• Title/Summary/Keyword: PARKINSON

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Features Extraction for Classifying Parkinson's Disease Based on Gait Analysis (걸음걸이 분석 기반의 파킨슨병 분류를 위한 특징 추출)

  • Lee, Sang-Hong;Lim, Joon-S.;Shin, Dong-Kun
    • Journal of Internet Computing and Services
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    • v.11 no.6
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    • pp.13-20
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    • 2010
  • This paper presents a measure to classify healthy persons and Parkinson disease patients from the foot pressure of healthy persons and that of Parkinson disease patients using gait analysis based characteristics extraction and Neural Network with Weighted Fuzzy Membership Functions (NEWFM). To extract the inputs to be used in NEWFM, in the first step, the foot pressure data provided by the PhysioBank and changes in foot pressure over time were used to extract four characteristics respectively. In the second step, wavelet coefficients were extracted from the eight characteristics extracted from the previous stage using the wavelet transform (WT). In the final step, 40 inputs were extracted from the extracted wavelet coefficients using statistical methods including the frequency distribution of signals and the amount of variability in the frequency distribution. NEWFM showed high accuracy in the case of the characteristics obtained using differences between the left foot pressure and the right food pressure and in the case of the characteristics obtained using differences in changes in foot pressure over time when healthy persons and Parkinson disease patients were classified by extracting eight characteristics from foot pressure data. Based on these results, the fact that differences between the left and right foot pressures of Parkinson disease patients who show a characteristic of dragging their feet in gaits were relatively smaller than those of healthy persons could be identified through this experiment.

Preliminary Report of Gamma Knife Radiosurgery for the Movement Disorders (운동성 장애에 대한 감마나이프 시술의 초기경험)

  • Hong, Joon Ki;Kim, Moo Seong;Lee, Sun Il;Jung, Yong Tae;Kim, Soo Chun;Sim, Jae Hong
    • Journal of Korean Neurosurgical Society
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    • v.29 no.8
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    • pp.1024-1029
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    • 2000
  • Objectives : With recent improvements in neuroimaging and the development of third and fourth-generation radiosurgical dose-planning soft ware, came a renewed interest in using radiosurgery for the treatment of movement disorders. Radiosurgery involves no opening of the cranium and no incisions, eliminating both the risk of hemorrhage from passing an electrode to the depths of meningitis from operative infection. It is for these reasons stereotactic radiosurgical treatment of movement disorders has value in a small subgroup of patients. The authors report four cases of Parkinson's disease and one case of dystonia that were treated by Gamma knife. Methods : Radiosurgical nucleus ventralis intermedius thalamotomy using the gamma knife unit was performed to make lesion in two Parkinson's disease patients. A radiation dose of 120Gy was delivered to nucleus using a single 4-mm collimator plug pattern following classic anatomical landmarks. Patients were followed for a median of 10.5 months(range 9-12 months). An independent neurological evaluation of tremor, based on the change in the United Parkinson's Disease Rating Scale tremor score(UPDRS), was correlated with a subjective evaluation. Gamma knife ventrolateral(V.O.P) thalamotomy was performed in one case of dystonia. A central dose of 150Gy was delivered and the patient was followed for 18 months. Gamma knife globus pallidus interna pallidotomy was performed in two Parkinson's disease patients. A radiation dose of 130Gy(range 120-140Gy) was delivered. Patients were followed for a median of 13 months(range 9-14 months). Result : Ventrolateral thalamotomy in dystonia produced regained left hand usage in order to be able to use the telephone. Ventralis intermedius thalamotomy produced an excellent improvement of the tremor in one case, mild improvement of the tremor in the other case of Parkinson's disease. A globus pallidus internalis(GPi) pallidotomy produced improvement of rigidity and dyskinesia : one other showed no change. There were no neurological complications. Conclusion : Gamma Knife thalamotomy considered a safe and effective technique for the treatment of tremor in Parkinson's disease. Although the results from Longer follow-up is not available yet, the short-term results seem to be encouraging.

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Effect of Electroacupuncture on Patients with Idiopathic Parkinson's Disease (특발성 파킨슨병 환자의 전침치료 효과)

  • Kang, Mi-kyung;Lee, Sang-hoon;Hong, Jang-moo;Park, Sang-min;Kang, Jung-won;Park, Hi-joon;Lim, Sabina;Chang, Dae-il;Lee, Yun-ho
    • Journal of Acupuncture Research
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    • v.21 no.5
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    • pp.59-68
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    • 2004
  • Objective : This study was designed to evaluate the effect of electroacupuncture with various scales on symptoms of idiopathic Parkinson's disease. Methods : Subjects were voluntarily recruited by newspapers and internet. All the subjects are confirmed as idiopathic parkinson's disease by a neurologist. The acupuncture therapy was performed twice a week for 8 weeks. Acupuncture points for EA group were GB34, and LR3, electrical stimulation frequency was 120Hz, duration 15 minutes, and intensity is up to pain threshold according to patients. The patient's symptoms were assessed before, after 4 weeks and after 8 weeks treatments by unified Parkinson's disease rating scale(UPDRS), modified Hoehn-Yahr(H-Y) stage, Schwab & England activity of daily living and freezing of gait questionnaire(FOGQ). Results : UPDRS I, II, III, IV and total UPDRS scores were significantly improved after 4 weeks(p<0.05) and after 8 weeks(p<0.05) compared to the pre-treatment. The scores of ADL were significantly improved after 4 weeks(p<0.05) and after 8 weeks(p<0.05). There were significant changes in H-Y stage after 4 weeks(p<0.05), but There were no significant changes in H-Y stage after 8 weeks. There were significant changes in FOGQ scale after 4 weeks(p<0.05) and after 8 weeks(p<0.05). Conclusion : This study suggests that electroacupuncutre treatments can be applicable to improve symptoms in the patients with idiopathic Parkinson's disease.

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Three Case Reports of Postural Instability and Gait Difficulty in Parkinson's Disease Patients Treated with Korean and Western Medicine (파킨슨병 환자의 자세 불안정과 보행장애에 대한 한양방 복합치료 3예)

  • Lee, Young-Eun;Lee, Dong-Hyuk;Lee, Ji-Hyun;Lu, Hsu-Yuan;Cho, Seung-Yeon;Park, Jung-Mi;Ko, Chang-Nam;Bae, Hyung-Sup;Park, Seong-Uk
    • Korean Journal of Acupuncture
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    • v.31 no.1
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    • pp.40-47
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    • 2014
  • Objectives : Postural instability and gait difficulty(PIGD) can develop in all Parkinson's disease patients, especially late in the disease course, but does not respond well to conventional dopamine treatment. This study aimed to report three cases of PIGD in Parkinson's disease patients treated with Korean and Western medicine treatment. Methods : We used acupuncture, bee venom acupuncture, herbal medicine and moxibustion to treat patients during hospitalization. They continued Western medication and received rehabilitation treatment. We observed the changes of PIGD using the Unified Parkinson's Disease Rating Scale(UPDRS). Results : After treatment, PIGD symptoms improved and UPDRS scores were decreased. Especially, scores of falling, walking, gait and postural stability subsections related with PIGD were decreased. In addition, general conditions of patients were improved. Conclusions : This study suggests that Korean medicine treatment could be effective in the treatment of PIGD in Parkinson's disease patients.

Effect of Moxibustion on Patients with Idiopathic Parkinson's Disease (특발성 파킨슨병 환자의 뜸치료 효과)

  • Park, Sang-min;Lee, Sang-hoon;Kang, Mi-kyuang;Jung, Ji-cheol;Park, Hi-joon;Lim, Sabina;Chang, Dae-il;Lee, Yun-ho
    • Journal of Acupuncture Research
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    • v.22 no.1
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    • pp.91-97
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    • 2005
  • Objective : This study was designed to evaluate the effect of moxibustion with various scales on symptoms of idiopathic Parkinson's disease. Methods : Subjects were voluntarily recruited by newspapers and internet. All the subjects are confirmed as idiopathic parkinson's disease by a neurologist. The moxibustion therapy was performed 5 times a week by patient's family at home and once a week by oriental medical doctor at hospital. Moxibustion points were GV2O, CV12, ST36, BL18, BL2O. Intensity was up to pain threshold according to patients not to get burned. The patient's symptoms were assessed before, after 4 weeks and after 8 weeks treatment by unified Parkinson's disease rating scale(UPDRS), modified Hoehn-Yahr(H-Y) stage, Schwab & England activity of daily living and freezing of gait questionnaire(FOGQ). Results : Total UPDRS scores were significantly improved after 4 weeks(p<0.01) and after 8 weeks(p<0.01) compared to the pre-treatment. There were significant changes in H-Y stage after 4 weeks(p<0.05), but there were no significant changes in H-Y stage after 8 weeks. The scores of ADL were not significantly improved after 4 weeks(p>0.05) and after 8 weeks(p>0.05). There were significant changes in FOGQ scale after 4 weeks(p=0.05) and but there were no significant changes in FOGQ scale after 8 weeks(p=0.13). Conclusion : This study suggests that moxibustion treatments can be applicable to improve symptoms in the patients with idiopathic Parkinson's disease.

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Study of 4 Cases with Changes of Unified Parkinson's Disease Rating Scale, Heart Rate Variability and Quality of Life in Parkinson's Disease Patients through Whole Body Gi-Hyeol Therapy (전신기혈요법 치료를 통해 Unified Parkinson's Disease Rating Scale, Heart Rate Variability 및 삶의 질이 변화된 파킨슨 환자 4례에 대한 증례보고)

  • Mok, Seo-Hee;Lee, Ji-Won;Lee, Tae-Jong;Seo, Jung-Bok;Kim, Kyoung-Ah;Kim, Joe-Young;Park, Byung-Jun;Kim, Dong-Hee
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.35 no.2
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    • pp.71-80
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    • 2021
  • Parkinson's disease is one of the typical neurodegenerative disease and it is caused by the destruction of substantia nigra in brain leading to lack of dopamine secretion, and it presents 4 major motor symptoms such as tremor, bradykinesia, stiffness, postural instability. Furthermore, it causes many non-motor symptoms such as anosmia, REM sleep conduct disorder, orthostatic hypotension, dementia and autonomic ataxia such as lack of adjusting blood pressure, hyperhydrosis, constipation. Dopaminergic therapy is the most commonly used strategy, but long term treatment of levodopa induce various adverse effects. Thus, many people are focusing on new therapies other than established therapies, and there are many tries and approaches with paradigm shift. Our medical team was able to get 4 cases of PD patients who are hospitalized in our hospital, treated by Whole Body Gi-Hyeol Therapy consisting of acupuncture therapy, herbal therapy, and mental therapy, and their conditions improved in perspective of Unified Parkinson's Disease Rating Scale(UPDRS), Heart Rate Variability(HRV), and Quality of life. Among all 4 cases, UPDRS score and quality of life score is gotton better, and among 2 cases SDNN, RMS-SD, TP, LF, HF scores are finely increased. And PDQ-39 score which shows quality of life is also improved. However, in spite of these improvements and positive results, there were no meaningful improvement in a hurt from a fall which is important to the aged, muscular atrophy which causes bone fracture and SMI(Skeletal Muscle Mass Index) which is indicator of osteoporosis. Thus, supplementary treatment about Whole Body Gi-Hyeol Therapy such as more active nutrition intervention, safe and effective kinesitherapy is needed, and from now on continuous case reports and systematic clinical research which has control group must be carried out.

Influence of Depression, Anxiety and Social Support on Suicidal Ideation in Elderly Patients with Parkinson's Disease (우울, 불안, 사회적지지가 노인 파킨슨병 환자의 자살생각에 미치는 영향)

  • Park, Hyun-Joo;Son, Hye Gyeong
    • The Journal of the Korea Contents Association
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    • v.18 no.11
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    • pp.516-526
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    • 2018
  • Purpose: This study is to identify how depression, anxiety and social support influence on suicidal ideation of Parkinson disease patients related to general characteristics. Methods: This descriptive correlative study was conducted through an organized and structured questionnaire and 120 sampled Parkinson disease patients. Collected data was analyzed by t-tests, ANOVA, and Preason's correlation coefficient and multiple regression analysis using SPSS 19.0. Results : Finding revealed 1) The degrees of suicidal ideation were significantly different upon the martial status(F=3.37, p=.021) among groups, drinking(F=4.97, p=.008) and smoking history(F=4.77, p=.010): 2) Pearson's correlation coefficient indicated significant association among the depression, anxiety, social support and suicidal ideation 3) Multiple regression analysis showed depression(${\beta}=.58$ t=7.77, p<.001), social support(${\beta}=-.21$, t=-2.69, p=.008) and alcohol drinking(${\beta}=.17$ t=2.61, p=.010). Depression was the major influencing factor and it has 54% of explanation power. Conclusion: Based on the findings of this study, health professionals should provide parkinson disease patients with comprehensive and appropriate management method to prevent suicide ideation upon factors: depression, anxiety and social support to prevent suicide ideation. Especially, implement of self-help group program to parkinson disease patients is very needed.

A Case of Korean Medical Treatment on Parkinson's Disease Patient with Postural Instability, Presenting as Camptocormia (몸통굽힘증을 주소로 하는 파킨슨병 환자의 자세 이상에 대한 한의 치료 증례 1례)

  • Kim, Ha-ri;Jeong, Hye-seon;Shin, Hee-yeon;Choi, Jeong-woo;Yang, Seung-bo;Cho, Seung-yeon;Park, Jung-mi;Ko, Chang-nam;Park, Seong-uk
    • The Journal of Internal Korean Medicine
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    • v.40 no.2
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    • pp.220-227
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    • 2019
  • Objectives: Parkinson's disease is the neurodegenerative disease that affects both motor and non-motor function, including postural instability. Camptocormia is an abnormal condition in which the thoracolumbar spine bends forward during walking or standing. However, the treatment options are limited and often not effective. The purpose of this study was to report on the Korean medical treatment of a Parkinson's disease patient with postural instability who presented with camptocormia. Methods: We used Korean medical treatment including herbal medicine (Jemageopung-tang), acupuncture and pharmacopuncture therapy to the patient who was admitted to the hospital for 21 days. The clinical symptoms were assessed with the Unified Parkinson's Disease Rating Scale (UPDRS) and walking time without assistance. Results: After treatment, the UPDRS Parts 2 and 3 scores were decreased from 5 to 3 and 20 to 9, respectively. Also, the walking time without assistance was improved. Conclusion: This study suggested that Korean medical treatment could be an effective option for treating Parkinson's disease with postural instability.

MRI Findings in Parkinson's Disease: Radiologic Assessment of Nigrostriatal Degeneration (파킨슨병의 자기공명영상 소견: 흑질선조체 변성의 영상학적 평가)

  • Yun Jung Bae;Jong-Min Kim;Byung Se Choi;Yoo Sung Song;Yoonho Nam;Se Jin Cho;Jae Hyoung Kim;Sang Eun Kim
    • Journal of the Korean Society of Radiology
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    • v.83 no.3
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    • pp.508-526
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    • 2022
  • Parkinson's disease (PD) is a movement disorder that develops due to degenerative loss of dopaminergic cells in the substantia nigra of the midbrain. Recent advances in MRI techniques have demonstrated various imaging findings that can reflect the underlying pathophysiological processes occurring in Parkinson's disease. Many imaging studies have shown that such findings can assist in the diagnosis of Parkinson's disease and its differentiation from atypical parkinsonism. In this review, we present MRI techniques that can be used in clinical assessment, such as nigrosome imaging and neuromelanin imaging, and we provide the detailed imaging features of Parkinson's disease reflecting nigrostriatal degeneration.

Practical Approach for the Clinical Use of Dopamine Transporter Imaging (도파민 운반체 영상의 임상이용을 위한 실제적 접근)

  • Kim, Jae-Seung
    • Nuclear Medicine and Molecular Imaging
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    • v.42 no.6
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    • pp.425-434
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    • 2008
  • Dopamine transporter imaging is useful in the diagnosis of Parkinson's disease and the most successful technique in the clinical use of neuroreceptor imaging. Recently, several radiopharmaceuticals including I-123 FP-CIT, Tc-99m TRODAT, and F-18 FP-CIT for dopamine transporter imaging have been approved for the routine clinical use in several European countries, Taiwan and Korea, respectively. This review summarized the practical issue for the routine clinical examination of dopamine transporter imaging.