• 제목/요약/키워드: chest region

검색결과 247건 처리시간 0.024초

Region and Global-Specific PatchCore based Anomaly Detection from Chest X-ray Images

  • Hyunbin Kim;Junchul Chun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제18권8호
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    • pp.2298-2315
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    • 2024
  • This paper introduces a method aimed at diagnosing the presence or absence of lesions by detecting anomalies in Chest X-ray images. The proposed approach is based on the PatchCore anomaly detection method, which extracts a feature vector containing location information of an image patch from normal image data and calculates the anomaly distance from the normal vector. However, applying PatchCore directly to medical image processing presents challenges due to the possibility of diseases occurring only in specific organs and the presence of image noise unrelated to lesions. In this study, we present an image alignment method that utilizes affine transformation parameter prediction to standardize already captured X-ray images into a specific composition. Additionally, we introduce a region-specific abnormality detection method that requires affine-transformed chest X-ray images. Furthermore, we propose a method to enhance application efficiency and performance through feature map hard masking. The experimental results demonstrate that our proposed approach achieved a maximum AUROC (Area Under the Receiver Operating Characteristic) of 0.774. Compared to a previous study conducted on the same dataset, our method shows a 6.9% higher performance and improved accuracy.

흉부방사선 영상의 흉부영역 자동검출에 관한 연구 (An Automatic Extraction of the Lung Region in X- Rays)

  • 김용만;장국현
    • 대한의용생체공학회:의공학회지
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    • 제10권3호
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    • pp.331-342
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    • 1989
  • This paper presents a new algorithm that extracts lung region in X-Rays and enhance.j the region. Comparing to prior algorithms that enhance whole X-Ray image, this algorithm leads more effective results. For this algorithm extracts lung region first, and enhances the lung region excluding parameters of other region. For choosing optimal threshold, we compare OTSU's mothod with the proposed method. We obtain lung boundary using contour following algorithm and Rray level searching method in gray level rescaled image. We Process histogram equalization in lung region and obtain enhanced lung image. By using the proposed algorithm, we obtain lung region effectively in chest X-Ray that need in medical image diagnostic system.

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흉벽에 발생한 Sparganosis;1례 보고 (A Case of Sparganosis in the Chest Wall)

  • 김상익
    • Journal of Chest Surgery
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    • 제25권11호
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    • pp.1240-1244
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    • 1992
  • Human sparganosis caused by Sparganum mansoni, the larval plerocercoid worm of the genus Spirometra, is not uncommon in Korea and is mostly found in subcutaneous or adipose tissue of the abdominal, thoracic wall and inguinal region, but is rarely found in the orbital cavity, brain and breast. It, at present, is a surgical disease because its diagnosis depends almost on the demonstration of the larva[e] from lesion or finding the worm section in surgical pathology specimens. We experienced a case of human sparganosis from a 48 years old woman who had a history of eating a raw frog. We report the case and review the related literatures.

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유암수술후 방사선치료시 $^{60}Co\;\gamma$선과 전자선 조사야 접합부 선량분포에 관한 연구 (A Study on Dobe Distribution at the Junction of $^{60}CO\;\gamma-Ray$ and Elecron Beam in Postoperative Radiotherapy of Breast Cancer)

  • 강위생;허승재;하성환
    • Radiation Oncology Journal
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    • 제2권1호
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    • pp.149-153
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    • 1984
  • Postoperative radiotherapy of breast cancer makes it possible to reduce loco-regional recurrence of breast cancer. The treatment technique, which can reduce the low-dose region at the junction and lung, is required. To produce proper dose distribution of internal mammary chain and chest wall, authors tried to find the method to expose $^{60}Co\;\gamma-ray$ on internal mammary region and 7MeV electron on chest wall. Exposure time of $^{60}Co\;\gamma$ and monitor unit of 9MeV were selected so that dose of $^{60}Co$ at 4cm depth was the same as that of 7Mev electron at $80\%$ dose depth. The position and direction of electron beam were changed for $^{60}Co$ beam: $0^{\circ},\;5^{\circ}$ for 0cm seperation; $0^{\circ},\;5^{\circ},\;10^{\circ}$ for 0.5cm seperation; $5^{\circ},\;10^{\circ},\;15^{\circ}$ for 1cm seperation. The results are as followings. 1. When the seperation of two fields was increased, dose on the axis of $^{60}Co$ beam was increased and dose at the junction region decreased while the volume of lung to be exposed to high dose and hot spot size were irregularly changed. 2. The dose distribution in the target volume of internal mammary and chest wall was most ideal when the seperation of two fields was $0\~0.5cm$ and the direction of electron beam was parallel to $^{60}Co$ beam.

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심폐기능 재활환자용 임상의사결정지원시스템을 위한 의료영상 처리 기술 개발 (Development of Medical Image Processing Algorithm for Clinical Decision Support System Applicable to Patients with Cardiopulmonary Function)

  • 박희준
    • 재활복지공학회논문지
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    • 제9권1호
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    • pp.61-66
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    • 2015
  • 심폐기능 재활환자에 있어서 흉부 X선 화상은 임상적 소견 중 가장 일반적이고 널리 사용되는 의학정보로서 질환의 예후에 대한 다양한 해부학적 정보를 제공한다. 흉부 X선 영상에서의 영역분할 및 영상해석에 관한 많은 연구에 의해 다양한 해석 알고리즘이 개발되어 왔으나, 영상의 복잡성과 다양성에 의한 해석 차이가 존재한다. 본 논문에서는 X선 영상에서의 질환 여부를 진단하기 위해 영상처리 및 분석방법에 기반한 흉부 X선 영상의 진단지원시스템이 제안되었다. 흉부 X선 영상에서 폐 영역을 검출하기 위하여 임계값 및 형태학적 방법이 적용되었으며, 형태학적 측정 및 질감 분석은 분할된 영역에서 수행되었다. 실제 흉부 X선 영상에 적용한 실험결과와 임상 전문가의 진단 결과를 비교하여 제시하였으며, 제안한 방법이 충분히 의사결정지원시스템에 활용될 수 있음을 보였다.

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흉벽에 발생한 탄력섬유종 - 1예 보고 - (Elastofibroma Dorsi in the Chest Wall - A case report -)

  • 김성완;김덕실;김동훈;변경환;이건;이헌재;임창영
    • Journal of Chest Surgery
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    • 제42권6호
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    • pp.796-799
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    • 2009
  • 63세 여자 환자가 좌측 견갑골 하부에 만져지는 흉벽 종괴를 주소로 본원을 내원하여 종양적출술을 시행하였으며, 조직 검사상 탄력 섬유종으로 진단되었다. 탄력섬유종은 탄력섬유를 포함하는 섬유조직의 증식을 특징으로 한다. 비교적 천천히 자라는 양성의 연조직 종양으로 견갑골 하부에 가장 많이 발생한다. 드문 질환으로 알려진 흉벽의 탄력섬유종을 치험하였기에 문헌고찰과 함께 보고하는 바이다.

20대 남성 비만인의 자세에 따른 가슴우리 확장과 폐기능 특성분석 (Analysis of the Chest Expansion and Pulmonary Function in the 20s men Obesity according to Position Change)

  • 김현애;서교철;임상완;김희탁;김경
    • 대한물리의학회지
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    • 제6권3호
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    • pp.247-256
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    • 2011
  • Purpose : The purpose of this study were to determine whether changes of position might effect the chest expansion and pulmonary function of the 20s men obesity. Methods : Thirty subjects with obesity(M:30, % fat>25.0) and thirty normal subjects(M:30, % fat<24.9) were participated in experiment. Subjects were assessed according to position changes(supine position, $45^{\circ}$ lean sitting position, $90^{\circ}$ sitting position) using chest length(chest length for resting, chest expansion) and pulmonary function (Tidal volume, Inspiratory capacity, Vital capacity, Inspiratory reserve volume, Expiratory reserve volume) by the CardioTouch 3000S(BIONET, USA). Repeated measure ANOVA was used to compare each region data of chest length and pulmonary function according to changes of position with obesity and normal subjects. Results : These findings suggest that the obesity can be appear to low chest expansion and pulmonary function than normal subjects on position method. In comparison of three experimental position, supine position was more low. Conclusion : This study showed position of the obesity appear low chest expansion and function of pulmonary volume than normal subjects, and thus it indicates that the pulmonary function of the obesity will be suggest objective respiratory data through the exercise program.

중사각근과 관련된 배부통과 흉통에 관한 연구 (Back and Chest Pain Related to Scalenus Medius Muscle)

  • 최중립
    • The Korean Journal of Pain
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    • 제5권1호
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    • pp.63-68
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    • 1992
  • One hundred and four patients who complained of chest pain or back pain in the region between scapular were studied. In most cases, anatomical location of pain was in the rhomboid or serratus anterior muscle. Hyperactivity of dorsal scapular nerve or long thoracic nerve which innervate those muscles was thought to be responsible for the pain. The hyperactivity of the nerves may be due to the spasm of the scalenus medius muscle which the nerves meet during their course to the rhomboid or serratus anterior muscles. Therefore, spasmolytic treatment including trigger point injection, physical therapy, laser therapy, or NSAIDs may be effective for the treatment of chest pain or back pain.

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폐암의 임상적 고찰 (Clinical Evaluation of the Lung Cancer)

  • 최순호
    • Journal of Chest Surgery
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    • 제11권1호
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    • pp.26-34
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    • 1978
  • We observed 82 cases of primary lung cancer clinically and statistically, which had been experienced at the dept. of thoracic surgery, Chonnam University Hospital, during the period of 13 years from 1964 to 1967. The results obtained were as follows: Peak incidence of age was from 5th decade to 6th decade, and the ratio of male to female was 3: 1. The frequency of lung cancer was higher in the heavy smoker than in the lighter smoker, and undifferentiated carcinoma showed low resectability in spite of the shorter clinical duration. Major symptoms were coughing and chest tightness & pain, especially coughing was initial symptom in the majority of patients. Of the 82 cases, operation was performed in the 32 cases [39%], but resection was possible in the 22 cases [27%]. The delaying factors led patients to an inoperable stage were physician’s misdiagnosis of bronchogenic carcinoma due to non-specific symptoms and signs of the patients, old age patients were dependence on herb medicine, and poor economical condition of the patients in our region especially. Basic conditions of treatment in lung cancer were early detection & early surgery, so, chest P-A would be checked per 3 to 6 months interval associated with sputum cytology in the smoker over 45 age routinely.

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Surgical Extraction of an Embolized Atrial Septal Defect Occluder Device into Pulmonary Artery after Percutaneous Closure

  • Yolcu, Mustafa;Kaygin, Mehmet Ali;Ipek, Emrah;Ulusoy, Fatih Rifat;Erkut, Bilgehan
    • Journal of Chest Surgery
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    • 제46권2호
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    • pp.135-137
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    • 2013
  • An atrial septal defect is the most common type of congenital heart disease among adults. Surgical repair or percutaneous closure of the defect is the treatment options. Even though percutaneous closure seems to be less risky than surgical repair, it may result in fatal complications like device embolism, cardiac perforation and tamponade. Herein we report a case of the embolism of a device into the pulmonary artery after one hour of percutaneous closure in which the embolized device was surgically removed and the defect was closed with a pericardial patch.