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Development and Usability Evaluation of Hand Rehabilitation Training System Using Multi-Channel EMG-Based Deep Learning Hand Posture Recognition (다채널 근전도 기반 딥러닝 동작 인식을 활용한 손 재활 훈련시스템 개발 및 사용성 평가)

  • Ahn, Sung Moo;Lee, Gun Hee;Kim, Se Jin;Bae, So Jeong;Lee, Hyun Ju;Oh, Do Chang;Tae, Ki Sik
    • Journal of Biomedical Engineering Research
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    • v.43 no.5
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    • pp.361-368
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    • 2022
  • The purpose of this study was to develop a hand rehabilitation training system for hemiplegic patients. We also tried to find out five hand postures (WF: Wrist Flexion, WE: Wrist Extension, BG: Ball Grip, HG: Hook Grip, RE: Rest) in real-time using multi-channel EMG-based deep learning. We performed a pre-processing method that converts to Spider Chart image data for the classification of hand movement from five test subjects (total 1,500 data sets) using Convolution Neural Networks (CNN) deep learning with an 8-channel armband. As a result of this study, the recognition accuracy was 92% for WF, 94% for WE, 76% for BG, 82% for HG, and 88% for RE. Also, ten physical therapists participated for the usability evaluation. The questionnaire consisted of 7 items of acceptance, interest, and satisfaction, and the mean and standard deviation were calculated by dividing each into a 5-point scale. As a result, high scores were obtained in immersion and interest in game (4.6±0.43), convenience of the device (4.9±0.30), and satisfaction after treatment (4.1±0.48). On the other hand, Conformity of intention for treatment (3.90±0.49) was relatively low. This is thought to be because the game play may be difficult depending on the degree of spasticity of the hemiplegic patient, and compensation may occur in patient with weakened target muscles. Therefore, it is necessary to develop a rehabilitation program suitable for the degree of disability of the patient.

Reports of 63 Patients Treated with Herbal Medicine to Relieve Symptoms of COVID-19 at One Korean Medicine Clinic: A Retrospective Chart Review (일개 한의의료기관에서 COVID 19 증상 완화를 위해 한약이 투여된 환자 63례에 대한 보고 : 후향적 차트 리뷰 연구)

  • Kim, Hongik;Yoon, Jonghyun;Chu, Hongmin;Jung, Sehun;Yi, Jonghoon;Kim, Cheol-hyun;Shin, Dong-Kil;Choi, Hyug Yong;Cho, Hyun Joo;Lee, Eunkyung
    • The Journal of Internal Korean Medicine
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    • v.43 no.4
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    • pp.779-793
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    • 2022
  • Objectives: The purpose of this study was to report on the cases and prescriptions of non-face-to-face care performed to alleviate COVID-19 symptoms and to present their results. Methods: This study was conducted on 63 COVID-19 patients who visited the Ilsan Hamsoa Korean Medicine Clinic from January 24 to June 11, 2022. We retrospectively analyzed all 63 patient charts and amassed COVID-19-related symptoms and their changes according to clinical characteristics and outcomes. Results: All 63 COVID-19 patients complained of symptoms, such as coughing, sore throat, sputum, fever, headache, myalgia, rhinorrhea, nasal obstruction, postnasal drip, and voice change. In total, 30 patients were administered Eunma-san, 6 patients were administered Eungyo-san plus Mahaenggamseok-tang, 10 patients were administered Galgeunhaegi-tang, 7 patients were administered Eungyo-san, 6 patients were administered Maekmundong-tang, and 4 patients were administered Jugyeopseoggo-tang. Improvements in symptoms due to herbal medicine included the disappearance of COVID-19 fever (22 cases) within 3.59±4.2 days, sore throat (32 cases) within 4.37±2.98 days, and cough (36 cases) within 4.86±3.1 days. Conclusion: Various herbal medicine prescriptions were effective COVID-19 treatments, indicating that herbal medicines may be alternative treatment options for COVID-19. However, the evidence should be supplemented with better designed prospective research on individual prescriptions.

A Systematic Review and Meta-Analysis on the Effect of Herbal Medicine for Endometrial Hyperplasia - Focusing on Chinese Randomised Controlled Trials (자궁내막증식증에서 한약 치료의 효과에 대한 체계적 문헌 고찰 및 메타분석 - 중국 임상 연구를 중심으로)

  • Yu, Jin-Sil;Park, Kyoung-Sun;Ahn, Young-Tae;Cho, Yu-Jin;Kang, Eun-Sol;Jung, Sung-Yub;Lee, Yoon-Jae
    • The Journal of Korean Obstetrics and Gynecology
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    • v.34 no.3
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    • pp.96-113
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    • 2021
  • Objectives: The purpose of this study is to analyze the effectiveness of herbal medicine that are used for endometrial hyperplasia. Methods: We searched on three databases [PubMed, China national knowledge infrastructure (CNKI), and Oriental medicine advanced searching integrated system (OASIS)] with keywords for Endometrial hyperplasia(English, Korean, and Chinese) and evaluated the risk of bias. Meta-analysis was performed on the selected studies. Results: 15 RCTs were finally selected. According to the analysis, Most of the participants were endometrial hyperplasia without atypia. And the combined therapeutic effects of hormonal medicine and herbal medicine were statistically significant (RR 1.21 [95% CI 1.15, 1.28], P<0.00001), The endometrial thickness tended to be thinner when treated combined therapy. And they also showed improvement on levels of pictorial blood assessment chart (PBAC) and hemoglobin. Also, the therapeutic effects of herbal medicine can be identified as similar to Western medicine, and no superior effects have been confirmed (RR 1.05 [95% CI 0.87, 1.28], P=0.60). Conclusion: The combination Western and herbal medicine was more effective than Western medicine alone treated for endometrial hyperplasia without atypia. Moreover there were also significant improvements in endometrial thickness, PBAC and hemoglobin levels.

The Effects of Korean Medicine Treatment for Meniscus Tears: A Retrospective Chart Review

  • Park, Ji-won;Jeong, Myung-In;Jeong, Wu-Jin;Hong, Hae-Won;Koo, Ji-eun;Bae, Jun-Hyo;Kim, Su-jin;Bae, Ji-eun
    • Journal of Acupuncture Research
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    • v.39 no.3
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    • pp.151-158
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    • 2022
  • Changes in symptoms and dysfunction related to meniscus tears following the use of Korean medicine for ≥ 4 days were studied. The medical charts of 53 cases of diagnosed meniscus tears (magnetic resonance imaging) with an admission Numeric Rating Scale (NRS) score ≥ 4, between 2017 and 2022 were retrospectively reviewed. Treatments included acupuncture, pharmacopuncture, herbal treatment, Chuna therapy, and physiotherapy. The NRS, Western Ontario and McMaster Universities Osteoarthritis Index, and European Quality of Life 5 Dimensions were performed at admission and discharge. There were 42 females and 11 males in this study. Patients were more likely to be in their 60s (38.18%), have an unknown etiology (81.13%), and have complex tears (50.94%). After receiving a combination of alternative Korean medicine during hospitalization, the mean NRS score improved from 6.82 ± 1.19 to 3.66 ± 1.83 (p < 0.001), the Western Ontario and McMaster Universities Osteoarthritis Index score improved from 46.47 ± 20.99 to 37.98 ± 19.23 (p < 0.001), and the mean European Quality of Life Five Dimensions score improved from 0.61 ± 0.18 to 0.68 ± 0.14 (p < 0.001) after treatment. These results suggest that Korean medicine treatment of meniscus tears alleviated pain and improved physical function.

Difference of Prescription Services between the Health Center and the Private Clinic (일부 보건소와 일반의원에서의 투약서비스 비교연구)

  • 이선희;조공민;손명세;김한중
    • Health Policy and Management
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    • v.2 no.2
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    • pp.131-151
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    • 1992
  • The contents of prescription service were comparatively analysed between health centers(HC) and private clinics(PC). Medical chart review was done for 330 otu-patients diagnosed with upper respiratory tract infection(UR) of 120 adults and 90 children, and gastritis or duodenitis of 120 adults. Emphasis on comparison was the prime cost of medication which used in prescription service. The results were as follows; 1. The prime costs fro the medication per visit of HC group were significantly higher than PC group in all three diseases, and the out of pocket payments of patients per visit were significantly lower in the HC group than PC group. 2. The reason for high prime costs of medication per visit of HC in adult case of URI were due to the idverse use of medication and long prescription period per visit. And high medication costs in children cases of URI in HC group were due to the longer prescription day. In cases of gastritis, the prime cost of medication was also higher because of longer prescription period and the higher prime cost of medication. The proportions of medications for injection in the HC and PC groups showed similar features. 3. In depth analysis of the prescription services showed the differences of the contents of medication. In adults cases of URI, the averaged cost of oral medication was significantly lower in HC group, but that of medication for injection was higher in HC group. In children cases of URI, the averaged cost of oral medication and medication for injection was lower in HC group than in PC group. But in the cases of gastritis it was was higher in HC group than in PC group. The prescription periods were longer in HC group than in PC group in all three diseases. As a conclusion prime medication cost and quality of prescription services of HC group were higher than PC group. In terms of health care the cost containment and quality assurance in physician visit for common disease, public sector utilization is good option for those perspectives. But it should not be generalized unless future study about structure and outcome research for quality assurance.

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A Study on the Trends of Korean Medicine in Children and Adolescents - Focused on Deer Antler - (소아청소년 환자의 한약 치료 동향 - 녹용을 중심으로 -)

  • Kim, Hye Yeon;Kim, Tae Hwan;Kim, Sang Min;Lee, Sun Haeng;Lee, Jin Yong
    • The Journal of Pediatrics of Korean Medicine
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    • v.37 no.1
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    • pp.45-57
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    • 2023
  • Objectives This study aimed to provide a basis for the research on the trend and safety of Korean herbal medicines among children and adolescents. Methods Patients aged <19 years who received outpatient treatment at the Korean pediatrics department of Kyung Hee University Hospital from January 1, 2017 to October 31, 2022 were included. The current state of annual visits and herbal medicine prescriptions was analyzed. A retrospective chart review was conducted by examining the medical records of subjects who received herbal medicines, including deer antler. Adverse drug reactions in patients who received herbal medicine were also investigated. Results A total of 57,457 people visited the Korean pediatrics department, and 51,768 people (90.1%) were prescribed herbal medicine. Among these, 21,826 patients (42.2%) were prescribed with deer antler. A total of 117 adverse drug reactions were reported among the patients who received herbal medicines. Conclusions This study aimed to determine the trends and safety of herbal medicine treatment, particularly deer antlers, in children and adolescents. Well-designed, long-term, multi-institutional follow-up studies are required to expand the field of Korean pediatrics.

A traditional East Asian herbal complex, Majainhwan for constipation in Parkinson's disease: A retrospective study

  • Jun Ho Cho;Chul Jin;Seungwon Kwon;Seung-Yeon Cho;Seong-Uk Park;Woo-Sang Jung;Sang-Kwan Moon;Jung-Mi Park;Chang-Nam Ko;Ki-Ho Cho
    • The Journal of Korean Medicine
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    • v.43 no.4
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    • pp.8-19
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    • 2022
  • Objectives: Parkinson's disease (PD) patients experience various non-motor symptoms, among which constipation is the second most common after anosmia. However, there are no clear guidelines or effective treatment for constipation in PD. Methods: To investigate the efficacy of Majainhwan (MH) on constipation in patients with PD, we conducted a retrospective chart review study of PD or Parkinsonism patients with constipation who received outpatient or inpatient treatment and whose previous laxatives were replaced by MH from August 2016 to July 2019. Results: In this study, a total of 68 patients' medical records were reviewed. Among the 44 outpatients with MH treatment, "effective" results were observed in 86.4% patients. Similarly, among the 24 inpatients, "effective" results were noted in 95.8% patients. The adverse effect was "diarrhea" reported in five cases. Conclusion: Based on these findings, we could suggest that MH is relatively safe and may be effective in the treatment of constipation in patients with PD.

Usefulness of a 1,064 nm Microlens Array-type, Picosecond-dominant Laser for Pigmented Scars with Improvement of Vancouver Scar Scale

  • Ahn, Kwang Hyeon;Park, Eun Soo;Nam, Seung Min
    • Medical Lasers
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    • v.8 no.1
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    • pp.19-23
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    • 2019
  • Background and Objectives The picosecond 755 nm alexandrite laser was first approved by the US FDA in 2012. A previous study described the use of a 1,064 nm picosecond laser with a micro-lens array (MLA) in peri-areolar scarring from breast reconstruction surgery and reported significant improvement in the texture and aesthetic appearance of the scar without other wound complications. The purpose of this study was to evaluate the improvement of overall scarring, not just pigmentation, in the picosecond laser treatment of patients with pigmentations. Materials and Methods Sixteen patients who underwent 1,064 nm picosecond laser treatment from June 2016 to December 2018 were enrolled in this study. Patients received two to six sessions of picosecond laser treatment at intervals of 4 weeks. Before and after the laser treatment, the patients evaluated their own satisfaction score and a physician evaluated the Vancouver Scar Scale. To evaluate the satisfaction score and complication rate, a retrospective chart review was done. Results Seven were female and nine were male. The mean of the patients' satisfaction score before the treatment was 1.44 (interquartile range [IQR], 1-2) and 3.00 (IQR 2.25-3.75) six months after treatment. The mean of the Vancouver Scar Scale before the treatment was 9.69 (IQR 8-11), and 6.25 (IQR 5-7.75) six months after treatment. All the results were statistically significant (p<0.01). Conclusion This study provides evidence that the use of a 1,064 nm picosecond laser treatment for pigmented scars can be effective in improving the pigmentation and overall scar status, including vascularity, height, and pliability, with the results of a decrease in the VSS scores between treatments.

Predictors of Continuity of Care after Inpatient Discharge of Patients with Bipolar Disorder : A Retrospective Chart Review Study in a University Hospital (양극성 장애 환자에서 퇴원 이후 외래 치료 유지에 영향을 미치는 예측인자 : 일 대학병원 후향적 의무기록 조사연구)

  • Wang, Hee Ryung;Jung, Young-Eun;Song, Hoo Rim;Jun, Tae-Youn;Kim, Kwang-Su;Bahk, Won-Myong
    • Mood & Emotion
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    • v.9 no.2
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    • pp.126-132
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    • 2011
  • Background and Objectives : This study aims to identify sociodemographic and disease-related variables which predicts continuity of outpatient treatment after discharge among bipolar patients. Materials and Method : The medical records of patients who discharged with the diagnosis of bipolar disorder from Department of Psychiatry, St. Mary's hospital from 2005 to 2009 were reviewed. Data on sociodemographic and disease-related variables were analyzed. Results : It showed older age, higher rate of male and higher rate of being married in 1-year follow-up group than in non-follow-up group. And it showed longer duration of index hospitalization, higher rate of previous psychiatric outpatient treatment within 3 months before index hospitalization, higher rate of involuntary admission in 1-year follow-up group than in non-follow-up group. The univariate logistic regression analysis revealed that older age, being male, previous psychiatric treatment and longer duration of index hospitalization were significantly related to an increased likelihood of 1-year follow-up visits. Conclusion : Age, sex, history of previous psychiatric treatment, and duration of hospitalization seems to have influence on continuity of outpatient treatment after discharge.

A Retrospective Analysis on Outpatients with Climacteric Syndrome and Postmenopausal Syndrome in a Korean Medicine Hospital (일개 한방병원에 내원한 갱년기장애 및 폐경기후증후군 외래 환자에 대한 후향적 분석)

  • Hye-Won An;Ji-Yeon Lee
    • The Journal of Korean Obstetrics and Gynecology
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    • v.36 no.4
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    • pp.61-77
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    • 2023
  • Objectives: This study aimed to identify the current use and investigate the clinical practice of Korean Medicine for climacteric syndrome and postmenopausal syndrome outpatients. Methods: We studied climactic syndrome and postmenopausal syndrome outpatients who visited Daejeon Korean Medicine Hospital of Daejeon University from January 1, 2019 to December 31, 2021 via an analysis of the medical records. Results: 130 patients were finally selected. Their average age was 51.91±4.57 years and the average number of visits was 7.51±11.40 times. Patients usually complained two or more addresses, and the most frequent symptoms were hot flushes. 126 patients took herbal medicines and 99 of them took herbal decoctions. 106 patients were treated by acupuncture. 58 patients were treated by pharmacopuncture and Hominis Placenta was used to 50 subjects. As for the improvement rate by symptoms, hot flushes were the highest at 65.5%. We compared the improvement rate of groups taking Guibi-tang-gami A and Guibi-tang-gami B, the common herbal decoction of Daejeon Korean Medicine Hospital of Daejeon University. In the group of Guibi-tang-gami A, the improvement rate of hot flushes was the highest and in the other, vaginal dryness was the highest. Urinary frequency of the group with Hominis Placenta pharmacopuncture showed more than three times higher improvement rate of the non-executive group. Conclusions: We analyzed general characteristics, clinical characteristics, types of Korean medicine treatment, improvement rates by symptoms of 130 outpatients diagnosed with climactic syndrome and postmenopausal syndrome. This study could be used as reference to provide practical data of outpatient treatment for Climacteric Syndrome and Postmenopausal Syndrome.