• 제목/요약/키워드: Animal Training

검색결과 192건 처리시간 0.038초

적은 데이터 세트를 기반으로 한 동물 이미지의 향상된 딥 러닝 (An Enhanced Deep Learning for Animal Image Based on Small Datasets)

  • 신성윤;신광성;이현창
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2020년도 제61차 동계학술대회논문집 28권1호
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    • pp.247-248
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    • 2020
  • 본 논문은 동물 이미지 분류를 한 작은 데이터 세트를 기반으로 개선 된 딥 러닝 방법을 제안한다. 먼저, 소규모 데이터 세트에 대한 훈련 모델을 구축하기 위한 CNN이 사용되는 반면, 데이터 보강은 훈련 세트의 데이터 샘플을 확장하는 데 사용한다. 둘째, VGG16과 같은 대규모 데이터 세트에서 사전 훈련 된 네트워크를 사용하여 소규모 데이터 세트의 병목 현상 기능을 추출하여 두 개의 NumPy 파일에 새로운 학습 데이터 세트 및 테스트 데이터 세트로 저장한다. 마지막으로 새로운 데이터 세트로 완전히 연결된 네트워크를 학습한다.

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허혈성 뇌손상 모델 당뇨쥐의 복합운동프로그램의 효과 (The Effect of Complex Exercise Program of Diabetic Rats with Ischemic Brain Injury Model)

  • 김동현;방현수
    • 대한지역사회작업치료학회지
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    • 제6권1호
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    • pp.41-48
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    • 2016
  • 목적 : 본 연구의 목적은 허혈성 뇌손상시 회복의 지연을 초래하는 당뇨에 복합운동프로그램을 적용하였을 때, 신경학적 효과와 당뇨의 개선효과를 확인하고자 하였다. 연구방법 : 본 연구는 경상북도 소재의 동물실험 연구실에서 실시하였고 허혈성 뇌손상 모델의 흰쥐에게 STZ(streptozotocin)를 투여하고 당뇨를 유발한 흰쥐 10마리를 사용하였다. 흰쥐에게는 4주간 복합운동프로그램을 실시하여 뇌기능회복을 확인하기 위해 미로검사(maze test)를 실시하였고, 당뇨의 개선효과를 보기위해서 혈당을 확인하였다. 결과 : 허혈성 뇌손상 모델 당뇨쥐에게 복합운동프로그램을 적용한 결과, 뇌기능회복을 확인하기 위한 미로검사에서는 실패횟수(error)가 3주 후부터 유의하게 감소하였고(p<.05) 탈출시간은 1주 후부터 유의하게 감소하였다(p<.05). 그리고 당뇨의 개선효과를 확인하기 위한 혈당 검사에서는 대조군에서는 유의한 변화가 없었고 복합운동프로그램을 적용한 실험군에서는 4주 후부터 유의한 효과가 있음을 알 수 있었다(p<.05). 결론 : 뇌졸중, 당뇨 등의 성인, 노인성 질환이 증가되고 있는 현 시점에서 환자들에게 재활은 여명수명동안 삶의 질 개선에 매우 중요하다. 본 연구는 허혈성 뇌졸중과 당뇨를 모두 가지고 있는 동물모델에게 치료사가 쉽게 시행할 수 있는 복합운동프로그램 적용을 통하여 뇌기능회복과 당뇨 개선효과를 확인할 수 있었다.

돼지 단위생식란의 세포사멸 유전자 발현 양상에 관한 연구 (Expression Analysis of Programmed Cell Death Genes in Porcine Parthenogenesis)

  • 손종윤;김상환;정덕원;류춘열;윤종택
    • 한국수정란이식학회지
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    • 제30권3호
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    • pp.239-248
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    • 2015
  • The nature of molecular mechanisms governing embryonic cell block is largely unknown, but recent reports have demonstrated that proper execution of programmed cell death is crucial for this process. The main objective of this study is to determine effects of programmed cell death on porcine oocytes development in vitro after parthenogenesis. Among the blastocysts matured in 3MA, MAP1LC3A and ATG5 RNA gene expression level increased in the order of Cyst < 3MA < RP. However, Casp-3 and TNF-r RNA gene expression level decreased in the order of RP < 3MA < Cyst. Expression of mTOR within the RP-cultured blastocyst was the most highly to the inner cell mass, while 3MA-cultured blastocyst showed very lowest expression in inner cell mass. The expression of mTOR showed a pattern opposite to that of MAP1LC3A. That is, its expression was the lowest in Cyst group. When the enzymatic activity of MMP-2 and MMP-9 was assessed in culture, the level of active MMP-9 was higher expression in the medium of each RP treatment group, with the level of another treatment group being relatively higher. Analyses of TIMP-2 and TIMP-3 revealed that their expression was higher in groups that did not receive RP treatment. More specifically, the level of TIMP-2 was not affected by Cyst treatment, while the level of TIMP-3 was higher in 3MA and RP treatment group. There was highly cell division activation efficiency of parthenogenesis on cultured system of RP supplement IVC medium. Therefore, these results suggest that embryo development was significantly increased in conditional culture medium with active autophagy as compared to common cultured condition. Further investigation of this distinction may enable the development of innovative improvements for the production of porcine somatic cell nuclear transfer.

지구성 운동이 NSE/APPsw 알츠하이머 질환 생쥐의 인지능력, Aβ-42, BDNF, GLUT-1과 HSP-70 단백질 발현에 미치는 영향 (The Effect of Exercise Training on Aβ-42, BDNF, GLUT-1 and HSP-70 Proteins in a NSE/ APPsw-transgenic Model for Alzheimer's Disease.)

  • 엄현섭;강은범;임예현;이종록;조인호;김영수;채갑룡;황대연;곽이섭;오유성;조준용
    • 생명과학회지
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    • 제18권6호
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    • pp.796-803
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    • 2008
  • 알츠하이머 질환은 신경퇴행성질환으로 노령인구에서 뿐만 아니라 $30{\sim}60$세 사이에서도 상염색체성우성형으로 발생하여 사회문제로 대두되고 있으며 발병기전도 명확하게 규명되지 않은 상태이다. 따라서 이 연구에서는 hAPP695sw 돌연변이를 neuron-specific enolase (NSE) 유전자의 프로모터 조절 하에 연결시킨 융합 유전자(pNSE/APP695sw fusion gene)를 과 발현시킨 알츠하이머 질환 모델생쥐를 대상으로 16주간 지구성 운동에 따른 알츠하이머 질환 모델생쥐의 인지능력의 변화와 주병변인 $A{\beta}-42$ 단백질과 함께 GLUT-1, BDNF, HSP-70 단백질의 발현량을 분석하였다. 그 결과 지구성 운동은 APPsw 알츠하이머 질환 모델생쥐의 인지능력을 개선시키는데 긍정적인 영향을 미친 것으로 나타났으며 이러한 인지능력의 개선은 알츠하이머 질환의 주 병변인 뇌의 $A{\beta}-42$ 감소뿐만 아니라 BDNF, GLUT-1과 HSP-70 단백질의 발현 증가와 관련이 있음을 확인하였다. 따라서 지구성 운동은 약물 처치 이외에 알츠하이머 질환을 예방하거나 지연시킬 수 있는 전략적인 방법으로 활용할 수 있음을 알 수 있다.

Subfertility in Males: An Important Cause of Bull Disposal in Bovines

  • Mukhopadhyay, C.S.;Gupta, A.K.;Yadav, B.R.;Khate, K.;Raina, V.S.;Mohanty, T.K.;Dubey, P.P.
    • Asian-Australasian Journal of Animal Sciences
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    • 제23권4호
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    • pp.450-455
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    • 2010
  • The study had two objectives, namely, to estimate the andrological disorders leading to disposal of Karan Fries (KF), Sahiwal cattle and Murrah buffalo bulls and to study the effect of various factors (species/breeds, season of birth and period of birth) on male reproductive parameters. Records on occurrence of subfertility problems and disposal pattern of bulls maintained at the National Dairy Research Institute herd were collected for 15 years (1991 to 2005). Percentage of bulls producing freezable semen was less in the crossbred cattle (58.46%) as compared to Sahiwal (81.69%) and Murrah bulls (81.05%). Various subfertility traits like poor libido and unacceptable seminal profile were found to be the significant reasons (p<0.01) for culling of the breeding bulls. Inadequate sex drive was the main contributing factor for bull disposal in Sahiwal (22.55%) and Murrah bulls (15.12%) whereas poor semen quality and freezability were most frequently observed in KF bulls (24.29 and 7.29 percent, respectively). Least squares analyses of different male reproductive parameters showed that species/breeds had significant effect (p<0.05) on all traits except for frozen semen production periods (FSPP). Periods of birth were significantly different (p<0.05) for all traits except for semen volume. Age at first semen collection (AFSC), age at first semen freezing (AFSF) and age at disposal (AD) were highest in Murrah, while frozen semen production period (FSPP) and semen production period (SPP) were highest in KF and lowest in Sahiwal. The age at first semen donation and breeding period could be reduced by introducing the bulls to training at an early age. These results revealed a declining trend in AFSC, AFSF, FSPP, SPP and AD, thereby indicating an improvement in reproductive performance over the years. The age at first semen donation in bovines can be reduced by introducing the young male calves to training at an early age, which could increase the dosage of semen obtained from each male.

증강현실 기술을 사용한 수의학 교육용 정맥 주사 훈련 시뮬레이터 (An Intravenous Injection Simulator using Augmented Reality for Veterinary Education)

  • 이준;서안나;김원종;김지인;이승연;엄기동
    • 한국HCI학회논문지
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    • 제7권2호
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    • pp.25-34
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    • 2012
  • 수의대 학생들은 동물을 대상으로 의료 행위를 실습하고 훈련을 하는 과정을 통하여 동물에 대한 치료 방법을 배우고 경험한다. 하지만, 동물 보호법으로 인해 훈련에 필요한 동물 실험에 대한 규제가 확대되고, 실험에 사용되는 동물에 대한 실험 횟수를 제한하면서, 수의대 학생들의 동물 대상 교육 및 훈련의 기회가 줄어들게 되었다. 본 논문에서는 이러한 문제를 해결하기 위한 증강현실 기반의 동물 훈련 시뮬레이터를 제안한다. 동무 의료 훈련 과정 중에서 가장 사용 빈도가 높으면서도 초보자들이 어려움을 겪는 정맥 주사 훈련을 시뮬레이션 대상으로 선정하였다. 본 논문에서 제안한 시뮬레이터는 동물에 대한 의료 훈련의 사실감을 높여주기 위해서 실제 개다리의 모습을 사용한 훈련 도구를 개발하였다. 또한, 실제 정맥주사 훈련 과정에서 사용되는 주사기를 개조하여 사용자의 실험 행위 인식 및 이에 따른 Force Feedback을 제공하는 장치를 개발하였다. 마지막으로 실험에 참여하는 사용자들의 행위를 인식하고 이에 알맞은 시각적 피드백을 주기위해 Work Bench 기반의 증강 현실 시스템을 개발하였다. 제안한 증강현실 기반의 동물 훈련 시뮬레이터에 대한 성능 평가를 실시한 결과 제안한 시뮬레이터는 시뮬레이터를 사용하지 않는 전통적인 비디오 기반의 교육 방법이나 HMD (Head Mounted Display) 디스플레이를 착용한 증강현실 시스템보다 교육 효과가 뛰어나다는 결론을 얻을 수 있었다.

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소 결핵 진단을 위한 인터페론감마 검사 키트의 성능 비교 평가 (Performance comparison and evaluation of interferon-gamma assay kit for bovine tuberculosis diagnosis)

  • 홍이곤;최우재;노영혜;안선민;김은경;최은희;김단일
    • 한국동물위생학회지
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    • 제43권4호
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    • pp.201-209
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    • 2020
  • In Korea, bovine tuberculosis (bTB) is a representative zoonotic disease that causes considerable economic loss. In determining the positive bTB, the ELISA method for examining the amount of interferon-gamma (IFN-γ) is included in Korea's diagnostic standard method. Recently, commercially available BIONOTE TB-Feron ELISA Plus (TB-Feron Plus) that detects IFN-γ has been introduced. However, since the scientific basis for the performance is limited, we evaluated performance by comparing it with the results of another IFN-γ ELISA assay kit (BOVIGAM®) certified by Office International des Epizooties. In our research, 42 positive blood samples preliminarily tested with a tuberculin skin test and/or BOVIGAM® and 54 negative blood samples collected from three bTB free farms were subjected to IFN-γ assay using the TB-Feron Plus and the BOVIGAM®, respectively. The result shows that the sensitivity, specificity and accuracy were 81.0% (34/42), 100% (54/54), 91.7% (88/96) in TB-Feron Plus kit and 78.6% (33/42), 100% (54/54), 90.6% (87/96) in BOVIGAM® kit, respectively. Moreover, the overall accordance percentage of the two kits was 99.0% (95/96) and there was almost perfect agreement between two assays (Kappa=0.977, P<0.0001). Furthermore, additional studies confirmed that elevated lymphocyte numbers in blood did not interfere with the results of the TB-Feron Plus kit. And, delayed time from sampling to culture decreased the optical density (OD) value. Therefore, we concluded that the TB-Feron Plus kit was not inferior to BOVIGAM® in performance. High lymphocyte numbers in blood did not impact on TB-Feron Plus results, while delayed time before culture interfered with OD value.

Factors influencing farmed fish traders' intention to use improved fish post-harvest technologies in Kenya: application of technology acceptance model

  • Jimmy Brian Mboya;Kevin Odhiambo Obiero;Maureen Jepkorir Cheserek;Kevin Okoth Ouko;Erick Ochieng Ogello;Nicholas Otieno Outa;Elizabeth Akinyi Nyauchi;Domitila Ndinda Kyule;Jonathan Mbonge Munguti
    • Fisheries and Aquatic Sciences
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    • 제26권2호
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    • pp.105-116
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    • 2023
  • Improved fish post-harvest technologies (IFPT) have been promoted as more efficient methods of fish processing, preservation, and value addition than the traditional methods prevalent in developing countries. The adoption rates, however, do not appear to be convincing. The purpose of this study was to determine the socio-demographic and psychological factors that influence intention of Kenyan farmed fish traders to use IFPT. The technology acceptance model (TAM) was used to properly explain the impact of TAM constructs such as perceived usefulness (PU), perceived ease of use (PEOU), and attitude (ATT), as well as socio-demographic factors such as gender, age, education level and fish trading experience on traders' intention to use the technologies. A cross-sectional survey was conducted to collect data using a semi-structured questionnaire from 146 traders in Busia, Siaya and Kakamega counties. At a significance level of p = 0.05, a linear regression model was used to examine the socio-demographic and psychological determinants of the traders' behavioral intention to use the improved technologies. The regression analysis revealed that PU (β = 0.443; p = 0.000), PEOU (β = 0.364; p = 0.000) and ATT (β = 0.615; p = 0.000) influence traders' intention to use IFPT, with ATT having the highest influence on intention. However, the traders' socio-demographic characteristics have no effect on their intention to use the technologies, as the coefficients for gender (β = 0.148; p = 0.096), age (β = 0.016; p = 0.882), level of education (β = -0.135; p = 0.141) and fish trading experience (β = 0.017; p = 0.869) are all insignificant. These findings show that the traders intend to use IFPT and will use them when it is in their best economic interests.

농촌지도공무원(農村指導公務員)의 전문성(專門性) 향상(向上) 방안(方案) (Directions for Professional Development of Agricultural Extension Educators in Korea)

  • 김성수
    • 농촌지도와개발
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    • 제1권2호
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    • pp.147-163
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    • 1994
  • Agricultural extension programs in Korea had focused mainly on increased production, and the biggest pride of extension was the achievement of rice self-sufficency in 1970s and abundant vegetable and animal production in 1980s. Farming in Korea has changed rapidly in recent years and extension system on commercialized crops have not been satisfactorily developed to mete farmers` demands. Facing the emerging challenges of international competition and trade liberalization for agricultural commodities, the goals of extension should be focused on increased income and the welfare of coral communities. The transfering of agricultural extension educator from central government jobs to local ones has emerged recently under the trends of localization which resulted unstable job environment of extension educator. Intensive pre-service and in-service training of extension workers on current and advanced techologies are essential to upgrade the quality of extension services, and the future directions for professional development of agricultural extension educators in Korea were suggested as follows: 1. Establishing a national network on agricultural extension system to promote exchanges of information among counties and provinces, to conduct meetings and to publish information on agricultural extension. 2. Determining the implications of recent national and global trends on agricultural extension, and strenthening communication at local, national and international levels for an effective extension system in the era of localization, internationalization and globalization; 3. Recognizing the effect of number and quality of extension staff on the impact of extension and providing opportunities development and advancement of extension personnel through education, training, incentives and rewards; 4. Giving a higher priority to agricultural extension in national policies in order to ensure the adequacy of budgetary support and recognition of importance of extension by the ministries concerned and mass communications.

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의료용 훈련을 위한 가상현실에 대한 연구 (Virtual Environments for Medical Training: Soft tissue modeling)

  • 김정
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2007년도 춘계학술대회A
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    • pp.372-377
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    • 2007
  • For more than 2,500 years, surgical teaching has been based on the so called "see one, do one, teach one" paradigm, in which the surgical trainee learns by operating on patients under close supervision of peers and superiors. However, higher demands on the quality of patient care and rising malpractice costs have made it increasingly risky to train on patients. Minimally invasive surgery, in particular, has made it more difficult for an instructor to demonstrate the required manual skills. It has been recognized that, similar to flight simulators for pilots, virtual reality (VR) based surgical simulators promise a safer and more comprehensive way to train manual skills of medical personnel in general and surgeons in particular. One of the major challenges in the development of VR-based surgical trainers is the real-time and realistic simulation of interactions between surgical instruments and biological tissues. It involves multi-disciplinary research areas including soft tissue mechanical behavior, tool-tissue contact mechanics, computer haptics, computer graphics and robotics integrated into VR-based training systems. The research described in this paper addresses the problem of characterizing soft tissue properties for medical virtual environments. A system to measure in vivo mechanical properties of soft tissues was designed, and eleven sets of animal experiments were performed to measure in vivo and in vitro biomechanical properties of porcine intra-abdominal organs. Viscoelastic tissue parameters were then extracted by matching finite element model predictions with the empirical data. Finally, the tissue parameters were combined with geometric organ models segmented from the Visible Human Dataset and integrated into a minimally invasive surgical simulation system consisting of haptic interface devices and a graphic display.

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