• 제목/요약/키워드: Fisher Score

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Subject Independent Classification of Implicit Intention Based on EEG Signals

  • Oh, Sang-Hoon
    • International Journal of Contents
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    • v.12 no.3
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    • pp.12-16
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    • 2016
  • Brain computer interfaces (BCI) usually have focused on classifying the explicitly-expressed intentions of humans. In contrast, implicit intentions should be considered to develop more intelligent systems. However, classifying implicit intention is more difficult than explicit intentions, and the difficulty severely increases for subject independent classification. In this paper, we address the subject independent classification of implicit intention based on electroencephalography (EEG) signals. Among many machine learning models, we use the support vector machine (SVM) with radial basis kernel functions to classify the EEG signals. The Fisher scores are evaluated after extracting the gamma, beta, alpha and theta band powers of the EEG signals from thirty electrodes. Since a more discriminant feature has a larger Fisher score value, the band powers of the EEG signals are presented to SVM based on the Fisher score. By training the SVM with 1-out of-9 validation, the best classification accuracy is approximately 65% with gamma and theta components.

A Case Report: Korean Medicine Treatment for Miller-Fisher Syndrome with Ophthalmoplegia (밀러-피셔 증후군의 외안근 마비에 대한 한의학적 치험 1례)

  • Kim, Hae-yoong;Kim, Jeong-hui;Won, Seo-young;Yoo, Ho-ryong;Seol, In-chan;Kim, Yoon-sik
    • The Journal of Internal Korean Medicine
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    • v.43 no.4
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    • pp.761-768
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    • 2022
  • The purpose of this case report was to document the efficacy of Korean medicine as a treatment for Ophthalmoplegia of Miller-Fisher Syndrome. A 57-year-old male patient was treated with acupuncture, electropuncture, pharmacopuncture, and cupping treatments for 2 months. Symptom changes were evaluated using the Scott and Kraft score, photographs of eyeball movement, and the Yanagihara score. Korean medicine treatment significantly improved the eye movements, ncreased the Scott and Kraft score from -4 to 0, and improved the Yanagihara score from 20 to 32. Korean medicine treatment could effectively and quickly treat Ophthalmoplegia of Miller-Fisher Syndrome.

Comparison of Fisher's Auditory Problems Checklist (FAPC) and Scale of Auditory Behaviors (SAB) in Screening Central Auditory Processing Disorders (중추청각처리장애 선별도구로서의 Fisher's 청각행동문제 체크리스트(FAPC)와 청각행동특성척도(SAB)의 비교 연구)

  • Yoon, Min Ho;Jang, Hyun Sook
    • 재활복지
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    • v.18 no.4
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    • pp.257-277
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    • 2014
  • The purpose of this study was to observe auditory processing skills in school-age children using Fisher's Auditory Problem Checklist(FAPC; Fisher, 1976) and Scales of Auditory Behaviors(SAB; Shiffman, 1999) in order to provide a basis for clinical application in screening central auditory processing disorders(CAPD) in Korea. Korean translated version of FAPC and SAB were given to the parents or care givers of 233 students from grades 1~6. As a result of testing FAPC, the average score for all grades showed 91.87(${\pm}7.93$) points, with grade point average score falling in 90.13~93.67 range and no significant differences among grades. For SAB, the average score for all grades showed 53.44(${\pm}5.09$), with grade point average score falling in 51.78~55.44 range and also no significant differences among grades. Significant correlations between FAPC and SAB were shown in all and within grade levels. There showed to be 22 children(9.9%) in -1 SD at risk criteria, with 13 male students(12%) and 9 female students(7.8%) for both FAPC and SAB. In applying FAPC and SAB clinically to school-age children, these two tests showed to have a significant correlation, but because of different characteristics due to the small number of children in the common risk range, diagnostic testing/rehabilitation plan based on screening and auditory behavior characteristics is recommended to be conducted complementarily to one another.

A Case Report of Miller-Fisher Syndrome with Ophthalmoplegia (밀러-피셔 증후군 환자의 안근 마비 치험 1례)

  • Kim, Seo-Hee;Lee, Ju-Hyun;Kang, Eun-Jeong;Park, Ji-Won;Hong, Seok-Hoon
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.33 no.2
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    • pp.130-139
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    • 2020
  • Objectives : The aim of this study is to report the effect of Korean Medicine Treatment for patient with ophthalmoplegia in Miller-Fisher Syndrome. Methods : A patient with ophthalmoplegia treated with herbal medicine, cupping therapy and acupuncture(including pharmacopuncture, electroacupuncture). We used photographs of eye movement to evaluate the changes in symptoms, Scott and Kraft score of left eye, visual field test for measuring peripheral visual field, subjective symptom, and VAS for headache, subjective symptom. Results : After treatment, Scott and Kraft score increase from -4 to -2. Visual field of left side improved from 45° to 80°. Also, other symptoms such as diploma, dizziness, headache, gait disturbance was also improved. There are no adverse effects and no relapse of ophthalmoplegia after 20 days of discharge. Conclusions : This case report suggests that Korean Medicine Treatment can be effective for patient with ophthalmoplegia in Miller-Fisher Syndrome.

Hunt-Hess and Fisher Grades as Predicting Factors for Chronic Hydrocephalus in Surgically Treated Ruptured Aneurysm (수술적 치료를 받은 파열성 뇌동맥류환자에서의 예후와 뇌실-복강 단락술의 예측인자로써의 Hunt-Hess Grade와 Fisher Grade)

  • Hong, Chang Ki;Park, Chong Oon;Hyun, Dong Keun;Ha, Young Soo
    • Journal of Korean Neurosurgical Society
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    • v.30 no.1
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    • pp.60-65
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    • 2001
  • Objective : The popular grading systems in use, such as Hunt-Hess grade and Fisher scale score, are based primarily on the patient's clinical conditions or computerized tomography score after aneurysmal subarachnoid hemorrhage(SAH). The author investigated whether the need for ventriculoperitoneal(VP) shunt for chronic hydrocephalus and outcome can be predicted by Hunt-Hess grade and Fisher scale. Methods : A series of 146 patients admitted to our hospital from August 1991 to July 1999, who presented with SAH and underwent craniotomy for aneurysm clipping were studied retrospectively. Chronic hydrocephalus was defined as clinically and radiographically demonstrated hydrocephalus that lasted 2 weeks or longer after initial hemorrhage which required shunting. Patients were evaluated based on following factors : Hunt-Hess grade, Fisher scale, age, sex, hypertension, aneurysm location, and intervals from aneurysm rupture to operation. Results : The overall mortality rate of the study group was 8.2%. Hunt-Hess grade(p=0.001) or Fisher scale (p=0.001) at all pretreatment times was significantly correlated with outcome. In addition, there was an increased risk of poor outcome in older age(65<). However, there were statistically no significant relationship between outcome and sex, location of aneurysm, hypertension, and interval from aneurysmal rupture to operation(p>0.05). Of 134 surviving patients, 16 patients(12%) underwent VP shunt placement secondary to chronic hydrocephalus. Hunt-Hess grade(p=0.001) is more predictive of chronic hydrocephalus than Fisher scale(p=0.146). Aneurysm location was significantly correlated with development of chronic hydrocephalus (p<0.05), without significant correlations in sex, age, hypertension. IVH, and ICH. Conclusion : This study suggests that there is a high clinical correlation between outcome and Hunt-Hess grades and Fisher scales on admission, but Hunt-Hess grade is more predictive for chronic hydrocephalus than Fisher scale. In addition, age(<65 yrs) is the significant factor for prediction of outcome. There was a trend of increasing risk for chronic hydrocephalus according to aneurymal location.

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Risk Factors and Preoperative Risk Scoring System for Shunt-Dependent Hydrocephalus Following Aneurysmal Subarachnoid Hemorrhage

  • Kim, Joo Hyun;Kim, Jae Hoon;Kang, Hee In;Kim, Deok Ryeong;Moon, Byung Gwan;Kim, Joo Seung
    • Journal of Korean Neurosurgical Society
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    • v.62 no.6
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    • pp.643-648
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    • 2019
  • Objective : Shunt-dependent hydrocephalus (SdHCP) is a well-known complication of aneurysmal subarachnoid hemorrhage (SAH). The risk factors for SdHCP have been widely investigated, but few risk scoring systems have been established to predict SdHCP. This study was performed to investigate the risk factors for SdHCP and devise a risk scoring system for use before aneurysm obliteration. Methods : We reviewed the data of 301 consecutive patients who underwent aneurysm obliteration following SAH from September 2007 to December 2016. The exclusion criteria for this study were previous aneurysm obliteration, previous major cerebral infarction, the presence of a cavum septum pellucidum, a midline shift of >10 mm on initial computed tomography (CT), and in-hospital mortality. We finally recruited 254 patients and analyzed the following data according to the presence or absence of SdHCP : age, sex, history of hypertension and diabetes mellitus, Hunt-Hess grade, Fisher grade, aneurysm size and location, type of treatment, bicaudate index on initial CT, intraventricular hemorrhage, cerebrospinal fluid drainage, vasospasm, and modified Rankin scale score at discharge. Results : In the multivariate analysis, acute HCP (bicaudate index of ${\geq}0.2$) (odds ratio [OR], 6.749; 95% confidence interval [CI], 2.843-16.021; p=0.000), Fisher grade of 4 (OR, 4.108; 95% CI, 1.044-16.169; p=0.043), and an age of ${\geq}50years$ (OR, 3.938; 95% CI, 1.375-11.275; p=0.011) were significantly associated with the occurrence of SdHCP. The risk scoring system using above parameters of acute HCP, Fisher grade, and age (AFA score) assigned 1 point to each (total score of 0-3 points). SdHCP occurred in 4.3% of patients with a score of 0, 8.5% with a score of 1, 25.5% with a score of 2, and 61.7% with a score of 3 (p=0.000). In the receiver operating characteristic curve analysis, the area under the curve (AUC) for the risk scoring system was 0.820 (p=0.080; 95% CI, 0.750-0.890). In the internal validation of the risk scoring system, the score reliably predicted SdHCP (AUC, 0.895; p=0.000; 95% CI, 0.847-0.943). Conclusion : Our results suggest that the herein-described AFA score is a useful tool for predicting SdHCP before aneurysm obliteration. Prospective validation is needed.

Evaluation of the Usefulness of Differential Diagnosis of Breast Mass using Elasticity Score and Elasticity Ratio in Elastography (탄성초음파에서 유방종괴의 감별진단을 위한 탄성도 점수와 변형비의 유용성 평가)

  • An, Hyun;Im, In-Chul;Lee, Hyo-Yeong
    • Journal of the Korean Society of Radiology
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    • v.12 no.5
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    • pp.677-682
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    • 2018
  • This study evaluated the usefulness of the elasticity score and elasticity ratio in the differential diagnosis of benign and malignant lesion in breast elastography. We performed a retrospective analysis based on the results of core needle biopsy histology. The Mann-Whitney U test was used to confirm the difference between the 5-degree elasticity score and the Fisher's Exact test. ROC curve analysis was used to determine the elasticity score and the best cut-off value of the elasticity ratio for the prediction of malignant lesions. There was a statistically significant difference (p= .000) between the homogeneity of the elasticity score and the difference of the elasticity ratio between the benign and malignant lesion groups. On the ROC curve analysis, the elasticity score and the elasticity ratio for predicting benign and malignant lesion were determined as AUC 0.806, 0.824, cut-off value 3, 4.4 (p= .001). Therefore, the elasticity score and elasticity ratio may be useful in the differential diagnosis of breast mass.

A Study on Travel Satisfaction for Segmented Groups of Cultural Destination Attributes (문화관광지 선택속성에 대한 세분시장별 여행만족도에 관한 연구: Fisher's Z값을 활용한 조절효과를 중심으로)

  • Jang, Yang-Lae;Yoon, Yoo-Shik;Park, No-Hyeun
    • Journal of the Korean Geographical Society
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    • v.43 no.6
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    • pp.938-950
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    • 2008
  • This study was to investigate if there were any significant relationships between cultural destination selection attributes and travel satisfaction according to segmented groups of cultural destination attributes. Survey questionnaire was developed based on the previous study and data were collected from on site survey, which was one of the famous cultural tourism destination in Korea such as Booyoe and Kongjoo. Six dimensions of cultural destination attributes were identified from factor analysis and three different segmented groups were determined from cluster analysis. Then, Multiple regression analysis conducted with six destination attributes as independent variables and one travel satisfaction as dependent variable, while Fisher's Z score for three segmented groups were considered as moderator's variable. The results showed that cultural destination attribute affected respondents' level of travel satisfaction and there was differences among segmented groups in terms of their affecting factors to the travel satisfaction. These findings suggested that there were different segmented groups of cultural destination selection attributes and each group pursued different cultural travel products and services.

Clinical results of arthroscopic meniscal repair according to joint stability (반월상 연골의 관절경적 봉합시 관절안정성에 따른 결과)

  • Kyung Hee-Soo;Ihn Joo-Chul;Baek Seung-Hoon
    • Journal of the Korean Arthroscopy Society
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    • v.6 no.1
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    • pp.37-42
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    • 2002
  • Purpose : The purpose of this study was to evaluate the results of arthroscopic meniscal repair according to joint stability. Materials and Methods : Twenty cases were reviewed, which had underwent arthroscopic meniscal repair. The mean age was 32.3 years old. The mean follow-up period was 59.7 months. Menisci that had underwent complete repair of associated ligament injuries (8cases, Sa) and menisci that had no associated ligament injury (9 cases, Sb) were classified as stable group (S), and the others (3 cases) as unstable group (U). Also stable group was divided into acute and chronic group. The result was evaluated with Lysholm score and IKDC method. The statistical analysis was done using Wilcoxon rank sum test and Fisher's exact test (p<0.05). Results : Group Sa had $87.5\%$ satisfactory and Lysholm score was 90.9. Group U had $66.7\%$ satisfactory, and Lysholm score was 77.7. Group Sb had $89.9\%$, satisfactory and Lysholm store was 91.4. In acute group $91.7\%$ was satisfactory, Lysholm score 92.5, in chronic group $80\%$ was satisfactory, Lysholm score 88.6. Conclusion : Joint stability was important factor for the outcome of meniscal repairs. So, it is desirable to repair meniscus injury early and the repair of associated ligament injuries should be performed together.

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A Case Report of Miller-Fisher Syndrome with Bilateral Abducens Nerve Palsy (밀러-피셔 증후군 환자의 양안 외전신경마비 치험 1례)

  • Yoon, Seok-Yeong;Roh, Min-Yeong;Kam, Eun-Young;Kang, Eun-Jeong;Kim, Jong-Han;Choi, Jeong-Hwa;Park, Soo-Yeon;Jung, Min-Yeong;Lee, Ji-Hyun
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.33 no.4
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    • pp.133-144
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    • 2020
  • Objectives : The purpose of this study is to report the effect of Korean medicine treatment on limitation of eye movement in Miller-Fisher Syndrome. Methods : A patient was treated with herbal medicines, acupuncture(including electropuncture, phamacopuncture), Moxibustion and cupping therapy. To evaluate the result of this treatment, we used photographs of eye movement, Scott and Kraft score of both eye, length of eyeball movement and visual analogue scale(VAS) for subjective symptoms. Results : After treatment, the limitation of eye movement and diplopia were remarkably improved. Also, other symptoms such as dizziness, gait disturbance, facial nerve disorder were disappeared. Conclusions : This study suggests that Korean medicine treatments are effective for patient with limitation of eye movement in Miller-Fisher Syndrome.