• Journal of the Korean Society of Physical Medicine
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• v.18 no.3
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• pp.73-84
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• 2023

PURPOSE: This study analyzed the impact of AI and biosensors on physical therapy, identifying the stage of customized technology development and future prospects. AI and biosensors improve the efficiency, establish customized treatment plans, and expand patient treatment opportunities. The study employed a literature review by searching databases and collecting research. METHODS: This study searched various databases related to the topic, collected existing research, papers, and reports, evaluated the literature, and summarize the results. RESULTS: Exercise therapy utilizing artificial intelligence can provide personalized and optimal exercise plans while monitoring rehabilitation progress. In addition, biosensors such as EMG sensors and accelerometers can monitor the individual progress in physical therapy, particularly in stroke patients, which can help improve physical therapy strategy and promote patient recovery. CONCLUSION: This study suggested that artificial intelligence can be applied in many areas of physical therapy, such as exercise therapy, customized treatment plans, rehabilitation and management, pain management, neuro rehabilitation, and auxiliary devices. Using AI technology, it is possible to analyze and improve exercise and posture, retrain the central nervous system, establish customized treatment plans for individual patients, predict and compare patient progress before and after treatment, and provide customized pain analysis and treatment methods. In addition, AI can provide neuro rehabilitation programs and customized auxiliary devices.

• Journal of the Korean Society of Physical Medicine
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• v.17 no.4
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• pp.151-160
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• 2022

PURPOSE: To evaluate the usability of a kiosk-based healthcare service that provides a fitness evaluation and customized exercise program for elderly or chronic musculoskeletal system patients. METHODS: To evaluate the usability of the customized exercise service program, healthy adults (n=20) from Welfare B, located in Gwangju, were selected and studied. Subjective safety, operability, and satisfaction of individual users were obtained as data by distributing questionnaires to subjects who experienced this program and having them fill out the questionnaire. For descriptive statistics related to the survey, frequency analysis was used to determine the frequency and ratio of the variable values of the measurement items. RESULTS: As a result of the usability evaluation, the average score was 4.166, and the average score of each item was 4.025 for safety, 4.272 for operability, and 4.143 for satisfaction. Most users obtained high satisfaction and positive impressions. CONCLUSION: The HARUFIT service, a user-customized exercise program used in this study, can be developed into a device that can improve self-management ability and increase understanding of health care by providing customized exercise based on the results of physical fitness evaluation. It is possible to diversify health management methods and maximize the effect of exercise by making exercise a habit of chronic musculoskeletal disease patients or the elderly using these smart devices.

• Journal of the Semiconductor & Display Technology
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• v.22 no.1
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• pp.99-103
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• 2023

NFT technology is mostly used to create digital drawings, characters, and items, and to simply buy and sell, but research and development to spread to various contents of NFT are somewhat marginal. Therefore, this study aims to solve the above-described problems. Depending on the exercise performance, it allows users to create and trade custom NFTs. In addition, it supports users to own customized digital works through exercise performance or to make money by trading them. Through it, the aim is to enhance users' positive interest in exercise and provide devices and methods for providing customized NFT creation and trading services that can help them develop exercise habits.

• Physical Therapy Rehabilitation Science
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• v.10 no.1
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• pp.48-54
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• 2021

Objective: The purpose of this study is to investigate the effect of exercise programs according to various music tempo on pain, posture, and function of automobile parts manufacturing workers. Design: Two-group pretest-posttest design. Methods: This study was an exercise program tailored to the prevention and treatment of musculoskeletal diseases were performed for a total of 4 weeks and 3 times a week for 60 minutes. The exercise program consisted of customized exercises according to the characteristics of the subject's musculoskeletal system. The subject provided music during the exercise program, and the group who applied the fast tempo music listened to the music of 120~140 bpm, and the group who applied the slow tempo music listened to the music of the low tempo of 60~80 bpm. Results: Significant differences were found in pain and physical function before and after the fast tempo music group and the slow tempo music group (p<0.01). However, there was a significant difference in posture characteristics only in the fast tempo music group (p<0.01). In terms of pain, physical function, and posture characteristics, the fast tempo music group showed significant improvement compared to the slow music tempo group (p<0.05). Conclusions: A customized exercise program using fast-tempo music and slow-tempo music to workers in the automobile parts manufacturing industry, significant differences in pain, physical function, and posture characteristics applied with fast-tempo music were found. In the future, applying an exercise program with a fast tempo is expected to help improve musculoskeletal disorders.

• Journal of Korean Public Health Nursing
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• v.24 no.1
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• pp.135-150
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• 2010

Purpose: To analyze the effects of customized home visiting health services on the health and health behaviors of clients with hypertension (n=107) and diabetes mellitus (DM: n=67). Methods: A one group pre and post-test research design was used. The subjects were registered in a customized 8-week, interventional, home visiting health services available in Daegu. Data was collected from November 17, 2008 to January 23, 2009. Analyses involved descriptive statistics, $x^2$ test and paired t-test. Result: Hypertension control rate was improved 25.2% and DM control rate was improved 3.0%. There were significantly beneficial hypertension-related differences in BP, health belief, health knowledge and health behaviors including performance of 10 min of moderate exercise, diet, BP monitoring and medication. Significantly beneficial DM-related changes included glucose, health belief, health knowledge and health behaviors including performance of 10 min of moderate exercise and glucose monitoring. But there were no significant hypertension-related differences in health belief (barrier) and health behavior including drinking and exercise length/frequency. Also, no significant DM-related differences were evident in health belief (barrier) and health behaviors including drinking, smoking, exercise length/frequency, diet and medication. Conclusion: Customized home visiting health service can provide effective, but not complete. Whether these benefits are maintained in the longer term is unknown.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.22 no.5
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• pp.37-42
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• 2022

In this paper, AI methods such as deep learning are applied to provide customized exercise therapy for patients with kidney disease. In order to apply deep learning, a dataset that can determine kidney disease is trained to determine whether it is a kidney disease, and 1RM, which is the user's physical information and muscle strength according to whether it is a disease, can also be calculated through deep learning. The calculated muscle strength of 1RM was converted into resistant exercise for each part through a calculation equation for each part of the body, and was configured to be provided with an aerobic exercise amount tailored to the user's body information. If continuous research is conducted in the manner proposed in this paper, customized exercise therapy can be provided for various diseases.

• The Journal of Korean Academy of Orthopedic Manual Physical Therapy
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• v.27 no.3
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• pp.99-105
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• 2021

Purpose: This study aims to report on the effect of providing customized visiting exercise, a musculoskeletal intervention method, to the elderly in the community. Methods: In this study, subjective pain was measured to evaluate pain and physical ability of the elderly, and timed up & go (TUG) test and psychological level test were performed for myofascial pain perception symptoms and gait function. Measurements were performed twice before and 4 weeks after treatment. Participants in the exercise group (n=108) performed the spine exercise, whereas those in the spine exercise group (n=108) performed the spine exercise using complex exercise program (3 times/week for 4 weeks). Results: The significant test of visual analogu scale (VAS), pain pressure threshold (PPT), TUG, psychosocial factor according to applying the exercise within groups used T-test. In the result following analysis, there was significance on VAS (p=.000), PPT (p=.000), TUG (p=.000), Psychosocial factor (Depresion; p=.000, Anxiety; p=.000) within group. Conclusion: Then, exercise has benefit on the VAS, PPT, TUG, psychosocial factor in patients with myofacial pain syndrome. So, it may suggest that exercise will be helpful of the pain, gait and psychosocial factor improvement the patients with spine pain.

• International Journal of Advanced Culture Technology
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• v.7 no.1
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• pp.231-236
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• 2019

Background/Objectives: This paper proposes a dual mode feedback-controlled cycling system for children with spastic cerebral palsy to rehabilitate upper extremities. Repetitive upper limb exercise in this therapy aims to both reduce and analyze the abnormal torque patterns of arm movements in three- dimensional space. Methods/Statistical analysis: We designed an exercycle robot which consists of a BLDC motor, a torque sensor, a bevel gear and bearings. Mechanical structures are customized for children of age between 7~13 years old and induces reaching and pulling task in a symmetric circulation. The shafts and external frames were designed and printed using 3D printer. While the child performs active/passive exercise, angular position, angular velocity, and relative torque of the pedal shaft are measured and displayed in real time. Findings: Experiment was designed to observe the features of a cerebral palsy child's exercise. Two children with bilateral spastic cerebral palsy participated in the experiment and conducted an active exercise at normal speed for 3 sets, 15 seconds for each. As the pedal reached 90 degrees and 270 degrees, the subject showed minimum torque, in which the child showed difficulty in the pulling task of the cycle. The passive exercise assisted the child to maintain a relatively constant torque while visually observing the movement patterns. Using two types of exercise enabled the child to overcome the abnormal torque measured in the active data by performing the passive exercise. Thus, this system has advantage not only in allowing the child to perform the difficult task, which may contribute in improving the muscle strength and endurance and reducing the spasticity but also provide customizable system according to the child's motion characteristic. Improvements/Applications: Further study is needed to observe how passive exercise influences the movement characteristics of an active motion and how customized experiment settings can optimize the effect of pediatric rehabilitation for spastic cerebral palsy.

• Research in Community and Public Health Nursing
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• v.22 no.3
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• pp.262-271
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• 2011

Purpose: The study was conducted in order to identify factors influencing depression and quality of life in elderly customized home visiting health services. Methods: A total of 442 people participated as the subjects of this study. Data were collected during the period from June to September in 2010 and the measurement tool used for this study was the customized home visiting health service recording sheet recommended by the Ministry of Health. Data were analyzed using t-test, one-way ANOVA, Pearson correlation coefficients, and stepwise multiple regression with SPSS/WIN 17.0. Results: Depression was correlated negatively with quality of life. According to the results of this research, factors influencing depression in elderly customized home visiting health services were quality of life, customized home visiting health service period, and IADL. Factors influencing quality of life in elderly customized home visiting health services were depression, joint exercise capacity, age, connection to volunteerism, IADL and ADL. Conclusion: The results of this study can be leveraged as complementary information for the effective management of customized home visiting health service subjects. Moreover, the results can be used as a reference for future studies.

• Physical Therapy Korea
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• v.26 no.1
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• pp.37-50
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• 2019

Background: Stroke is one of the most common diseases responsible for physical disabilities. In addition to their physical and occupational therapy, the self-exercise programs were developed for patients with hemiplegia to increase the intensity of their therapeutic exercise. Objects: The purpose of this study was to assess the effect of a customized self-exercise program (CSP) to walking function on improving stroke survivors' muscle strength and ambulation function. Method: To test the effect of the self-exercise program, the following tests were conducted: The functional ambulation category (FAC), Tinetti performance-oriented mobility assessment gait part (POMA-G), timed up and go (TUG), 10-meter walk, and 2-minute walk. The study included 161 consenting stroke patients (FAC score>1) from a randomized, screened sample of 217. The CSP group participated in a 30-minute CSP each day for 10 weeks in addition to completing a routine rehabilitation program. The control group received only a routine rehabilitation program. All the subjects were monitored by a therapist once a week and had to submit an exercise checklist at the end of each session. Result: The strength of the participants' upper and lower extremity muscles showed no significant differences between the CSP group and the control group. The FAC score and POMA-G also showed no significant differences. However, there were significant differences in the TUG, 10-meter walk test, and 2-minute walk test (p<.05). Conclusion: The findings of this study suggest that a CSP may improve gait-related function in stroke survivors.