• Journal of Animal Science and Technology
• /
• 제63권2호
• /
• pp.367-379
• /
• 2021

The objectives of this study were to evaluate convolutional neural network models and computer vision techniques for the classification of swine posture with high accuracy and to use the derived result in the investigation of the effect of dietary fiber level on the behavioral characteristics of the pregnant sow under low and high ambient temperatures during the last stage of gestation. A total of 27 crossbred sows (Yorkshire × Landrace; average body weight, 192.2 ± 4.8 kg) were assigned to three treatments in a randomized complete block design during the last stage of gestation (days 90 to 114). The sows in group 1 were fed a 3% fiber diet under neutral ambient temperature; the sows in group 2 were fed a diet with 3% fiber under high ambient temperature (HT); the sows in group 3 were fed a 6% fiber diet under HT. Eight popular deep learning-based feature extraction frameworks (DenseNet121, DenseNet201, InceptionResNetV2, InceptionV3, MobileNet, VGG16, VGG19, and Xception) used for automatic swine posture classification were selected and compared using the swine posture image dataset that was constructed under real swine farm conditions. The neural network models showed excellent performance on previously unseen data (ability to generalize). The DenseNet121 feature extractor achieved the best performance with 99.83% accuracy, and both DenseNet201 and MobileNet showed an accuracy of 99.77% for the classification of the image dataset. The behavior of sows classified by the DenseNet121 feature extractor showed that the HT in our study reduced (p < 0.05) the standing behavior of sows and also has a tendency to increase (p = 0.082) lying behavior. High dietary fiber treatment tended to increase (p = 0.064) lying and decrease (p < 0.05) the standing behavior of sows, but there was no change in sitting under HT conditions.

• 대한기계학회논문집A
• /
• 제34권2호
• /
• pp.167-174
• /
• 2010

본 논문에서는 사무용 의자의 틸트 동작시 요추지지 기능과 등의 미끄럼을 평가함으로써 등판 회전중심의 최적 위치를 연구하였다. 이를 위해 인체와 의자로 이루어진 수학적 모델을 이용하여 틸트 동작 시뮬레이션을 수행하였다. 착석된 인체 모델의 측면 상에서 고관절 중심을 포함한 42개의 위치에 등판 회전축 위치를 설정하고 각각 시뮬레이션을 수행하였다. 또한 등판의 회전중심이 고관절에 위치한 의자 시작품과 좌판하부에 위치한 기존의 의자에 대해 동작분석 실험도 함께 수행하였다. 시뮬레이션 결과 등판의 회전중심이 고관절 중심에 가까이 위치할수록 틸트시 요추각도 변화량과 등의 미끄럼거리는 작아졌다. 한편 실험결과 착석자의 등과 등판사이의 이격변위와 미끄럼변위는 등판의 회전중심이 고관절 위치에 설계된 시작품에서 더 작게 측정되었다. 시뮬레이션과 실험결과로부터 등판의 회전중심이 인체의 고관절 위치에 가깝게 설계되면 틸트시 착석자의 요추를 효과적으로 지지해 줄 수 있음을 알 수 있었고 이때 착석자는 보다 편안하고 건강한 착석자세를 유지할 수 있다. 이 결과는 사무용 의자에서 등판 회전축 위치의 인간공학적 설계를 위한 가이드라인을 제공한다.

• The Journal of Korean Physical Therapy
• /
• 제16권3호
• /
• pp.86-96
• /
• 2004

A clinical study about painful manifestation on lumbar with regard to movement change of trunk The purpose of this study is to present the basis of low back pain therapy which is close examined of back muscle that is the main reason for that case of back pain when trunk rotation, flexion and extension. Therefore this study, which is based on literature review and clinical experience, has tried to figure out that back pain which is considered to be significant for the most increasing time, posture, motion, painful area, involved muscle have any influence on trunk rotation, flexion and extension This study has done with the patients in oriental rehabilitation clinic, K-oriental hospital, from Jan, 2003 to Dec, 2003. Total cases were 145(male:$39\%$-52 patients, female:$64.1\%$-93 patients) those who complained lumbosacral pain with radiating that makes patient unable to bending or extending the trunk. And they were surveyed retrospect way, checking the medical record and that of therapist. Results are as followings. 1. For sprain patient, $34.5\%$ complained pain on extension, and among them, the most remarkably, patients who did right rotation extension pattern were $20\%$. Herniated disc patient shows greater limit on flexion when trunk moves bending route, but right rotation with extension pattern shows the most limitation on flexion-extension according to the rotation of trunk 2. Cases of morning back pain($60.5\%$) showed high value on right rotation extension pattern($18.6\%$), right rotation flexion pattern($16.3\%$) but did not show big difference on left flexion and extension pattern 3. Patients those who complain pain on sitting position showed highest value each left, right $14.6\%$ of left and right rotation extension pattern 4. Among extension painful patient, there showed highest value of each $32.5\%$ on right rotation extension pattern, and $20.0\%$ on right rotation flexion pattern. 5. Tenderness distribution of quadratus lumborum showed $34.5\%$ on right rotation extension pattern, $20.7\%$ on left rotation extension pattern, and that of iliopsoas muscle at right rotation flexion pattern showed right muscle $20.0\%$, left $50.0\%$ Derived from the results of survey above, for sprain and HIVD patient showed greatest pain on right rotation pattern, for pain plus patient on right rotation extension among those who has extreme pain on sitting in the morning described tenderness on right quadratus lumborum, and those who complain pain on left rotation extension described tenderness on left lumborum the most Decisively, it is possible to figure out the problem muscle that involved when I found the time, position, motion that aggravating and painful area. Therefore this study would be expected to be able to be a useful clinical materials on diagnosis and therapy of low back pain.

• 대한인간공학회지
• /
• 제35권6호
• /
• pp.595-609
• /
• 2016

Objective: The purpose of this study was to develop and validate the guidelines for Medic Work Table (MWT) based on the anthropometric data of medical technologists. Background: Users' anthropometric data such as sitting height, sitting elbow height, knee height, and so on are significant factors for designing comfortable and useful furniture. Thus, many guidelines for different types of desks and chairs based on the users' anthropometric data have been suggested to many researchers. However, few researches have been conducted to provide design guidelines for MWT for blood collecting task. Medical technologists often use their upper extremities to perform blood collecting task with high repetitions. These repeated motions could be a critical factor in the prevalence rate of Work-related Musculoskeletal Disorders (WMSDs). Therefore, a study on ergonomic design of MWT would be essential in preventing the WMSDs and improving the quality of the working environment of medical technologists. Method: This study suggested design guidelines for ergonomic MWT by focusing on the heights of the upper side and underside, depths of the inside and outside, and width of MWT through anthropometric studies and literature reviews. Afterwards, a new MWT was made using the suggested design guidelines for this study. Five healthy medical technologists participated to evaluate the original MWT and new MWT. All participants took part in the range of motion (ROM) test, electromyography (EMG) muscle activity test, and usability test to validate the suggested guidelines in this study. EMG signals of related muscles (Flexor Carpi Ulnaris, Extensor Carpi Ulnaris, Deltoid Anterior, and Biceps Branchii) were recorded through the surface electromyography system from both the original MWT and the new MWT. The ROM test of the shoulder and elbow flexion was also assessed using motion sensors. Results: The newly designed MWT showed decreased ROMs of the shoulder and elbow up to 22% and 18% compared to the original MWT. The muscle activities in the new MWT also showed a decrease of 13% in Anterior Deltoid, 6% in Biceps Brachii, 5% in Flexor Carpi Ulnaris, and 8% in Extensor Carpi Ulnaris muscle groups, compared to the original MWT. In the usability test, the satisfaction score of the new MWT was also 56.1% higher than that of the original MWT. Conclusion: This study suggested guidelines for designing MWT and validating the guidelines through qualitative and quantitative analyses. The results of motion analysis, muscle activity, and usability tests demonstrated that the newly designed MWT may lead to less physical stress, less awkward posture, and better physical user interface. Application: The recommended guidelines of the MWT would be helpful information for designing an ergonomic MWT that reduces physical loads and improves the performance of many medical technologists.

• 한국융합학회논문지
• /
• 제10권10호
• /
• pp.67-74
• /
• 2019

본 연구는 경도의 지적장애를 가진 20대 남성 비만인이 자세변화에 따른 융합적인 호흡기능에 미치는 영향을 알아보고자 하였다. 비만을 가진 20대 경도의 지적장애인 남성 10명(비만군)과 비만이 없는 20대 경도의 지적장애인 남성 10명(대조군)이 실험에 참여하였다. 모든 대상자들은 자세변화(바로 누운 자세, 45도 기대어 앉은 자세, 90도 앉은 자세)에 따라 Fit mate를 이용하여 폐기능을 평가해 보았다. 자료분석은 SPSS win 18.0을 이용하여 모든 대상자의 자세변화에 따란 호흡변화를 분석하기 위해 일요인 반복측정 분산분석으로 검증하였다. 각 군간의 차이를 분석하기 위해 독립비교를 실시하였다. 비만군에서 자세변화에 따른 호흡기능이 대조군보다 실험 후 호흡기능이 더 낮게 나타났다. 세가지 자세변화에도 바로 누운자세에 가장 낮게 나타났다. 이 연구를 통해 비만군은 대조군보다 호흡기능이 낮게 나타났으며, 이런 결과는 비만을 가진 지적장애인의 운동프로그램을 통한 객관적인 호흡측정 자료로 제시할 수 있을 것으로 사료된다.

• The Journal of Korean Physical Therapy
• /
• 제12권2호
• /
• pp.185-190
• /
• 2000

본 연구는 1999년 10월 1일부터 2000년 3월 30일까지 대구시 세종 신경외과의원에서 요통을 진단 받고 물리치료실에 내실한 환자 40명과 대조군 40명을 합한 총 80명을 대상으로 하였다. 대상자에게 요추 1번과 5번의 상연을 연결하는 요추 전만각도 측정에서 요통환자의 $29.88^{\circ}$는 대조군의 $35.31^{\circ}$보다 통계적으로 유의하게 감소했다(p<0.01). 성별 전만도 차이는 여성 환자의 $32.32^{\circ}$가 남성 환자의 $27.32^{\circ}$보다 유의하게 증가했고(p<0.05), 대조군에서도 여성이 $36.63^{\circ}$로 남성의 $34.12^{\circ}$보다 증가했으나 통계적 차이는 없었다. 연령별 전만도 차이는 40세 이하의 환자가 $27.95^{\circ}$로 이상의 $32.32^{\circ}$보다 감소하였으나, 대조군은 각각 $35.82^{\circ}$와 $34.27^{\circ}$ 40세 이하가 조금 증가했으나 통계적 유의성은 없었다. 작업자세와 요추 전만도 차이에서 앉아서 작업하는 환자$(31.35^{\circ})$는 서서 작업하는 환자$(28.93^{\circ})$ 보다 증가했으나, 대조군은 양자가 비슷하였다. 따라서 본 연구결과 환자의 요추 전만도가 대조군 보다 유의하게 감소했고, 여성 환자가 남성 환자 보다 증가했다.

• 재활복지공학회논문지
• /
• 제11권3호
• /
• pp.271-277
• /
• 2017

본 연구에서는 사용자의 자세에 따라 실시간으로 제공되는 진동모터에 의해서 촉각 피드백이 구현되는 골반교정 및 자세균형능력 증진을 위한 균형의자(balance chair)를 개발하고 그 유효성을 평가하고자 하였다. 이를 위해 MC Nylon을 이용하여 몸체을 제작하고 사용자 인터페이스를 위한 터치 TFT와 아두이노를 사용한 주 제어모듈, 사용자 자세판별을 위한 9축 가속센서, 촉각피드백을 위한 진동모듈을 내장하고 사용자의 편안한 착석감을 위한 쿠션으로 외부를 둘러싼 균형의자 시제품을 제작하였다. 제작된 시제품을 이용한 자세균형 훈련시스템의 유효성을 확인하기 위해 여성 피험자 10명을 대상으로 척추움직임의 주요근육인 좌우 요장늑근에 대한 근활성도(%MVIC)를 측정하였고 자세균형능력 평가장비인 Spine Balance 3D를 이용하여 훈련 전후의 균형능력을 측정하였다. 균형의자를 통한 운동 및 자세균형 유지 시 진동을 통한 피드백 방법에 의해 사용자의 좌우 요장늑근이 균형적으로 활성화되고 또한 이를 통한 훈련 전후 균형능력이 증진되는 결과를 얻었다. 향후 본 연구는 다양한 자세균형 제품 개발에 기초 연구로 활용 가능하다고 사료된다.

• 한국융합학회논문지
• /
• 제11권9호
• /
• pp.277-285
• /
• 2020

본 연구는 헤드 마운티드 디스플레이(Head-Mounted Display; HMD) 사용이 건강한 젊은 성인들의 목관절가동범위(CROM)와 목 근육 두께 및 통증에 미치는 영향을 분석하였다. HMD 군(남자 16명, 여자 7명)은 HMD를 착용하고 30분 동안 정해진 영상을 시청하도록 하였다. 대조군(남자 15명, 여자 8명)은 HMD군과 동일한 자세로 HMD 착용없이 30분 동안 앉아있게 하였다. 실험 전·후에 목관절가동범위, 위등세모근과 어깨올림근의 두께와 압력통증역치를 측정하고 대응표본 t검정과 독립 t검정으로 분석하였다. HMD 군의 목관절가동범위와 양쪽 위등세모근과 어깨올림근의 압력통증역치는 사전 검사 보다 유의하게 감소하였고(p<.05), 양쪽 위등세모근의 두께는 유의하게 증가하였고(p<.05). 반면에, 대조군은 목관절가동범위, 근육 두께 및 압력통증역치에서 유의한 차이가 없었다(p>.05). 분석 결과, 장시간 HMD 사용은 목관절가동범위와 압력통증역치를 감소시키고 근육을 비대하게 하여 목과 어깨의 근골격계 질환을 야기할 수 있으므로, 본 연구는 올바른 자세를 유지하며 적절한 시간 동안만 HMD를 사용할 것을 권장한다.

• Journal of Animal Science and Technology
• /
• 제63권4호
• /
• pp.790-798
• /
• 2021

The objective of this study was evaluation of pig behavior changes related to temperature, relative humidity, volatile organic compounds (VOCs), and illuminance. A total of 24 growing pigs ([Yorkshire × Landrace] × Duroc) were used in the experiment. A sensor was installed at a height of 0.5 m in the center of the pig house. In experiment 1, temperature was changed every four days to 18℃ (T1), 22℃ (T2), 26℃ (T3), and then 30℃ (T4). In experiment 2, relative humidity was adjusted to 45% (low humidity [LH]), 60% (middle humidity [MH]), and then 75% (high humidity [HH]) for four days. In experiment 3, after cleaning the pig house just before experiment, only minimal ventilation was provided. VOCs and pig behaviors were observed for 7 days without cleaning the pig house. In experiment 4, three light bulbs of 40 W (470 lumens / 45 lx; low illuminance [LI]), 75 W (1,055 lumens / 103 lx; middle illuminance [MI]), and 100 W (1,521 lumens / 146 lx; high illuminance [HI]) were used for four days each. Pig behavior analysis was performed for following criteria : Feed intake, Standing, Lying, Sitting, Drink water, Rooting, Posture transition (lying-standing), Posture transition (standing-lying), Wallowing, and Biting. In experiment 1, feed intake time was lower (p < 0.05) for the T3 than other treatment groups. Standing time was highest (p < 0.05) for the T1 and lowest (p < 0.05) for the T3. Lying time was shorter (p < 0.05) in T1 and T2 compared to T3 and T4. Drinking frequency was higher (p < 0.05) for the T4 than other treatment groups. In experiment 2, the frequency of rooting and wallowing increased (p < 0.05) with increasing humidity. LH showed the lowest (p < 0.05) rooting frequency and HH showed the highest (p < 0.05) rooting frequency. In experiment 3, VOCs concentration did not (p > 0.05) change pig behavior. In experiment 4, lying time was the longest (p < 0.05) at LI and shortest (p < 0.05) at HI. Therefore, pig behavior is heavily influenced by the environment, especially temperature and humidity. However, correlation between pig behavior to VOCs and illuminance seems to be needed more research.

• 한국전문물리치료학회지
• /
• 제20권1호
• /
• pp.10-17
• /
• 2013

The purpose of this study was to assess the influence of the duration of smartphone usage on cervical and lumbar spine flexion angles and reposition error in the cervical spine. The study included 18 healthy smartphone users (7 males and 11 females). We measured the kinematics of the upper and lower cervical and lumbar spine flexion angles and the reposition error of the upper and lower cervical spine after 3 s and 300 s smartphone use in sitting. A paired t-test was used to compare the effects of the duration of smartphone usage on the kinematics of cervical and lumbar spine flexion angles and reposition error. The flexion angles of the lower cervical and lumbar spine and the reposition error in the upper and lower cervical spine were significantly increased after 300 s smartphone of use (p<.05). However, the flexion angle of the upper cervical spine was not significantly different between the 3 s and 300 s smartphone of use (p>.05). These findings suggest that prolonged use of smartphones can induce changes in cervical and lumbar spine posture and proprioception in the cervical spine.