• Title/Summary/Keyword: DeepBrain

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Customized Realtime Control of Sleep Induction Sound based on Brain Wave Data (뇌파데이터에 기반한 맞춤형 수면유도음향의 실시간제어)

  • Wi, Hyeon Seung;Lee, Byung Mun
    • Journal of Korea Multimedia Society
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    • v.23 no.2
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    • pp.204-215
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    • 2020
  • People who have sleep disorders such as insomnia take a long time to get to sleep, namely sleep latency. In order to reduce it, effective stimulations and environments to induce sleep such as ASMR or pink noise are necessary. However these have different effects and preferences for each individual. Therefore customized service and control for the sleep induction will be provide to him/her. In this paper, we proposed SIS control system which provides selectively sound control among various kinds of ASMR and pink noise according to sleep state measured from brain wave data for an individual. In order to verify the effectiveness of the system, we had conducted totally 30 experiments for 5 people, and all EEG data measured from all the people during sleep. An average of 3.7 hours was spent per experiment. In comparison experiments with and without sound control for sleep induction, the latency time was reduced by an average of 8 minutes as well as delta waves and theta waves, which appear only in deep sleep, are increased by 21%.

A Case of Metastatic Brain Cancer from Squamous Cell Carcinoma of the Tonsil (편도 편평세포암종의 뇌전이 1례)

  • Chu Hyung-Ro
    • Korean Journal of Head & Neck Oncology
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    • v.15 no.2
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    • pp.232-234
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    • 1999
  • Distant metastases of head and neck cancer have become an increasingly common cause of death as local and regional control has improved. The most frequent metastatic sites of head and neck cancer are the lung, liver, bone and kidney; but metastases to the gastrointestinal tract, brain and heart have also been reported. We report a recent case of a 37-year-old male patient with squamous cell carcinoma of the tonsil who had undergone composite operation with left radical neck dissection and postoperative radiotherapy. The patient presented three years later, cachexic and complaining of severe deep seated headache. Radiologic evaluation revealed a cystic mass with peripheral enhancement in left temporal lobe that was proven to be metastatic cancer by burrhole exploration. However, in spite of various modalities, the patient expired.

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Clinical Features and Surgical Treatment of Bacterial Brain Abscess

  • Jo, Sung-Dae;Kim, Eal-Maan;Lee, Chang-Young;Kim, In-Soo;Son, Eun-Ik;Kim, Dong-Won;Yim, Man-Bin
    • Journal of Korean Neurosurgical Society
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    • v.41 no.6
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    • pp.391-396
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    • 2007
  • Objective : This study was performed to review the clinical characteristics and operative results of brain abscess in order to define the therapeutic strategy for this disease. Methods : We reviewed the medical records and radiology images of brain abscess patients treated in our hospital during the last 16 years. A total of 35 cases included 23 males and 12 females, with the mean age of 48 years old. We excluded cases of postoperative, post traumatic, and fungal abscess. All patient underwent at least one surgical treatment such as stereotactic aspiration or craniotomy with excision. Results : Twenty seven [77.1%] patients presented with symptoms of increased intracranial pressure. The frontal lobe was the most common anatomical place, and streptococcal species were the most frequently encountered pathogens. The chronic pulmonary diseases and chronic otitis media are common underlying condition. Eighteen patients underwent stereotactic aspiration and 17 patients had excision of their abscess as an initial treatment. Seven patients had a repeated surgery, 6 of them had been treated with aspiration initially. At discharge, 60.0% patients showed a favorable outcome. Conclusion : The stereotactic drainage would be more suitable for the brain abscess located in deep and eloquent area. A large, solitary, and well-encapsulated lesion of superficial location could be best treated with complete excision, and this procedure was more definite because it is associated with less repeated surgery and showed more favorable outcome compared to aspiration surgery.

The Report on Relaxation Therapy Application for Chronic Neck Pain with Tension Myositis Syndrome Trend (긴장성 근육통 증후군으로 인한 만성 경항통 환자에 대한 이완 요법 적용 1례(例))

  • Kim, Gyu-Tae;Kwon, Seung-Ro;Song, Joo-Hyun;Kim, Su-Yong;Lee, Je-Kyun
    • Journal of Oriental Neuropsychiatry
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    • v.16 no.2
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    • pp.277-285
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    • 2005
  • Tension Myositis Syndrome is defined as the muscle syndromes affected by brain signal as a result of stress. Furthermore, painful muscles cause tensional emotions in body system. Pain is the result of mutual co-operations between the brain and muscles. Unpleasant feelings increase the pain intensity. In addition, painful muscles were seen to have influences on the brain neurological system. Therefore, in spite of physical treatments, chronic pain has a tendency to be persistent and incurable. For psychological cures, We applied deep breathing, muscle relaxation therapy for anxious, sensitive chronic neck pain patient, then we evaluated her Visual Analogue Scale in reference to subjective feelings of pains every other day at 9 PM. In conclusion, We found that deep breathing and muscle relaxations helped reduce the feeling of pains for those who suffered from anxiety, tensional pains. Therefore, relaxation therapies are necessary methods for pain controls as well as physical treatments.

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Chronological Changes of C-Reactive Protein Levels Following Uncomplicated, Two-Staged, Bilateral Deep Brain Stimulation

  • Kim, Jae-hun;Ha, Sang-woo;Choi, Jin-gyu;Son, Byung-chul
    • Journal of Korean Neurosurgical Society
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    • v.58 no.4
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    • pp.368-372
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    • 2015
  • Objective : The occurrence of acute cerebral infection following deep brain stimulation (DBS) is currently being reported with elevation of C-reactive protein (CRP) level. The aim of the present study was to establish normal range of the magnitude and time-course of CRP increases following routine DBS procedures in the absence of clinical and laboratory signs of infection. Methods : A retrospective evaluation of serial changes of plasma CRP levels in 46 patients undergoing bilateral, two-staged DBS was performed. Because DBS was performed as a two-staged procedure involving; implantation of lead and internal pulse generator (IPG), CRP was measured preoperatively and postoperatively every 2 days until normalization of CRP (post-lead implantation day 2 and 4, post-IPG implantation day 2, 4, and 6). Results : Compared with preoperative CRP levels ($0.12{\pm}0.17mg/dL$, n=46), mean CRP levels were significantly elevated after lead insertion day 2 and 4 ($1.68{\pm}1.83mg/dL$, n=46 and $0.76{\pm}0.38mg/dL$, n=16, respectively, p<0.001). The mean CRP levels at post-lead implantation day 2 were further elevated at post-IPG implantation day 2 ($3.41{\pm}2.56mg/dL$, n=46, respectively, p<0.01). This elevation in post-IPG day 2 rapidly declined in day 4 ($1.24{\pm}1.29mg/dL$, n=46, p<0.05) and normalized to preoperative value at day 6 ($0.42{\pm}0.33mg/dL$, n=46, p>0.05). Mean CRP levels after IPG implantation were significantly higher in patients whose IPGs were implanted at post-lead day 3 than those at post-lead day 5-6 ($3.99{\pm}2.80mg/dL$, n=30, and $2.31{\pm}1.56mg/dL$, n=16, respectively, p<0.05). However, there was no difference in post-IPG day 2 and 4 between them (p>0.05). Conclusion : The mean postoperative CRP levels were highest on post-IPG insertion day 2 and decreased rapidly, returning to the normal range on post-IPG implantation day 6. The duration of post-lead implantation period influenced the magnitude of CRP elevation at post-IPG insertion day 2. Information about the normal response of CRP following DBS could help to avoid unnecessary diagnostic and therapeutic efforts.

The relationship between sleep physiological signals data and subjective feeling of sleep quality. (수면생리신호와 수면 만족감과의 관계)

  • 이현자;박세진
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2002.05a
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    • pp.181-185
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    • 2002
  • The purpose of this study was to find out the relationship between sleep physiological signals data and subjective feeling of sleep quality. Sixteen subjective were investigated and they slept on both comfortable mattress and uncomfortable mattress. Information of sleep stage is one of the most important clues for sleep quality. Polysomnography is basically the recording of sleep. The several channels of brain waves (EEG), eyes (EOG), chin movements (EMG) and heart (ECG) were monitored. Sixteen subjects spent 6 days and nights in the laboratory and the data of sleeping 7h for each of 3 nights was analyzed. Percentage of deep sleep (III and IV, sleep efficiency, WASO, stage 1 and subjective feeling of sleep quality were significantly affected with mattress types (comfortable and uncomfortable mattress). When subjects slept on comfortable beds, percentage of deep sleep and sleep efficiency were higher than those of uncomfortable bed. The percentages of wake after sleep onset and stage 1 were lower when subject slept in a comfortable bed. The subjective feeling of sleep quality agreed with the recorded sleep data also.

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Proper Noun Embedding Model for the Korean Dependency Parsing

  • Nam, Gyu-Hyeon;Lee, Hyun-Young;Kang, Seung-Shik
    • Journal of Multimedia Information System
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    • v.9 no.2
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    • pp.93-102
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    • 2022
  • Dependency parsing is a decision problem of the syntactic relation between words in a sentence. Recently, deep learning models are used for dependency parsing based on the word representations in a continuous vector space. However, it causes a mislabeled tagging problem for the proper nouns that rarely appear in the training corpus because it is difficult to express out-of-vocabulary (OOV) words in a continuous vector space. To solve the OOV problem in dependency parsing, we explored the proper noun embedding method according to the embedding unit. Before representing words in a continuous vector space, we replace the proper nouns with a special token and train them for the contextual features by using the multi-layer bidirectional LSTM. Two models of the syllable-based and morpheme-based unit are proposed for proper noun embedding and the performance of the dependency parsing is more improved in the ensemble model than each syllable and morpheme embedding model. The experimental results showed that our ensemble model improved 1.69%p in UAS and 2.17%p in LAS than the same arc-eager approach-based Malt parser.

A Parallel Deep Convolutional Neural Network for Alzheimer's disease classification on PET/CT brain images

  • Baydargil, Husnu Baris;Park, Jangsik;Kang, Do-Young;Kang, Hyun;Cho, Kook
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.9
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    • pp.3583-3597
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    • 2020
  • In this paper, a parallel deep learning model using a convolutional neural network and a dilated convolutional neural network is proposed to classify Alzheimer's disease with high accuracy in PET/CT images. The developed model consists of two pipelines, a conventional CNN pipeline, and a dilated convolution pipeline. An input image is sent through both pipelines, and at the end of both pipelines, extracted features are concatenated and used for classifying Alzheimer's disease. Complimentary abilities of both networks provide better overall accuracy than single conventional CNNs in the dataset. Moreover, instead of performing binary classification, the proposed model performs three-class classification being Alzheimer's disease, mild cognitive impairment, and normal control. Using the data received from Dong-a University, the model performs classification detecting Alzheimer's disease with an accuracy of up to 95.51%.

GENERAL ANESTHESIA AND DEEP SEDATION FOR THE SPECIAL NEED DENTAL PATIENTS (장애인의 치과치료 시 외래전신마취와 진정법)

  • Seo, Kwang-Suk
    • The Journal of Korea Assosiation for Disability and Oral Health
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    • v.6 no.2
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    • pp.77-83
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    • 2010
  • This article discusses the issues of benefit and risk associated with outpatient general anesthesia and deep sedation for the special need dental patients. The purpose of administering anesthesia for patients with special needs is to provide effect dental treatment. But there are many complications such as sore throat, nausea and vomiting, airway trauma, airway obstruction and hypoxic brain damages, etc. In order to decrease incidence of complication, before general anesthesia meticulous patient evaluation is much important. But, there are a number of factors that make it difficult to accurately assess the anesthetic risk for many people with special needs. These include limited medical workups, uncooperative behavior, and difficulties in postoperative cares, etc. But Judging from several years experience of many contries, it appears that the incidence of mortalities for people with special needs in dental setting is minimal and the incidence of morbidity is limited. In the long run, the delivery of general anesthesia and deep sedation for people with special needs can be considered a very safe and successful procedure.

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Surgery of Parasplenial Arteriovenous Malformation with Preservation of Vision - A Case Report - (부뇌량팽대 동정맥 기형의 수술에서 시야의 보존 - 증례보고 -)

  • Joo, Jin Yang;Ahn, Jung Yong
    • Journal of Korean Neurosurgical Society
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    • v.29 no.6
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    • pp.815-821
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    • 2000
  • Parasplenial arteriovenous malformations(AVMs) are rare vascular malformations which have distinct clinical and anatomical features. They are situated at the confluence of the hippocampus, isthmus of the cingulate gyrus and the gyrus occipitotemporalis medialis. These lesions are anterior to the calcarine sulcus and their apex extends towards the medial surface of the trigonum. Posterolaterally, these lesions are in close proximity to the visual cortex and optic radiation. The objectives in the surgery of parasplenial AVMs are complete resection of the lesions and preservation of vision. These objectives must be achieved with comprehensive understanding of the following anatomical features :1) the deep central location of the lesions within eloquent brain tissue ; 2) the lack of cortical representation of the AVMs that requires retraction of visual cortex ; 3) deep arterial supply ; 4) deep venous drainage ; 5) juxtaposition to the choroid plexus with which arterial supply and venous drainage are shared. A 16-year-old female student presented with intraventricular hemorrhage from a right parasplenial-subtrigonal AVM. The lesion, fed by posterior cerebral artery and drained into the vein of Galen, was successfully treated by the inter-hemispheric parietooccipital approach. To avoid visual field defect a small incision was made on precuneus anterior to the calcarine sulcus. In this report, the authors describe a surgical approach with special consideration on preservation of visual field.

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