer used neural network and pattern recognition used neural network. We confirm this method has improved the problem of a conventional method.

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Design and Implementation of the Diseases Diagnosis System Using The Cantilever Micro-Arrays (박막 캔틸레버 어레이 센서를 이용한 질병 진단기 설계 및 구현)

  • Jung, Seung-Pyo;Choi, Jun-Kyu;Lee, Jung-Hoon;Park, Ju-Sung
    • Journal of IKEEE
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    • v.19 no.1
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    • pp.52-57
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    • 2015
  • The disease diagnosis system has been developed using the thin nitride(Si3N4) cantilever arrays which can measure the difference of capacitances between sensor and reference. The system consists of 32-bits RISC(Reduced Instruction Set Computer), RAM/Flash, bus, communication IP's, ADC(Analog Digital Converter) board, and LCD display. The marker selection method, which give us the good accuracy from reasonal numbers of markers, is suggested. The developed system has the resolution under 1fF and can detect 10nM concentration of Thrombin.

The contribution of Treatiseon Febrile Diseases and midcellaneous diseases(伤寒杂病论) to the theory of spleen and stomach ("상한잡병론"대비위학설적공헌("傷寒雜病論"對脾胃學設的貢獻))

  • Wang, Chui-Jie;Kim, Hyo-Chul
    • Journal of Korean Medical classics
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    • v.26 no.1
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    • pp.65-69
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    • 2013
  • Objective : The main topic of this study is how the contribution of Treatiseon Febrile Diseases and midcellaneous diseases written by Zhang Zhongjing(张仲景) to the theory of spleen and stomach has been. Method : Analysis of formula in Treatiseon Febrile Diseases and midcellaneous diseases with theoretical and historical perspectives is the main method of the study. Result : The theory of spleen and stomach,which is formed in the long term medical practice, is the important component theory of traditional Chinese medicine. Zhang Zhongjing made a great contribution to the theory of spleen and stomach from disease prevention, the contraindication, drug usage, aftercare and so on in Treatiseon Febrile Diseases and midcellaneous diseases, which fully shows the academic ideals of strengthening spleen and stomach. Conclusion : Helping to study Treatiseon Febrile Diseases and midcellaneous diseases and understand the thought of Zhang Zhongjing, and gives reference to the theory of spleen and stomach' research in Treatiseon Febrile Diseases and midcellaneous diseases.

A Study on the Harmonization Method(和法) in Huang Di Nei Jing(黃帝內經) and Shanghan Zabing Lun(傷寒雜病論) (≪황제내경(黃帝內經)≫ 여(與) ≪상한론(傷寒論)≫ "화법(和法)"지고찰(之考察))

  • Ju, Bao-zhao;Kim, Hyo-chul
    • Journal of Korean Medical classics
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    • v.28 no.4
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    • pp.57-63
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    • 2015
  • Objectives : Through the analysis of the harmonization(和) thought in Traditional Chinese culture, and then excavate the theory and application of Harmonization Method(和法) in Huang Di Nei Jing(黃帝內經) and Shanghan Zabing Lun(傷寒雜病論). Methods : We find the harmonization(和) means harmony and neutral in traditional Chinese culture, including the harmony of society, the harmony of the mind and the body, and so on. Results : Huang Di Nei Jing(黃帝內經) emphasized the health status is moderate, the disease state is unbalance, preserving our health should keep the yin-yang equilibrium, treating disease should reestablish the equilibrium status, which establish the foundation of the theory of Harmonization Method(和法). Shanghan Zabing Lun(傷寒雜病論) created the methods of settlement and harmony, which is a precedent for the wide application of Harmonization Method(和法) for future generations, including to reconcile the interior-exterior and yin-yang, to harmony the ying-wei and qi-blood, to reconcile the activities of qi of internal organs. Conclusions : The harmonization(和) is the ideological foundation of the theory system of TCM and the Harmonization Method(和法). The Harmonization Method(和法) is an important treatment method for clinical practice of Traditional Chinese Medicine.

Polynomial Approximation Approach to ECG Analysis and Tele-monitoring (다항식 근사를 이용한 심전도 분석 및 원격 모니터링)

  • Yu, Kee-Ho;Jeong, Gu-Young;Jung, Sung-Nam;No, Tae-Soo
    • Proceedings of the KSME Conference
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    • 2001.06b
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    • pp.42-47
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    • 2001
  • Analyzing the ECG signal, we can find heart disease, for example, arrhythmia and myocardial infarction, etc. Particularly, detecting arrhythmia is more important, because serious arrhythmia can take away the life from patients within ten minutes. In this paper, we would like to introduce the signal processing for ECG analysis and the device made for wireless communication of ECG data. In the signal processing, the wavelet transform decomposes the ECG signal into high and low frequency components using wavelet function. Recomposing the high frequency bands including QRS complex, we can detect QRS complex and eliminate the noise from the original ECG signal. To recognize the ECG signal pattern, we adopted the polynomial approximation partially and statistical method. The ECG signal is divided into small parts based on QRS complex, and then, each part is approximated to the polynomials. Comparing the approximated ECG pattern with the database, we can detect and classify the heart disease. The ECG detection device consists of amplifier, filters, A/D converter and RF module. After amplification and filtering, the ECG signal is fed through the A/D converter to be digitalized. The digital ECG data is transmitted to the personal computer through the RF transceiver module and serial port.

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Study of PDA based Personal Asthma Management System Development (PDA 기반 천식관리 시스템 개발에 관한 연구)

  • Park, Jong-Cheon;Hwang, Dong-Guk;Lee, Woo-Ram;Jun, Byoung-Min;Kim, Kyung-Ah;Cha, Eun-Jong
    • Proceedings of the KAIS Fall Conference
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    • 2006.11a
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    • pp.216-219
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    • 2006
  • Self management of chronic asthma is of great importance, since the disease could lead the patient into an emergent situation. In the present study, we describe design and implementation of a personal digital assistant(PDA) based asthma management system for personal application including symptom and medication to prevent from the potential exac-erbation of the disease. The software program was written by the Visual C++ tool in the mobile computing environment and Object Store was applied for data management. User friendly GUI environment was provided for the patient to input his/her daily condition and self treatment such as medication for suc-cessful management. The input screen design substituted for keyboard input to a mouse in order to easy to select an item and minimize the keyboard input. The implementation results of this system., Real-time data collection and process were possible and be able to have been carried effectively out a continuous symptom, a medication of asthma patients, risk management.

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Correlation between Vertebral Left Atrial Size and NT-proBNP in Dogs with Myxomatous Mitral Valve Disease

  • Chae, Dong-Jin;Han, Sung-Hyun;Song, Kunho
    • Journal of Veterinary Clinics
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    • v.38 no.5
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    • pp.215-220
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    • 2021
  • The purpose of this study was to investigate the correlation between vertebral left atrial size (VLAS) and NT-proBNP levels. Sixty-three dogs with myxomatous mitral valve disease (MMVD) were recruited for this study. The MMVD group was classified according to the ACVIM stage based on medical history, clinical signs, and thoracic radiography and echocardiography findings. The N-terminal pro-B-type natriuretic peptide (NT-proBNP) levels were measured using fluorescent immunoassay. VLAS and VHS values were measured using a digital caliper in the right lateral view. There were significant differences in VLAS for each American college of veterinary internal medicine (ACVIM) stage (p < 0.01). As the ACVIM stage increased, it tended to increase. Vertebral heart score (VHS) also showed a tendency to increase with the ACVIM stage (p < 0.01). VLAS was divided into three groups: VLAS <2.6, 2.6≤ VLAS <3.1, and VLAS ≥3.1. NT-proBNP values were significantly different between the three groups (p < 0.01), and VLAS and NT-proBNP values showed a strong positive correlation (r = 0.756, p < 0.01). In conclusion, there were significant differences among ACVIM stages B1 and B2, B1 and C-D, and B2 and C-D groups regarding VLAS. Furthermore, NT-proBNP increased proportionally as VLAS increased. Measurements of VLAS may be helpful in the diagnosis of MMVD in addition to the existing radiological and echocardiographic methods.

Association of energy intake with handgrip strength in Korean adults with non-alcoholic fatty liver disease

  • So Young Bu
    • Journal of Nutrition and Health
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    • v.55 no.6
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    • pp.684-698
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    • 2022
  • Purpose: Recent studies have reported a significant association between skeletal muscle, muscle strength and non-alcoholic fatty liver disease (NAFLD). The effect of nutrient intake on the prediction of skeletal muscle mass and strength or its suggested correlation with metabolic diseases has been primarily reported in healthy individuals. The current study explores the association between energy intake and handgrip strength (HGS) in individuals with NAFLD. Methods: Data were obtained from the Korea National Health and Nutrition Examination Surveys 2016-2018. Data from 12,469 participants were extracted and 1,293 men and 1,401 women aged 20 years and older were included in the analyses of patients with NAFLD. The presence of NAFLD was determined using the hepatic steatosis index. To estimate relative skeletal muscle strength, HGS was measured using a digital dynamometer and calculated by adjusting the body mass index of the dominant arm. Study subjects in the NAFLD and non-NAFLD groups were separately categorized according to quartiles of the calculated HGS. Results: We found that individuals with low (EQ1) energy intake had lower odds of HGS compared to subjects with high (EQ4) energy intake, irrespective of their NAFLD status (p < 0.0001). However, the HGS did not differ based on the level of protein or fat intake ratio. Additionally, the effect of energy intake on HGS was more pronounced in men than in women. Conclusion: Energy intake was associated with the risk of weak HGS in men with NAFLD. The results indicate that energy intake may be a key factor in nutrition care for NAFLD patients with low muscle function.

Empowering Agriculture: Exploring User Sentiments and Suggestions for Plantix, a Smart Farming Application

  • Mee Qi Siow;Mu Moung Cho Han;Yu Na Lee;Seon Yeong Yu;Mi Jin Noh;Yang Sok Kim
    • Smart Media Journal
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    • v.12 no.10
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    • pp.38-46
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    • 2023
  • Farming activities are transforming from traditional skill-based agriculture into knowledge-based and technology-driven digital agriculture. The use of intelligent information and communication technology introduces the idea of smart farming that enables farmers to collect weather data, monitor crop growth remotely and detect crop diseases easily. The introduction of Plantix, a pest and disease management tool in the form of a mobile application has allowed farmers to identify pests and diseases of the crop using their mobile devices. Hence, this study collected the reviews of Plantix to explore the response of the users on the Google Play Store towards the application through Latent Dirichlet Allocation (LDA) topic modeling. Results indicate four latent topics in the reviews: two positive evaluations (compliments, appreciation) and two suggestions (plant options, recommendations). We found the users suggested the application to additional plant options and additional features that might help the farmers with their difficulties. In addition, the application is expected to benefit the farmer more by having an early alert of diseases to farmers and providing various substitutes and a list of components for the remedial measures.

A Study on Digital Infrared Thermographic Imagic Characters of women suffering from Postpartum disease (DITI를 이용한 산후풍 환자의 체표 온도 특성 연구)

  • Park, Kyoung-Sun;Lee, Yoon-Jae;Hwang, Deok-Sang;Lee, Jin-Moo;Lee, Chang-Hoon;Cho, Jung-Hoon;Jang, Jun-Bock;Lee, Kyung-Sub
    • Journal of Oriental Medical Thermology
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    • v.6 no.1
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    • pp.49-55
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    • 2008
  • Purpose: During Postpartum period many women complain multiple pain, cold hypersensitivity, hot flush, sweating and so on. We call the postpartum disease as San Hu Pung. We studied characters of DITI Characters of women suffering from Postpartum disease. Methods: We studied 55 patients visiting OOhospital from February 2006 to November 2007. The subjects were categorized in two groups, symptom group(37) and no symptom group(18). We measured the temperatures of abdomen(CV17, CV12, CV4), upper and lower limb(PC8, LU4, LR3, ST32) and back(GB21, BL18, BL53). We studied the difference of DITI between two groups by Student T-test using SPSS for windows (version 12.0). Results: The general characteristics such as age, days of postpartum, primiparity, cesarean section, partum season, breast-feeding of two groups were not different statistically. Temperatures of abdomen(CV17, CV12, CV4) and back(GB21, BL18, BL53) of two groups were not different statistically. Temperatures of Lt. PC8 and both LR3 of symptom group were statistically higher than no symptom group. The difference between Lt. PC8 and LU4, both LR3 and ST32 of symptom group were statistically higher than no symptom group. Conclusion: The results suggest that women suffering from Postpartum disease shows high temperature on hand and foot. It seems that postpartum disease patients tend to have blood deficiency. DITI can be useful to diagnose San Hu Pung. The more studies to diagnose San Hu Pung would be needed.

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