• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.5
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• pp.459-469
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• 2016

The purpose of this study was to examine different patterns of behavioral and psychological symptoms of dementia (BPSD) and caregiver burden according to dementia type. Data were collected from June 2014 to December 2014 from five nursing homes. In all, 214 patients [131 patients with Alzheimer's disease (AD) and 83 patients with Vascular dementia (VD)] were included in the study. BPSD and caregiver burden data were examined using NPI-NH (Neuropsychiatric Inventory Nursing Home Version). According to the results, both the AD and VD group showed the highest frequency in apathy/indifference and the frequency of anxiety, elation/euphoria, and irritability/lability was significantly higher in the AD group than in the VD group. The difference in total BPSD composite scores between the AD and VD groups was not significant but agitation/aggression was significantly higher in the AD group than in the VD group. The mean score for caregiver burden was significantly higher in the AD group than in the VD group, particularly in agitation/aggression. In conclusion, BPSD differed according to dementia type, and nurses should provide specific interventions to control BPSD; a program to reduce caregiver burden according to dementia type is also needed.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2021.10a
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• pp.100-101
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• 2021

In Korea, which has entered an aging society, 87% of the elderly population suffers from chronic diseases such as dementia and stroke, of which Alzheimer's dementia accounts for 71.3% of all dementia. In this paper, labeling verification was performed to review the error problem of deep learning results divided by Alzheimer's dementia MRI image into three stages.

• Proceedings of the Korean Society of Computer Information Conference
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• 2022.07a
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• pp.323-324
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• 2022

전 세계적으로 고령화 사회가 지속됨에 따라 평균수명이 증가하여 고령화 문제가 심각해지고 있는 추세이다. 고령에 속하는 65세 이상 노인들이 자주 발병하는 알츠하이머 치매는 명확한 치료법이 존재하지 않아 발병 전 조기 발견 및 예방이 중요하다. 본 논문에서는 컨볼루션 신경망을 기반으로 한 알츠하이머 치매분류방법을 제안한 논문과, 그래프 합성곱 신경망, 다중 커널 학습 분류기, 기계학습, SVM 분류기 등의 방법으로 알츠하이머 치매 분류에 대한 논문을 소개하고, 각각의 제안 방법 및 특징에 대해 비교분석한다.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2021.10a
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• pp.97-99
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• 2021

As the aging society continues in recent years, interest in dementia is increasing. Among them, Alzheimer's disease is a degenerative brain disease that accounts for the largest percentage of all dementia patients, with the medical community currently not offering clear prevention and treatment for Alzheimer's disease, and the importance of early treatment and early prevention is emphasized. In this paper, we intend to find the most efficient activation function by combining various activation functions centering on convolutional neural networks using MRI datasets of normal people and patients with Alzheimer's disease. In addition, it is intended to be used as a dementia classification modeling suitable for the medical field in the future through Alzheimer's dementia classification modeling.

• Journal of Korea Entertainment Industry Association
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• v.15 no.1
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• pp.181-189
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• 2021

The purpose of this study is to investigate the relationship between "Mental Status and Dementia Tests" and "predictive diagnosis of severity of dementia". This is a descriptive research, analyze the data collected from Alzheimer's patients and identify which "Mental Status and Dementia Tests" has the most impact to determine the severity of dementia. For this study, Alzheimer's patient's CDR, MMSE-K, SGDS, NPI-Q, BADL and IADL were collected and analyzed. This study will provide a predictive factor to determine the severity of dementia when "Mental Status and Dementia Testss" are being used and also to provide the right treatment. For this study, a total of 617 cases of data from Alzheimer's patients were collected and analyzed with SPSS Statistics. In addition, effective "Mental Status and Dementia Tests" for evaluating the severity of dementia were CDR, ADL, MMSE-K, and SGDS whereas NPI-Q and IADL. Based on the findings of the study, it was recommended to implement more efficient diagnostic method by utilizing a standardized "Mental Status and Dementia Tests".

• Therapeutic Science for Rehabilitation
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• v.9 no.4
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• pp.21-31
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• 2020

Objective : Reminiscence program is a method to restore psychological stability for the elderly having dementia, and at the same time it makes the aged with dementia express themselves correctly by helping them to recollect their past life memories. The purpose of this study was to investigate the effects on communication ability in applying the reminiscence program to elderly patients with Alzheimer's dementia. Methods : The subject were 4 patients whose Alzheimer's dementia of moderate. This experiment was designed with pre-stage, treatment-stage, post-stage. The reminiscence therapy was compose of reminiscence activities of their live; in their childhood, adolescence, adulthood, and senescence. The therapy was delivered 30 times for 15 weeks. Results : The result of the study were as follows. First, after reminiscence therapy, recognition ability was improved. Second, after reminiscence therapy, emotional side was improved. Third, after reminiscence therapy, communication ability was improved. Conclusion : In this study, the reminiscence therapy had a positive effect on the improvement of communication skills among the elderly with Alzheimer's dementia. Based on the reminiscence therapy, it is thought to be very helpful in improving the communication ability of the elderly with dementia in the future.

• Annual Conference on Human and Language Technology
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• 2021.10a
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• pp.558-563
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• 2021

알츠하이머병 치매와 조현병 진단을 위한 2단계 분류 모델을 제안한다. 정상군과 환자군의 발화에 나타난 페어 언어 모델 간의 Perplexity 차이에 기반한 분류와 기존 단일 BERT 모델의 미세조정(fine-tuning)을 이용한 분류의 통합을 시도하였다. Perplexity 기반의 분류 성능이 알츠하이머병, 조현병 모두 우수한 결과를 보임을 확인 하였고, 조현병 분류 모델의 성능이 소폭 증가하였다. 향후 설명 가능한 인공지능 기법을 적용에 따른 성능 향상을 기대할 수 있었다.

• Journal of Digital Convergence
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• v.16 no.9
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• pp.391-397
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• 2018

The purpose of this study was to explore the effect of recreation therapy program on cognitive function and balance sensation of demented elderly patients. The subjects were 16 elderly patients diagnosed with Alzheimer's dementia, divided into experimental group and control group. Recreation therapy program was provided to experimental group for 6 months and the change of cognitive function and balance before and after treatment was analyzed in both groups. The research concluded that the recreation therapy program maintained or even enhanced cognitive function and balance in the elderly with Alzheimer's dementia. The development along with the verification of effectiveness of non-pharmacological methods such as recreational therapy contributed to the study of treatment for the elderly with dementia.

• Journal of the Korea Convergence Society
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• v.11 no.12
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• pp.383-390
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• 2020

The present study was conducted to examine the differences and correlations between verbal fluency and story comprehension according to the working memory(WM) capacity, and to find out what WM factors influence the linguistic competence in Alzheimer's disease(AD) and vascular dementia(VaD) groups each consisting of 15 patients. The results of their performance produced firstly significant differences in phonemic fluency, story comprehension, delayed recall and recognition task between the two groups. Further analysis shows that VaD group had significant correlations between the scores of story comprehension and the recognition test scores additionally. These findings suggest that it is possible to differentiate the two groups even by story comprehension tasks and WM. In conclusion, the clinical application of the results is likely to contribute to appropriate treatment plans and effective interventions for elderly with AD and VaD as well as to improve the classification criteria for both types of dementia.

• 한국노년학
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• v.32 no.3
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• pp.747-758
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• 2012

Detecting probable Alzheimer's disease (AD) at an early stage is crucial in slowing the progression of the disease and initiating drug therapy for more effective symptom management. Therefore, this study aimed to identify linguistic features that allow us to distinguish between patients with AD and normal controls. This paper reports on characteristics of spontaneous speech in subjects in three stages of AD (questionable, mild, moderate) compared with education- and age-matched normal controls. Four components of speech were measured in Korean native speakers with AD and normal aging: speech tempo, hesitation (measured in seconds), rate of articulation errors, and rate of grammatical errors. The results revealed significant differences in most of these speech components among the four groups, including significant differences between normal controls and the questionable AD group in the areas of speech tempo and rate of grammatical errors. Phonological? articulatory ability was preserved in questionable AD, and grammatical ability was preserved in questionable and mild AD. Subjects with moderate AD were severely impaired in grammatical ability. Prospective assessments of spontaneous speech skills using a dialogue and picture-description task are useful in detecting the subtle, spontaneous speech impairments that AD causes even in its early stage.