• Title/Summary/Keyword: 수의 영상진단

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Classification Algorithm for Liver Lesions of Ultrasound Images using Ensemble Deep Learning (앙상블 딥러닝을 이용한 초음파 영상의 간병변증 분류 알고리즘)

  • Cho, Young-Bok
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.20 no.4
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    • pp.101-106
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    • 2020
  • In the current medical field, ultrasound diagnosis can be said to be the same as a stethoscope in the past. However, due to the nature of ultrasound, it has the disadvantage that the prediction of results is uncertain depending on the skill level of the examiner. Therefore, this paper aims to improve the accuracy of liver lesion detection during ultrasound examination based on deep learning technology to solve this problem. In the proposed paper, we compared the accuracy of lesion classification using a CNN model and an ensemble model. As a result of the experiment, it was confirmed that the classification accuracy in the CNN model averaged 82.33% and the ensemble model averaged 89.9%, about 7% higher. Also, it was confirmed that the ensemble model was 0.97 in the average ROC curve, which is about 0.4 higher than the CNN model.

Study of Platform for Real-Time Medical Information Protection and Management (실시간 의료정보 보호 및 관리를 위한 플랫폼에 관한 연구)

  • Jeong, Chang Won;Lee, Sung Gwon;Joo, Su Chong
    • KIPS Transactions on Computer and Communication Systems
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    • v.3 no.8
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    • pp.245-250
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    • 2014
  • In recent years, the developments of medical technology and emergency medical services have been changed to home from the hospital. In this regard, the researches for the prevention or early diagnosis have become actively. In particular, bio-signal monitoring is applied to a variety of u-healthcare application services. The proposed system in this paper is to provide a security technology to protect the medical information measured from the various sensors. Especially, bio-signal information is privacy-sensitive personal information that must be protected. We applied a two-dimensional code technology, QR code, for the protection and management. In the client side, it can analyze the QR code and confirm the results on devices. Finally, with this proposed platform, we show the results of application service to verify the creation and distribution of integrated image file between the bio-signal and medical image information.

Intracerebral Hemorrhage Auto Recognition in Computed Tomography Images (CT 영상에서 뇌출혈의 자동인식)

  • Choi, Seok-Yoon;Kang, Se-Sik;Kim, Chang-Soo;Kim, Jung-Hoon;Kim, Dong-Hyun;Ye, Soo-Young;Ko, Seong-Jin
    • Journal of radiological science and technology
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    • v.36 no.2
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    • pp.141-148
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    • 2013
  • The CT examination sometimes fail to localize the cerebral hemorrhage part depending on the seriousness and may embarrass the pathologist if he/she is not trained enough for emergencies. Therefore, an assisting role is necessary for examination, automatic and quick detection of the cerebral hemorrhage part, and supply of the quantitative information in emergencies. the computer based automatic detection and recognition system may be of a great service to the bleeding part detection. As a result of this research, we succeeded not only in automatic detection of the cerebral hemorrhage part by grafting threshold value handling, morphological operation, and roundness calculation onto the bleeding part but also in development of the PCA based classifier to screen any wrong choice in the detection candidate group. We think if we apply the new developed system to the cerebral hemorrhage patient in his critical condition, it will be very valuable data to the medical team for operation planning.

A Case of Intrapulmonary Solitary Fibrous Tumor - A case report- (폐실질 내에 발생한 고립성 섬유성 종양 -1예 보고-)

  • Kim Kun Il;Jo Tae Jun;Lee Dong Seok;Lee Weon Yong;Hong Ki Woo;Eom Kwang Seok;Min Soo Kee;Lee Jae Woong
    • Journal of Chest Surgery
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    • v.38 no.2 s.247
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    • pp.168-171
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    • 2005
  • Solitary fibrous tumor is an uncommon sybnesitgekuak mesenchymal neoplasm that arises primarily from the pleura. Extrapleural solitary fibrous tumors are rare. Solitary Fibrous tumors are often asymptomatic and discovered incidentally but may become symptomatic when vital structures are involved or they grow large. In general, solitary fibrous tumor is diagnosed on the basis of radiologic findings and its histologic features, with immunohistochemistry serving to support the diagnosis. Most solitary fibrous tumors pursue a benign course, and the single most important predictor of clinical outcome is the ability to excise the entire lesion. We experienced a case of intrapulmonary solitary tumor arising from the right lower lobe which was treated with wedge resection. We report this case of the patient.

Studies on the Ultrasonographic Images for the Early Pregnancy Diagnosis in Horses (말에서 조기 임신진단을 위한 동음파영상 이용 방법에 관한 연구)

  • 김용준;서세현;김명철;최종복
    • Journal of Veterinary Clinics
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    • v.15 no.1
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    • pp.22-29
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    • 1998
  • To investigate the estrual changes of ovaries, appropriate time of mating, diagnosis of early pregnancy after mating, and diagnosis of twin fetuses, ultrasonography was performed in 61 thorough-bred mares (5-12 years old) which had been raised in Chrju island. The followings are the results obtained: 1. The average size of a follicle of mares was $3.2{\times} 3.8cm$ at the beginning of estrus and $4.2{\times} 3.5 cm$ from the middle of estrus to ovulations respectively, and the average size of a follicle and a corpus luteum was $1.8{\times} 1.4 cm and 3.1{\times}2.3 cm$ in the middle of diestrus, respectively. 2. In the result of pregnancy according to mating time after ultrasonographic examination of follicle size, the mares having a follicle of 4.6-5.0 cm (diameter) were mated on the day of ultrasonographic examination or the next day rind all were conceived (3 mares) and another mares having a follicle of 4.1- 4.5cm (diameter) on the 1st or 2nd day after examination and all were conceived (4 mares). 3. By ultrasonographyi early pregnancy in the mares was diagnosed from 12 days of pregnancy and the equine fetus was directly detectable from 23 days of pregnancy, whereas the heartbeat of a fetus was detectable from 28 days of pregnancy. 4. Diagnosis of earl pregnancy of twin was possible from 16 days of pregnancy. These result indicated that ultrasonography is applicable in mares to diagnose the estrual changes of ovaries and the time of ovulation or mating, and to diagnose early pregnancy from 12 days of pregnancy and early pregnancy of twin fetuses.

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Intrahepatic Portosystemic Shunt Fixed By Transvenous Coil Embolization in a Samoyed Dog (샤모예드종 개에서 발생한 간내성 문맥-정맥 문합을 경정맥 코일장착으로 치료한 증례)

  • Lee, Moo-Hyun;Lee, Seoung-Jin;Lee, Seung-Gon;Moon, Hyeong-Sun;Lee, Joon-Seok;Choi, Ran;Park, In-Chul;Hyun, Chang-Baig
    • Journal of Veterinary Clinics
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    • v.24 no.3
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    • pp.426-431
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    • 2007
  • A 5-month-old female Samoyed dog was presented with primary complaints including exercise tolerance and neurological sign associated with hepatic encephalopathy. The major findings in clinical examination included an intermittent seizure, anemia, elevated pre- and post-prandial serum bile acid, hypoproteinemia and bilirubinuria. Diagnostic imaging studies revealed an intrahepatic portosystemic shunt (IPSS). The shunted vessel was successfully occluded by transvenous coil embolization. Clinical signs were gradually improved after shunt occlusion. This case is a rare case of IPSS in a large breed dog fixed by transvenous coil embolization.

Anomalous Insertion of the Anterior horn of the Discoid Lateral Meniscus into the Anterior ACL - A Case Report - (외측 원판형 연골 전각부의 전방십자인대 전방부로의 부착변형에 관한 증례보고)

  • Lee, Sang-Hoon;Yi, Seung-Rim;Noh, Jung-Ho;Ryu, Ho-Kwang
    • Journal of the Korean Arthroscopy Society
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    • v.13 no.2
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    • pp.165-169
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    • 2009
  • The lateral meniscus is morphologically more variable than the medial meniscus. An abnormal lateral meniscus also varies with respect to its size, shape and stability, and such variations can occur in any patient of any age. The most common variant is a discoid lateral meniscus. We recently encountered a patient with a discoid lateral meniscus for which the anterior horn of the meniscus was anomalously inserted into the anterior ACL. The patient was forty five years old women who had persistent pain for three to four years without any specific trauma history. She was preoperatively diagnosed as having discoid lateral meniscus by MRI, and was confirmed the presence of the complex tear and anomalous insertion of the anterior horn of the discoid lateral meniscus into the anterior ACL by arthroscopic examination. Arthroscopic subtotal meniscectomy was performed and the symptoms were improved after surgery.

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Strategy for Public Service Broadcasting News in Digital Era : Focusing on BBC 'Digital First' case (디지털 시대의 공영방송 뉴스 전략 : BBC의 'Digital First' 사례를 중심으로)

  • Joo, Jaewon
    • Journal of Digital Convergence
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    • v.17 no.9
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    • pp.13-22
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    • 2019
  • In the midst of the rapid changes in the digital media environment, this study try to examine the challenges of the public service broadcasting(PSB) news as a representative public sphere in a democratic society, and sought realistic alternatives through a case study of the BBC, one of the most successful digital policies of PSB in the world. The study found that the BBC's 'Digital First' strategy pursued a fundamental change in news formats, thereby simultaneously innovating on content. It was also interesting to see that the news consumers' needs for social media and video content were selectively analyzed and approached with a strategy of choice and focus. Finally, the production of customized digital content by analyzing news viewing behavior by each age group also suggests a lot to Korean PSB. I hope that the cases of this study will be reflected in the digital policies of Korean PSB.

Diagnostic Performance of Blood Culture Bottles for Abscess Culture in Patient with Abdominal Soft Tissue Abscess (복부 연조직 농양 환자에서 농양 배양을 혈액배양병으로 했을 때의 성과 1예)

  • Jo, Kyo Jin;Chang, Chulhun L.;Hwang, Jae-Yeon;Park, Su Eun
    • Pediatric Infection and Vaccine
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    • v.28 no.2
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    • pp.118-123
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    • 2021
  • Culture tests are very important in choosing the appropriate antibiotics for bacterial infections. In some cases, bacteria that could not be identified in standard culture bottles could be detected using blood culture bottles. A previously healthy 13-year-old boy visited our emergency room. He experienced pain, redness, and hardness of periumbilical skin and a fever for five days. There was no history of abdominal surgery and penetrating trauma. Computed tomography showed abscess with cellulitis at the periumbilical soft tissue with no congenital anomaly. Ultrasonography-guided aspiration was performed, and about 8.5 mL of the purulent abscess was aspirated. The abscess was cultured using blood culture bottle. The pus grew Actinomyces radingae and Clostridium ramosum. When performing the pus culture, using blood culture bottles can be more effective and rapid than the standard culture method for the detection of bacterial pathogens.

A Case Study of a Blended Learning for English Listening and Reading Class (영어 듣기와 읽기 수업을 위한 블렌디드 러닝 사례 연구)

  • Choi, Mi Yang
    • Journal of Digital Convergence
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    • v.19 no.4
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    • pp.241-249
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    • 2021
  • This study is investigating the effectiveness of a blended learning for English listening and reading class by analyzing students' learning behavior. To this end, two surveys were conducted on a total of 75 students from the two different classes of Academic English Listening and Reading course. The research results showed that in the online class, the students built undesirable learning behavior such as solving listening quizzes by reading listening scripts or watching the instructor's lectures about the scripts and completing the assignment of summary of the scripts by referring to the Korean versions. In the offline class, the students' participation in group activities and attention to lectures was good. Therefore, it can be concluded that because of the students' poor online learning behavior, this blended learning was rather not effective. So the suggestions are discussed to enhance the effectiveness of the blended learning for English listening and reading.