• Journal of Digital Convergence
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• v.20 no.5
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• pp.681-693
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• 2022

The purpose of this study is to suggest a plan to utilize atypical data in the health care field by inferring standard medical terms related to the musculoskeletal system through keyword network analysis of medical records of patients hospitalized for musculoskeletal disorders. The analysis target was 145 summaries of discharge with musculoskeletal disorders from 2015 to 2019, and was analyzed using TEXTOM, a big data analysis solution developed by The IMC. The 177 musculoskeletal related terms derived through the primary and secondary refining processes were finally analyzed. As a result of the study, the frequent term was 'Metastasis', the clinical findings were 'Metastasis', the symptoms were 'Weakness', the diagnosis was 'Hepatitis', the treatment was 'Remove', and the body structure was 'Spine' in the analysis results for each medical terminology system. 'Oxycodone' was used the most. Based on these results, we would like to suggest implications for the analysis, utilization, and management of unstructured medical data.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.14 no.12
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• pp.6461-6468
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• 2013

This research is conducted to investigate musculoskeletal diseases' that can be developed in paramedics body whose are in charge of emergency situations before they arrive at the hospital. The data were collected from 216 of paramedics from July 2, 2012 to July 31, 2012. As a result, 57.9% of participants have already felt the subjective symptoms of the muscular skeletal diseases, and 47.2% of them felt the pain on their waists and hips. These pains are highly related to their working situations. In the aspects of the muscuoskeletal diseases' symptoms, general characteristics, gender (t=16.579, p=.000), age (t=102.344, p=.000), education (t=5.363, p=.027), drinking (t=6.999, p=.030), and smoking (t=6.266, p=.009), have significance differences. Professional characteristics, career (t=67.684, p=.000), passengers of the ambulance (t=7.717, p=.004), qualification or license (t=25.480, p=.000), and position (t=74.615, p=.000), have also significance differences.

• Journal of the Institute of Convergence Signal Processing
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• v.21 no.2
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• pp.73-78
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• 2020

Musculoskeletal disease is often caused by sitting down for long period's time or by bad posture habits. In order to prevent musculoskeletal disease in daily life, it is the most important to correct the bad sitting posture to the right one through real-time monitoring. In this study, to detect the sitting information of user's without any constraints, we propose posture measurement system based on multi-channel pressure sensor and CNN model for classifying sitting posture types. The proposed CNN model can analyze 5 types of sitting postures based on sitting posture information. For the performance assessment of posture classification CNN model through field test, the accuracy, recall, precision, and F1 of the classification results were checked with 10 subjects. As the experiment results, 99.84% of accuracy, 99.6% of recall, 99.6% of precision, and 99.6% of F1 were verified.

• Proceedings of the Korean Society of Machine Tool Engineers Conference
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• 2004.04a
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• pp.197-202
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• 2004

As a part of environmental pollution prevention and resources recycling, the regeneration of waste tire has been largely contributed to national industry. But, the worker has been evaded this regeneration process by reason of the best mischievous process condition among 3D industries. So, the first, the process condition of regenerating waste tire was analyzed. The second, the equipment or system was developed for the improvement of working strength and environment. The last, researchers intend to solve these problems

• Proceedings of the Korean Society of Machine Tool Engineers Conference
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• 2004.10a
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• pp.175-180
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• 2004

As a part of environmental pollution prevention and resources recycling, the regeneration of waste tire has been largely contributed to national industry. But, the worker has been evaded this regeneration process by reason of the best mischievous process condition among 3D industries. So, the first, the process condition of regenerating waste tire was analyzed. The second, the equipment or system was developed for the improvement of working strength and environment. The last, researchers intend to solve these problems

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2016.05a
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• pp.138-139
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• 2016

This paper check over the shoulder disorder derived from musculoskeletal disorder. Particularly, it performing a manual measurement for horizontal adduction and horizontal abduction of shoulder. Here, if the value is lower than the reference value, It presents a reasonable manual therapies.

• The Journal of Korea Institute of Information, Electronics, and Communication Technology
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• v.13 no.3
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• pp.219-225
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• 2020

With the aging population, the prevalence of musculoskeletal disorders in the elderly continues to increase. In addition, musculoskeletal disorders are the third most common social and economic loss among occupational illnesses in Workers' compensation insurance benefits as of 2015 standard and are also common among workers. In this study, a vest that can assist in the prevention and treatment of musculoskeletal disorders of the waist was produced, and it is intended to confirm the presence or absence of the effect through experiments. Diseases of the waist are closely related to core muscles. Therefore, the produced vest was made in a form that supports the core muscles. Before and after wearing the vest for effectiveness verification, the While performing 10-times of the Mackenzie exercises, a waist extension exercise, collected the EMG data of the internal oblique, Rectus abdominis, and Erector spinae, which correspond to the core muscles. The collected data were analyzed through the electromyography analysis program RM-3 to obtain RMS values for 10-times measurements of each muscle and to compare the average values. After comparing the data, to verify the significance, the technical statistical value of the measurement result was calculated and the average difference was verified through PASW ver18.0, And the paired t-test is performed on the experimental results to perform statistical processing. and Statistical processing was performed by setting the significance level to α=.05.

• Journal of Veterinary Clinics
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• v.23 no.4
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• pp.469-471
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• 2006

A 4-year-old, American Paint horse gelding with recurrent episodes of exertional rhabdomyolysis was diagnosed with equine polysaccharide storage myopathy (EPSSM). The common clinical signs were muscle weakness, loss of muscle mass, exercise intolerance, difficulty holding up limbs for farrier, sensitivity of grooming, cramping with reluctance to move and the inability to rise. Through histological examination of skeletal muscle specimens, this case was confirmed of EPSSM.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.11 no.8
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• pp.2906-2916
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• 2010

Purpose : The purpose of this study was to identify musculoskeletal symptom and pain related working posture with operation-room workers. Methods: The subjects of this study were 73 people who were working from hospital operating-room. A questionnaire consisting of general characteristics, pain symptoms, and pain frequency was given. Objective working posture analysis was done by using REBA after recording moving images in hospital operating-rooms. Results: The result were as follows. The risk level of musculoskeletal symptom related working posture was high, and the management level was at the least 2; 'some management was required for musculoskeletal symptom'. The frequency of pain was 3~4 times/week and the severe pain were experienced from legs, neck, and shoulder. The result of relation of general characteristics and pain were significant variable with sex, age, marital status, weight, past working history, average working time(hr/day), working style, and working department. Conclusion: These results contribute to a better understanding of operation-room workers have high possibility of musculoskeletal disease and are severe musculoskeltal pain related working posture.

• Journal of Digital Convergence
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• v.11 no.6
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• pp.205-212
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• 2013

The purpose of this study was to analyze the factors of health services that satisfy chronic musculoskeletal patients in the northern part of Gyeong-buk, South Korea. One hundred and seven chronic musculoskeletal patients who had visited a clinic in Gyeong-buk were recruited for this study. The data were collected through a questionnaire survey administered from May 7 to June 6, 2012. The collected data were analyzed by multiple regression analysis. The major findings of this research are as follows. The chronic musculoskeletal patients' satisfaction was determined by the "physical therapist's explanation," "registration process," "home exercise," "respect from staff," and whether the physical therapist and staff "listened to concerns." The chronic musculoskeletal patients' likely to revisit is strongly related to "physical therapist's explanation," "registration process," and "up-to-date equipment." Therefore, it is very important for clinics to improve the quality of the "physical therapist's explanation," "registration process," "respect from staff," "informed consent," "up-to-date equipment," and "home exercise." Furthermore, it is expected that the outcomes of this study will contribute to the customer satisfaction of chronic musculoskeletal patients in clinics.