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¿µ¹®Ç¥Áظí Establishment of Mammography Medical Knowledge base for the Development of Breast Cancer Detection using Artificial Intelligence Model
Çѱ۳»¿ë¿ä¾à ÀÌ Ç¥ÁØÀº º´¿ø¿¡¼­ ¼öÁýÇÒ ¼ö ÀÖ´Â À¯¹æÃÔ¿µ¼ú À̹ÌÁö µ¥ÀÌÅÍ¿Í ¸ÞŸµ¥ÀÌÅÍÀÇ ±¸Á¶È­µÈ Ç¥Áؾç½ÄÀ» Á¦°øÇÑ´Ù. ´Ù¾çÇÑ ÀÇ·á±â°ü¿¡¼­ À¯¹æÃÔ¿µ¼ú À̹ÌÁö´Â DICOM ±¹Á¦ Ç¥ÁØÀ» µû¸£Áö¸¸, ÀǷ῵»ó Ư¼º»ó °³Àνĺ° ¹®Á¦·Î DICOM tagÀÇ ºñ½Äº°È­¿Í À¯¹æ¾Ï Æǵ¶À» À§ÇÑ ÀΰøÁö´É ±â¼úÀ» È°¿ëÇϱâ À§ÇÑ ¸ÞŸµ¥ÀÌÅÍ ±¸Á¶ Á¤ÀÇ°¡ ÇÊ¿äÇÏ´Ù. º» Ç¥ÁØ¿¡¼­ Á¦½ÃÇÏ´Â ±¸Á¶È­ ¹æ¹ýÀº ´Ù±â°ü¿¡¼­ ¼öÁýÀúÀåµÇ¾î ÀÖ´Â À¯¹æÃÔ¿µ¼ú À̹ÌÁö¿Í ¸ÞŸµ¥ÀÌÅ͸¦ ±¸Á¶È­ÇÒ ¼ö ÀÖ°í, ÀΰøÁö´É ÇнÀ ¸ðµ¨ÀÇ ´Ù±â°ü °ËÁõ¿¡ È°¿ëÇÒ ¼ö ÀÖ´Ù. À̸¦ ÅëÇØ ´Ù¾çÇÑ »êÇа迡¼­ ÀÇ·á ÀΰøÁö´É ÇнÀ¿ë µ¥ÀÌÅÍ·Î È°¿ë°¡´ÉÇÑ µ¥ÀÌÅÍ·Î ±¸ÃàÇÏ°í, ÀΰøÁö´É ±â¼úÀ» È°¿ëÇÏ¿© Áúº´ ¿¹Ãø¸ðµ¨À» ±¸ÃàÇÒ ¼ö ÀÖ´Ù.
¿µ¹®³»¿ë¿ä¾à The standard provides a structured standard form for mammography image and meta data collected from various hospitals. Various hospital collected mammography image follow the DICOM international standard, but due to the personal identification problem, it is necessary to define a meta data structure and de-identify DICOM tags to apply artificial intelligence technology for breast cancer detection. The proposed standard method can structured and de-identified the mammography images and meta data from multi-center. By releasing structured data, it is possible to develop a disease detection model using artificial intelligence technology in the industry and academia field.
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