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홍용 문자 코드 집합을 위한 계층적 다중문자 인식기 (Hierarchical Multi-Classifier for the Mixed Character Code Set)

  • 김도현;박재현;김철기;차의영
    • 한국정보통신학회논문지
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    • 제11권10호
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    • pp.1977-1985
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    • 2007
  • 문자 인식은 인공지능의 한 분야로써 자동화 시스템, 로봇, HCI 분야에서 그 응용성 이 증대되고 있는 첨단 기술이다. 본 논문에서는 숫자, 기호, 영어, 한글이 여러 가지 형태로 조합되어 사용될 수 있는 영역에서의 문자 인식을 위해 인식 문자 집합과 대표 문자를 도입하였다. 여러 가지 조합의 언어 집합에 따른 소규모 인식기를 계층적으로 조합하여 인식 결과의 정확성을 높이고 시간 비용을 줄일 수 있는 효율적인 인식기 구조를 제안하였다. 그리고 학습 성능이 우수한 Delta-bar-delta 알고리즘을 이용하여 개별 소규모 인식기를 학습한 다음 다양한 개별 문자를 대상으로 그 인식 성능을 살펴본 결과 99%의 인식률을 획득함으로써 혼용 언어 문자 인식의 효율성과 신뢰성을 증명하였다.

기면병 환자의 주의집중 저하와 주간졸음증 간의 상관관계 부재 (Decreased Attention in Narcolepsy Patients is not Related with Excessive Daytime Sleepiness)

  • 김석주;류인균;이유진;이주영;정도언
    • 수면정신생리
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    • 제12권2호
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    • pp.122-132
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    • 2005
  • 배 경:본 연구에서는 청년기 기면병 환자의 인지기능 변화를 평가하고자 하였다. 청년기 기면병 환자의 인지기능과 수면 증상과의 관계도 관찰하였다. 방 법:17세 이상 35세 이하의 기면병 환자 18명과 정상대조군 18명을 모집하여 연구를 시행하였다. 탈력발작이 있고, HLA $DQB_1$ *0602 양성인 경우만을 기면병 대상군으로 하였다. 기면병 대상군과 정상대조군에게 13종의 신경심리검사(Wisconsin 카드분류, Trail making, Stroop, Ruff, 청각순차합산, 바꿔쓰기, 숫자 외우기, 공간 외우기, Rey 기억력, California 언어학습, 통제단어연상, Boston 이름대기, 굽은 막대 검사)를 시행하여 양군을 비교하였다. 그리고, 기면병 대상군의 신경심리검사 결과와 Epworth 졸음증 척도, Ullanlinna 기면병 척도, 야간수면다원검사 및 입면 잠복시간 반복검사 결과 사이의 상관관계를 분석하였다. 결 과:기면병 대상군은 정상 대조군에 비해 2.0초 간격과 2.4초 간격의 청각순차합산, 바꿔쓰기, 공간 외우기 정방향 검사에서 수행능력이 저조하였다(t=3.86, p<0.001;t=-2.47, p=0.02;t=-3.95, p<0.001;t=-2.22, p=0.03). 다른 신경심리검사에서는 양 군간에 유의한 차이가 없었다. 기면병 대상군에서 저하된 신경심리검사 결과는 Epworth 졸음증 척도나 Ullanlinna 기면병 척도와 유의한 상관관계가 없었으며, 야간수면다원검사나 입면잠복시간 반복검사와도 유의한 상관관계가 없었다. 결 론:본 연구에서 기면병 환자군의 주의력이 저하되어 있음을 관찰하였다. 그러나 주의력 저하는 주간 졸음증과 유의한 상관을 보이지 않았다. 따라서 기면병 환자의 주의력 저하는 주간 졸음증의 개선만으로 호전시킬 수 없다는 점을 시사한다.

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지각 장애의 신경 심리학적 기전 (Neuropsychological Mechanism of Perceptual Disorder)

  • 이성훈;박윤조;김동화;박혜정;김지웅
    • 수면정신생리
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    • 제6권2호
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    • pp.143-148
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    • 1999
  • 목 적: 지각 장애가 어떤 뇌의 부위와 기능에 장애가 있을 때 발생되는지를 알아보기 위해 정신과와 뇌손상 환자에서 신경심리 검사와 지각 장애와 관계성을 조사하였다. 방 법: 정신과 환자 69명, 뇌손상 환자 50명, 총 119명에서 Halstead Reitan 신경 심리 검사와 K-WAIS, MMPI를 시행하였다. MMPI 항목 중 지각 장애와 관계되는 9개 항목에서 산출된 점수와 신경심리 검사의 결과와의 상관 관계를 조사하였다. 또 정신과 환자에서 지각 장애 점수가 높은 지각 장애군 21명과 지각 장애가 없는 지각 장애 17명을 t-test로 비교하였다. 결 과: 뇌손상 환자군에서 지각 장애가 전두엽 기능을 보는 범주화 검사, 선로 잇기 검사, 촉각 수행 검사, 손끝 숫자 쓰기 검사와 우측 반구 기능을 보는 촉각 수행 검사의 위치, 동작성 점수, 빠진곳 찾기, 차례 맞추기, 토막 짜기 등과 유의한 상관 관계를 보였다. 또 피질하 기능을 보는 숫자 상징, 산수, 숫자 외우기와 유의한 상관 관계를 보였다. 정신과 환자의 높은 지각 장애군은 우측 반구 편측화 지수와 빠진 곳 찾기, 토막 짜기와 같은 우측 반구 기능에서 유의한 차이가 있었고, 또 이해, 어휘, 공통성과 같은 좌측 반구 기능에서도 유의한 차이가 있었다. 결 론: 지각 장애는 전두엽, 우측 반구, 피질하 구조의 기능과 깊은 연관성을 가지고 발생이 되며, 정신과 환자군에서는 좌측 반구의 기능도 영향을 주는 것으로 생각된다.

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단기 호르몬 병합 치료가 폐경 후 우울증 환자의 인지 기능에 미치는 영향 (The Effect of Hormone Replacement Therapy for Cognitive Function of Postmenopausal Depression)

  • 이상훈;고영훈;조숙행;정인과;김승현;이문수
    • 생물정신의학
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    • 제12권2호
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    • pp.173-180
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    • 2005
  • Purpose:We investigated the effect of menopausal duration on cognitive function using adjunctive hormone replacement therapy(HRT) in postmenopausal women with depression. Method:Twelve postmenopausal women with depressive disorder were enrolled. Six patients having menopausal duration of less than 3 years was assigned to the short duration group and six patients of more than 3 years to the long duration group. Each patient was treated with conjugated equine estrogen(1.25mg) plus medroxyprogesterone(5mg) for 8 weeks. Cognitive performance was measured by the Verbal Memory Test, Visual Memory Test, Trail Making Test, Digit Symbol Test, and Attention Shift Test. The Beck Depression Inventory was used for evaluation of depressed mood. The reproductive hormone levels were also measured. Results:The long duration group showed the lower performance only in Trail Making Test B compared with the short duration group at baseline. After 8 weeks, the long duration group performed significantly better in the Trail Making Test B compared with the short duration group. The differences in change of depressive mood and gonadal hormone level between two groups were not significant. Conclusion:Menopausal duration before HRT may influence the effect of estrogen on cognition in some cognitive domains. This might be related with estrogen receptor hypersensitivity which induced by the longer estrogen deficiency.

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정상인에서의 멜라토닌 투여에 따른 행동 및 생리적 효과 (Behavioral and Physiological Effects Induced by the Acute Administration of Melatonin in Healthy Young Men)

  • 조숙행;남민
    • 정신신체의학
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    • 제5권2호
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    • pp.195-204
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    • 1997
  • Objectives : The behavioral and physiological effects following low doses and high doses of melatonin have not been fully explored. In this study the authors investigated the nature and extent of the hypnotic effects, oral temperature, blood pressure effects, performance effects and subjective feelings following the acute administration of low pharmacological oral doses of melatonin at mid-day. Methods : Thirty-five healthy young medical students were randomly assigned to receive 6mg of oral melatonin(N=11), 12mg of oral melatonin(N=12) or a placebo(N=12) in a double-blind, placebo controlled trial. Measures of the behavioral and physiological effects used in the study were Stanford Sleepiness Scale, Digit Symbol Substitution Test, Trail test and visual analogue scale for subjective feelings. Oral temperature and blood pressure were measured. The subjects were studied between 10:00 and 16:00 hours. Data were analyzed by using repeated-measures analyses of variance(ANOVA). Results: Melatonin produced statistically significant effects on oral temperature, but there were no significant effects on time and the $dose{\times}time$ interaction. There was a significant difference on oral temperature between the 12mg oral melatonin group and the placebo group at 12:00 and 16:00 hours, but no significant difference between the 12mg and the 6mg oral melatonin groups. Melatonin produced a dose-related increase in subjective sleepiness and had significant effects on time, the $dose{\times}time$ interaction. There was a significant difference on subjective sleepiness among the placebo, 6mg, 12mg oral melatonin groups at 13:00-16:00 hours. Melatonin did not produce statistically significant dose-related effects on subjective fatigue but produced significant effects on time and the $dose{\times}time$ interaction. There was a significant difference on subjective fatigue between the 12mg, the 6mg oral melatonin groups and the placebo group at 13:00 hour. Conclusions : These data indicated that acute administration of melatonin at mid-day increased subjective sleepiness and fatigue but decreased oral temperatures. These effects were shown especially in 12mg oral melatonin group.

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레크리에이션 운동프로그램이 여성노인의 인지기능과 우울, 동적 평형성 및 하지근력에 미치는 영향 (Effect of Recreational Exercise on Cognition, Depression, Dynamic Balance and Leg Strength in Elderly Women)

  • 김난수
    • 한국콘텐츠학회논문지
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    • 제10권3호
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    • pp.373-380
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    • 2010
  • 본 연구의 목적은 레크리에이션 운동프로그램이 여성노인의 인지기능, 우울, 동적 평형성 및 하지근력에 미치는 영향을 살펴보는 것이다. 연구대상은 경로당을 이용하는 65세 이상 여성노인으로 모집 시기에 따라 운동군(14명)과 통제군(13명)으로 분류하였다. 본 연구는 두 집단의 사전과 사후 효과를 비교한 비동등 대조군 전후 유사실험설계이다. 운동군에게만 8주간 레크리에이션 운동프로그램을 시행하고, 두 집단 모두에게 실험 전과 후에 측정을 실시하였다. 인지기능은 K-WAIS의 하부 항목인 모양맞추기와 바꿔쓰기로 측정하고, 우울은 한국판 단축형 노인우울 설문지로 측정하였다. 동적 평형성은 244cm 일어나 왕복걷기로 측정하고 하지근력은 의자에서 앉았다 일어서기로 측정하였다. 수집된 자료의 각 집단 내 전과 후의 차이는 Wilcoxon singed rank test로 분석하였고, 실험 후 두 집단 사이의 각 변수의 차이는 Mann-Whitney U test로 분석하였다. 그 결과 운동군에서는 전보다 8주 후에 모양 맞추기로 측정한 인지기능과 동적 평형성이 유의하게 향상되었고, 통제군에서는 8주 후 동적 평형성이 유의하게 감소하였다. 실험 후 통제군보다 운동군의 동적 평형성이 유의하게 컸다. 따라서 레크리에이션 운동프로그램이 여성노인의 인지기능과 동적 평형성에 긍정적인 효과가 있다고 평가될 수 있다.

한국판 성인용 웩슬러 지능검사 4판(K-WAIS-IV)으로 살펴본 병무용 진단서 대상 주요우울장애 환자의 특성 : 후향적 연구 (Clinical Characteristics of Patients with Major Depressive Disorder on Military Service and Conscription Issues Using K-WAIS-IV : A Retrospective Study)

  • 김지영;박은희
    • 대한불안의학회지
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    • 제16권1호
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    • pp.32-40
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    • 2020
  • Objective : The purpose of this study was to investigate the cognitive performance of major depressive disorder (MDD) in military service/conscription personnel who visited the psychiatric clinic for a medical certificate to consider the situation from the perspective of Korea's unique compulsory military system. We used the Korean Wechsler Adult Intelligence Scale-IV (K-WAIS-IV) as the test for verifying the suitable level of cognitive functioning for military service and as the embedded measure with reflecting suboptimal effort. Methods : The study was conducted on 56 (28 males, age 19-34) in/out-patients admitted to the psychiatry department and diagnosed with MDD (DSM-IV). All participants completed a structured clinical interview (MINI-Plus), as well as self-report questionnaires related to demographics and severity of clinical symptoms. K-WAIS-IV was administered to each subject to assess cognitive characteristics. Results : Military group showed significantly lower processing speed index (PSI) score including subtests of symbol search (SS) and coding (CD) score, compared to the control group. There was no other significant differences in the Full Scale IQ (FSIQ), Verbal Comprehension Index (VCI), Perceptual Reasoning Index (PRI), Working Memory Index (WMI) scores including sub-tests comprised of the above indices, and Reliable Digit Span (RDS), Enhanced-RDS-Revised (E-RDS-R) between the study and control groups. Conclusion : This study was the first effort to verify the characteristics of Korea's military group with MDD and suggest the applicability of PSI and processing speed of K-WAIS-IV as an embedded performance index to test sub-optimal effort or low motivation beyond the purpose of testing cognitive deficits.

Anatomical Correlates of Neuropsychological Deficits Among Patients With the Cerebellar Stroke

  • Shin, Min A;Park, Oak Tae;Shin, Joon-Ho
    • Annals of Rehabilitation Medicine
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    • 제41권6호
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    • pp.924-934
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    • 2017
  • Objective To investigate the anatomical correlates of the neuropsychological deficits in patients with the cerebellar stroke. Methods We screened patients who were admitted to the National Rehabilitation Center with the cerebellar stroke between October 2012 and November 2016. The patients with the cerebellar stroke who underwent neuropsychological testing for which the Seoul Neuropsychological Screening Battery (SNSB) or the SNSB-II were enrolled. The neuropsychological function capacities were compared in accordance with the stroke type (hemorrhagic vs. ischemic) and the location (right/left anterior, right/left posterior intermediate, right/left posterior lateral lobe, and vermis). Mean z-scores were computed to compare the patient performances with the population averages. Results Twenty-six patients (15 with ischemic stroke and 11 with hemorrhagic stroke) with a mean age of $54.8{\pm}16.6$ years were assessed $8.8{\pm}9.2$ months after the stroke. Differences in the neuropsychological functioning according to the stroke type were not observed. All of the numerical subtests of the stroke patients showed significantly poorer performances compared with the population averages (mean z-score <0), and some of the subtests revealed abnormal performances in attention-, visuospatial function-, memory-, and frontal/executive function-related tasks (mean z-score <-1). The patients with the presence of a lesion in the right posterior intermediate lobe of the cerebellum showed a poorer performance in the subtests evaluating the executive function including the Korean-version Stroop Test (p=0.04), the Digit Symbol Coding Test (p=0.01), and the Korean-version Trail Making Test (p=0.02) compared with the patients without that lesion. Conclusion The present study confirms that the cerebellar stroke affects the neuropsychological functioning which is associated with the anatomical site of stroke.

Association of heavy metal complex exposure and neurobehavioral function of children

  • Minkeun Kim;Chulyong Park;Joon Sakong;Shinhee Ye;So young Son;Kiook Baek
    • Annals of Occupational and Environmental Medicine
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    • 제35권
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    • pp.23.1-23.14
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    • 2023
  • Background: Exposure to heavy metals is a public health concern worldwide. Previous studies on the association between heavy metal exposure and neurobehavioral functions in children have focused on single exposures and clinical manifestations. However, the present study evaluated the effects of heavy metal complex exposure on subclinical neurobehavioral function using a Korean Computerized Neurobehavior Test (KCNT). Methods: Urinary mercury, lead, cadmium analyses as well as symbol digit substitution (SDS) and choice reaction time (CRT) tests of the KCNT were conducted in children aged between 10 and 12 years. Reaction time and urinary heavy metal levels were analyzed using partial correlation, linear regression, Bayesian kernel machine regression (BKMR), the weighted quantile sum (WQS) regression and quantile G-computation analysis. Results: Participants of 203 SDS tests and 198 CRT tests were analyzed, excluding poor cooperation and inappropriate urine sample. Partial correlation analysis revealed no association between neurobehavioral function and exposure to individual heavy metals. The result of multiple linear regression shows significant positive association between urinary lead, mercury, and CRT. BMKR, WQS regression and quantile G-computation analysis showed a statistically significant positive association between complex urinary heavy metal concentrations, especially lead and mercury, and reaction time. Conclusions: Assuming complex exposures, urinary heavy metal concentrations showed a statistically significant positive association with CRT. These results suggest that heavy metal complex exposure during childhood should be evaluated and managed strictly.

한국인에서 Aldehyde Dehydrogenase 2 유전자 변이가 알코올의 신경인지 기능, 정신운동성 수행 및 주관적 반응에 미치는 영향 (Effects of Alcohol on Neurocognitive Function, Psychomotor Performance and Subjective Response in Koreans with Different ALDH2 Genotypes)

  • 신일선;윤진상;김현;윤보현;이훈;정재성;이형영
    • 생물정신의학
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    • 제6권2호
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    • pp.176-188
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    • 1999
  • Objective : The purpose of this study was to evaluate the effects of alcohol on neurocognitive function, psychomotor performance and subjective response in healthy Korean adults with different ALDH2 genotypes. Method : A total of 24 males, half with active $ALDH2^*1/2^*1$ and the other with inactive $ALDH2^*1/2^*2$, was selected through genotyping using restriction fragment length polymorphism. In a double-blind, placebo-controlled cross-over design, each subject consumed 0.5g/kg dose of alcohol, given as a mixture of 40% vodka and orange juice, and placebo(orange juice) on two separate occasions on an average of weekly intervals. The blood alcohol concentrations(BACs) were measured using a breath analyzer at baseline and at 30, 60 minutes after drinking. P300s were measured at baseline and at 30 minutes after alcohol and placebo intake. Vital signs and psychomotor performance[Critical Flicker Fusion Threshold(CFFT), Choice Reaction Time (CRT), Digit Symbol Substitution(DSS)] were measured at baseline and at 60 minutes after alcohol and placebo intake. Subjective responses were measured at the end of the study. The statistical analysis focused on whether there were any differences between groups with different ALDH2 genotypes. Results : The major results are as follows. 1) BACs in the inactive group were overall equivalent to those in the active group. Only in terms of time, BACs were significantly higher overall at 30 minutes than at 60 minutes after alcohol intake. 2) Pulse rates were significantly increased after alcohol intake compared with placebo, and the increase was greater in the inactive than in the active group. 3) P300 latencies in leads Fz(frontal), Cz(cental) and Pz(parietal) were significantly increased after alcohol intake compared to placebo, and the increase was greater in the inactive than in the active group. P300 amplitudes in leads Cz and Pz were significantly decreased overall after alcohol intake compared to placebo. 4) Compared with placebo, alcohol produced significant effect on the psychomotor performance : impairment in the inactive group, improvement in the active group. 5) Compared with placebo, alcohol significantly induced a negative or an intense effect on the subjective responses in the inactive group, but little negative and even a somewhat positive effect in the active group. Conclusions : These results suggest that ALDH isozyme variance might be an important factor to determine the effects of acute dose of alcohol on the various psychobehavioural functions and also to determine the alcohol use pattern and to predict the future development of alcohol overuse and/or abuse.

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