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홈 > 한국방사선학회 > 한국방사선학회 논문지
논문 표지

Comparative Analysis by Batch Size when Diagnosing Pneumonia on Chest X-Ray Image using Xception Modeling

원문보기 원문저장 인용정보복사 구매 4,000원

국문 초록

흉부 X선 영상의 폐렴을 신속하고 정확하게 진단하기 위하여 동일한 Xception 딥러닝 모델에 배치 사이즈를 4, 8, 16, 32로 다르게 적용하여 각각 3회의 모델링을 실시하였다. 그리고 성능평가 및 metric 평가에 대한 결과값을 3회 평균값으로 산출하여 배치 사이즈별 흉부 X선 영상의 폐렴 특징 추출과 분류의 정확도 및 신속성을 비교 평가하였다....

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영문 초록

In order to quickly and accurately diagnose pneumonia on a chest X-ray image, different batch sizes of 4, 8, 16, and 32 were applied to the same Xception deep learning model, and modeling was performe...

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목차

Ⅰ. INTRODUCTION
Ⅱ. MATERIAL AND METHODS
Ⅳ. RESULT
Ⅳ. DISCUSSION
Ⅴ. CONCLUSION

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