• Journal of Yeungnam Medical Science
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• 제25권1호
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• pp.64-71
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• 2008

불명열을 규명하기 위한 과정은 여러 복잡한 검사와 평가를 필요로 하며 새로운 검사법의 개발로 그 접근법이 날로 발전하고 새로운 질병 양상이 밝혀지고 있다. 최근에는 PET 스켄이 도입되어 불명열의 선별 검사로서 그 효용성이 높은 것으로 입증되고 있다. 저자들은 전신 fusion PET/CT에서 일정한 양상으로 FDG의 섭취가 증가된 불명열 3례를 경험하고 보고하는 바이다; 3례 모두 대퇴골과 경골에 같은 분포와 양상의 섭취 증가를 보였으며, 골수 생검상, 2례에서 성숙한 림프구와 조직구의 침윤 및 점액성 변화를 보였고, 그 중 1예는 겉질뼈도 침범된 소견을 보였다. 환자들은 모두 수 주간 지속되는 호중구 감소와 상대적 림프구 증가증이 동반된 열이 있는 젊은 여성이었고, 자연적으로 완화되었다. 비록 연구 결과만으로 특정 질환을 분류할 수는 없었지만, 일련의 특정한 PET/CT 양상과 조직 소견은 질병의 원인과 관련 있을 것이고, 고전적 FUO와 관련하여 이러한 새로운 PET FDG 섭취 분포에 대한 연구가 필요할 것으로 생각된다.

• 대한기계학회논문집B
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• 제37권6호
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• pp.551-558
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• 2013

서포트 벡터 머신(Support Vector Machine, SVM)은 학습용 데이터 집합이 확보되어 있을 경우, 매우 강력한 분류 알고리즘이다. 따라서 패턴인식은 물론 기계학습 분야에서 결함진단 도구의 하나로 이용되고 있다. 본 논문에서는 최적 특징과 SVM 을 이용하여 볼 베어링의 결함유형과 결함의 정도를 진단한 결과를 기술하였다. SVM 학습용 특징데이터에는 12 개의 시간영역 특징과 9 개의 주파수영역 특징들이 포함되어 있으며 이들 특징들은 다양한 베어링 결함조건에서 측정된 진동신호와 진동신호의 이산 웨이블렛 변환신호로부터 추출되었다.

• 대한방사선기술학회지:방사선기술과학
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• 제43권5호
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• pp.397-404
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• 2020

Coronavirus disease(COVID-19) is highly infectious disease that directly affects the lungs. To observe the clinical findings from these lungs, the Chest Radiography(CXR) can be used in a fast manner. However, the diagnostic performance via CXR needs to be improved, since the identifying these findings are highly time-consuming and prone to human error. Therefore, Artificial Intelligence(AI) based tool may be useful to aid the diagnosis of COVID-19 via CXR. In this study, we explored various Deep learning(DL) approach to classify COVID-19, other viral pneumonia and normal. For the original dataset and lung-segmented dataset, the pre-trained AlexNet, SqueezeNet, ResNet18, DenseNet201 were transfer-trained and validated for 3 class - COVID-19, viral pneumonia, normal. In the results, AlexNet showed the highest mean accuracy of 99.15±2.69% and fastest training time of 1.61±0.56 min among 4 pre-trained neural networks. In this study, we demonstrated the performance of 4 pre-trained neural networks in COVID-19 diagnosis with CXR images. Further, we plotted the class activation map(CAM) of each network and demonstrated that the lung-segmentation pre-processing improve the performance of COVID-19 classifier with CXR images by excluding background features.

• 동의생리병리학회지
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• 제24권6호
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• pp.1077-1081
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• 2010

In this work, we report the diagnostic relations among some primary pulse conditions such as the floating/sunken, deficient/forceful, large/fine, and the long/short pulses. For this purpose, we carried out a clinical test, in which 11 Oriental medical doctors had participated to diagnose the pulses for 1566 healthy subjects. The subjects were divided into 11 subgroups and each subgroup was allocated to an individual doctor. It resulted in that, for 847 subjects (54%), two or more than two pulse conditions were felt simultaneously, for which we counted the frequency of the pairs of the pulse conditions. For the statistical analysis, we used a Chi-square test. As a result, at high frequency, the forceful, large, and the long pulses were diagnosed in pairs or in their triplet, and a similar close relation was found between the deficient, fine, and the short pulses. The pairwise diagnoses of the pulse conditions between the forceful, large, and the long pulses, and between the deficient, fine, and the short pulses imply their close relatedness in clinics. This result is supported by the theory of deficiency/excess syndromes. Moreover, we show that the close relatedness among the pulse conditions can be understood in terms of the geometric features of the radial artery near the prominent bone. This is the first work which reports the relatedness between the primary pulses by an objective clinical test.

• Annals of Clinical Neurophysiology
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• 제8권1호
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• pp.58-62
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• 2006

Background: Acute transverse myelitis(ATM) is a group of disorders characterized by focal inflammation of the spinal cord and resultant neural injury. It can be diagnosed by Transverse Myelitis Consortium Working Group(TMCWG) criteria. But there are some cases which were not satisfied with idiopathic ATM criteria, both clinically and radiologically, especially in acute stage. So we analyzed 27 cases retrospectively, which were diagnosed as idiopathic ATM. Methods: All the records of the patients at Gil Medical Center with a diagnosis of idiopathic ATM from 2001 to 2005 were reviewed. And clinical manifestations including neurological examination, radiologic features and cerebrospinal fluid (CSF) findings were analyzed. Results: Among the patients(20 men and 7 women; mean age, 45.3 years), 11 cases could not be diagnosed as idiopathic ATM according to the TMCWG criteria ; 6 cases did not have well marginated upper sensory level and 5 cases were not satisfied with spinal cord inflammation. Conclusions: Although most cases of suspected idiopathic ATM were suitable for TMCWG criteria, some cases were not satisfied with this diagnostic criteria, especially in acute stage. Subsequent study might be needed to evaluate the reliability and clinical application of the criteria.

• Journal of Chest Surgery
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• 제41권1호
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• pp.110-115
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• 2008

대동맥 박리증과 동반된 주요 장기로의 관류부전은 침범되는 대동맥 분지에 따라 다양한 임상양상을 나타낼 수 있으며, 수술 전에 예상했던 경우는 적극적으로 치료할 수 있으나 수술 중이나 수술 후 발생한 경우에는 관류부전에 대한 의심을 하지 않고서는 환자의 이환율 및 사망률을 증가시키게 된다. 따라서 대동맥 박리증 수술 시에는 항시 이러한 관류부전에 대한 염두를 하고 치료에 임해야 하며 조기발견 및 적극적인 치료가 그 성적에 큰 영향을 미치게 된다. 저자들은 급성 대동맥 박리증 환자에서 뇌, 신장, 하지로의 관류부전이 동반된 4명의 환자에 대해 적극적인 치료로 좋은 성적을 얻었기에 문헌고찰과 함께 보고하는 바이다.

• 대한세포병리학회지
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• 제5권1호
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• pp.15-22
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• 1994

Cancer of the cervix is the most common malignancy in women in developing countries and the second most common cancer in women throughout the world with approximately 500,000 new cases each year. Prevention of this large number of premature deaths among women is, therefore, a goal worthy of urgent and serious consideration. Due to its high diagnostic disagreement among pathologists and large quantity of specimens, it is necessary to develop an automatic screening system measuring morphologic and densitometric features of the samples. Many research works have been published but most of them used Feulgen stained specimens which are not a usual staining method used in clinics. In this thesis, an automatic cancerous nucleus detection method essential to a screening system with papanicolaou stained specimens called Pap-smear is proposed which employs image processing techniques. It uses edge information to segment objects and morphologic as well as densitometric information to distinguish cancerous nuclei from dirts or normal nuclei. It has produced useful results in our study.

• 대한한의학회지
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• 제21권1호
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• pp.84-90
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• 2000

Background and Purpose: Stroke in young adults is relatively uncommon. Only 3.7-14.4% of all strokes occur in patients aged 15-45 years. Stroke in young adults has more various and diverse possible causes than stroke in the elderly. We studied to gain further insight into both pathogenic and etiologic determinants in young adults with stroke. Methods : We retrospectively reviewed the medical records of 230 young patients aged 15-45 years who were admitted to the 2nd internal medicine department of Kyung Hee Oriental Medical Center with a diagnosis of stroke between May 1995 and May 1999. We analysed clinical features and diagnostic tests, such as brain imaging, cerebral angiography, echocardiography, 24 hours holter monitoring and other laboratory tests. Results : 1. Of 230 young patients with stroke aged 15-45 years(176 males(76.5%) and 54 females(23.5%)), 140 patients(60.9%) showed ischemic stroke and 90 patients(39.1 %) showed hemorragic stroke. 2. The most prevalent age group was from 40 to 45 years with 142 patients(61.7%) 3. The most frequent site of 140 ischemic stroke was MCA territory in 93 cases(66.4%) and Multiple, VA territory, PCA territory, ACA territory in order of frequency. 4. The most frequent site of 90 hemorrhagic stroke was basal galglia hemorrhage 57 cases(63.3%) and subcortical 13 cases(14.5%), pons, thalmus, subarachnoid, cerebellum in order of frequency. 5. The causes of hemorrhagic stroke were hypertension 49 cases(54.5%), arteriovenous malformation 7 cases(7.8%), ruptured aneurysm 4 cases(4.5%), angioma 3 cases(3.3%). 6. The risk factors of ischemic stroke were smoking, alcohol drinking, hyperlipidemia, hypertension, obesity, heart disease, history of CVA, diabetes mellitus, in order of frequency. 7. The comparison of risk factors between ischemic and hemorrhagic stroke: hypertension was prevalent in hemorrhagic stroke, heart disease and history of CVA were prevalent in ischemic stroke. Conclusions: From the above results, we found that stroke in young adults had various possible causes. Young adults with stroke deserve an extensive but tailored evaluation which include angiography and echocardiography for diagnosis.

• Journal of Oral Medicine and Pain
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• 제33권4호
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• pp.395-399
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• 2008

측두하악장애 증상으로 나타나는 구강안면부의 통증 및 개구제한 증상은 대부분 관련 구조물 자체의 구조적이거나 기능적인 변화에 의해 유발되지만, 드물게 다른 병적인 상태로 인하여 발생할 수도 있으므로 진단 및 치료에 있어서 주의가 요구된다. 특히 통증 양상 및 임상 소견, 전신적 동반 증상, 치료에 대한 반응 등에 대한 평가에서 두경부 종양과 같이 다른 질환에 의한 측두하악장애 증상이 의심되거나 일반적인 측두하악장애와 다른 소견이 나타나는 경우에는 전산화단층촬영 또는 자기공명영상 등의 부가적인 방사선학적 검사를 적극적으로 시행하여 부가적인 정보를 얻는 것이 필요하다. 본 증례에서는 측두하악장애 증상으로 내원하였던 비인두암종 환자의 진단 및 치료 과정을 통해, 측두하악장애의 진단 및 치료에 있어서 비인두암종 등 두경부 종양의 가능성을 고려해야 할 임상적 소견에 대해 고찰하고자 한다.

• Tuberculosis and Respiratory Diseases
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• 제46권1호
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• pp.82-88
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• 1999

Herpes simplex virus pneumonia in immunocompromised host is difficult to diagnose with non-invasive method, and has high mortality rate. Because early diagnosis and early treatment can significantly decrease the mortality rate, the enthusiastic efforts for the early diagnosis should be done. A 41-year-old woman who took prednisolone due to mixed connective tissue disease developed gradually increasing dyspnea with radiological features of interstitial lung disease. Initially, we treated her with empirical antibiotics, but failed to improve her dyspnea. So we performed bronchoalveolar lavage and open lung biopsy. Open lung biopsy specimen showed herpes simplex virus pneumonia. Herpes simplex virus was also isolated from bronchoalveolar lavage fluid. There was both clinical and radiological improvement after treatment with acyclovir for 14 days.