Method and apparatus for analyzing abdominal disease based on medical image
The present invention relates to a method and a device for analyzing celiopathy based on a medical image. The method may comprise the steps of: receiving and preprocessing a medical image of abdomen of a patient to detect a plurality of analysis candidate regions and setting one of the plurality of...
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| creator | NO SI HYUNG JEONG CHANG WON KIM TAE HOON LEE CHUNGSUB KIM SEUNG JIN HONG YOUNG JUN YOON KWON HA KIM JIEON |
| description | The present invention relates to a method and a device for analyzing celiopathy based on a medical image. The method may comprise the steps of: receiving and preprocessing a medical image of abdomen of a patient to detect a plurality of analysis candidate regions and setting one of the plurality of analysis candidate regions as a region of interest; calculating a nodule score based on surface irregularities of the region of interest; calculating a cell heterogeneity coefficient based on pixel homogeneity of the region of interest; and predicting and outputting a celiopathy value based on the nodule score and the cell heterogeneity coefficient.
본 발명은 의료 영상 기반 복부 질환 분석 방법 및 장치에 관한 것으로, 이는 환자 복부를 촬영한 의료 영상을 수신 및 전처리하여 다수의 분석 후보 영역을 검출하고, 상기 다수의 분석 후보 영역 중 하나를 관심 영역으로 설정하는 단계; 상기 관심 영역의 표면 요철을 기반으로 소결절 점수를 산출하는 단계; 상기 관심 영역의 픽셀 균질성을 기반으로 세포이질성 계수를 산출하는 단계; 및 상기 소결절 점수와 상기 세포이질성 계수를 기반으로 복부 질환 수치를 예측 및 출력하는 단계를 포함할 수 있다. |
| format | Patent |
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본 발명은 의료 영상 기반 복부 질환 분석 방법 및 장치에 관한 것으로, 이는 환자 복부를 촬영한 의료 영상을 수신 및 전처리하여 다수의 분석 후보 영역을 검출하고, 상기 다수의 분석 후보 영역 중 하나를 관심 영역으로 설정하는 단계; 상기 관심 영역의 표면 요철을 기반으로 소결절 점수를 산출하는 단계; 상기 관심 영역의 픽셀 균질성을 기반으로 세포이질성 계수를 산출하는 단계; 및 상기 소결절 점수와 상기 세포이질성 계수를 기반으로 복부 질환 수치를 예측 및 출력하는 단계를 포함할 수 있다.</description><language>eng ; kor</language><subject>DIAGNOSIS ; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA ; HUMAN NECESSITIES ; HYGIENE ; IDENTIFICATION ; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS ; MEDICAL OR VETERINARY SCIENCE ; PHYSICS ; SURGERY</subject><creationdate>2020</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20200515&DB=EPODOC&CC=KR&NR=20200052613A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,776,881,25543,76294</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20200515&DB=EPODOC&CC=KR&NR=20200052613A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>NO SI HYUNG</creatorcontrib><creatorcontrib>JEONG CHANG WON</creatorcontrib><creatorcontrib>KIM TAE HOON</creatorcontrib><creatorcontrib>LEE CHUNGSUB</creatorcontrib><creatorcontrib>KIM SEUNG JIN</creatorcontrib><creatorcontrib>HONG YOUNG JUN</creatorcontrib><creatorcontrib>YOON KWON HA</creatorcontrib><creatorcontrib>KIM JIEON</creatorcontrib><title>Method and apparatus for analyzing abdominal disease based on medical image</title><description>The present invention relates to a method and a device for analyzing celiopathy based on a medical image. The method may comprise the steps of: receiving and preprocessing a medical image of abdomen of a patient to detect a plurality of analysis candidate regions and setting one of the plurality of analysis candidate regions as a region of interest; calculating a nodule score based on surface irregularities of the region of interest; calculating a cell heterogeneity coefficient based on pixel homogeneity of the region of interest; and predicting and outputting a celiopathy value based on the nodule score and the cell heterogeneity coefficient.
본 발명은 의료 영상 기반 복부 질환 분석 방법 및 장치에 관한 것으로, 이는 환자 복부를 촬영한 의료 영상을 수신 및 전처리하여 다수의 분석 후보 영역을 검출하고, 상기 다수의 분석 후보 영역 중 하나를 관심 영역으로 설정하는 단계; 상기 관심 영역의 표면 요철을 기반으로 소결절 점수를 산출하는 단계; 상기 관심 영역의 픽셀 균질성을 기반으로 세포이질성 계수를 산출하는 단계; 및 상기 소결절 점수와 상기 세포이질성 계수를 기반으로 복부 질환 수치를 예측 및 출력하는 단계를 포함할 수 있다.</description><subject>DIAGNOSIS</subject><subject>HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA</subject><subject>HUMAN NECESSITIES</subject><subject>HYGIENE</subject><subject>IDENTIFICATION</subject><subject>INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS</subject><subject>MEDICAL OR VETERINARY SCIENCE</subject><subject>PHYSICS</subject><subject>SURGERY</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2020</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZPD2TS3JyE9RSMwD4oKCxKLEktJihbT8IqBIYk5lVWZeukJiUkp-biaQq5CSWZyaWJyqkAQkUhTy8xRyU1Myk4ESmbmJ6ak8DKxpiTnFqbxQmptB2c01xNlDN7UgPz61uCAxOTUvtSTeO8jIwMjAwMDUyMzQ2NGYOFUADe415A</recordid><startdate>20200515</startdate><enddate>20200515</enddate><creator>NO SI HYUNG</creator><creator>JEONG CHANG WON</creator><creator>KIM TAE HOON</creator><creator>LEE CHUNGSUB</creator><creator>KIM SEUNG JIN</creator><creator>HONG YOUNG JUN</creator><creator>YOON KWON HA</creator><creator>KIM JIEON</creator><scope>EVB</scope></search><sort><creationdate>20200515</creationdate><title>Method and apparatus for analyzing abdominal disease based on medical image</title><author>NO SI HYUNG ; JEONG CHANG WON ; KIM TAE HOON ; LEE CHUNGSUB ; KIM SEUNG JIN ; HONG YOUNG JUN ; YOON KWON HA ; KIM JIEON</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_KR20200052613A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng ; kor</language><creationdate>2020</creationdate><topic>DIAGNOSIS</topic><topic>HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA</topic><topic>HUMAN NECESSITIES</topic><topic>HYGIENE</topic><topic>IDENTIFICATION</topic><topic>INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS</topic><topic>MEDICAL OR VETERINARY SCIENCE</topic><topic>PHYSICS</topic><topic>SURGERY</topic><toplevel>online_resources</toplevel><creatorcontrib>NO SI HYUNG</creatorcontrib><creatorcontrib>JEONG CHANG WON</creatorcontrib><creatorcontrib>KIM TAE HOON</creatorcontrib><creatorcontrib>LEE CHUNGSUB</creatorcontrib><creatorcontrib>KIM SEUNG JIN</creatorcontrib><creatorcontrib>HONG YOUNG JUN</creatorcontrib><creatorcontrib>YOON KWON HA</creatorcontrib><creatorcontrib>KIM JIEON</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>NO SI HYUNG</au><au>JEONG CHANG WON</au><au>KIM TAE HOON</au><au>LEE CHUNGSUB</au><au>KIM SEUNG JIN</au><au>HONG YOUNG JUN</au><au>YOON KWON HA</au><au>KIM JIEON</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Method and apparatus for analyzing abdominal disease based on medical image</title><date>2020-05-15</date><risdate>2020</risdate><abstract>The present invention relates to a method and a device for analyzing celiopathy based on a medical image. The method may comprise the steps of: receiving and preprocessing a medical image of abdomen of a patient to detect a plurality of analysis candidate regions and setting one of the plurality of analysis candidate regions as a region of interest; calculating a nodule score based on surface irregularities of the region of interest; calculating a cell heterogeneity coefficient based on pixel homogeneity of the region of interest; and predicting and outputting a celiopathy value based on the nodule score and the cell heterogeneity coefficient.
본 발명은 의료 영상 기반 복부 질환 분석 방법 및 장치에 관한 것으로, 이는 환자 복부를 촬영한 의료 영상을 수신 및 전처리하여 다수의 분석 후보 영역을 검출하고, 상기 다수의 분석 후보 영역 중 하나를 관심 영역으로 설정하는 단계; 상기 관심 영역의 표면 요철을 기반으로 소결절 점수를 산출하는 단계; 상기 관심 영역의 픽셀 균질성을 기반으로 세포이질성 계수를 산출하는 단계; 및 상기 소결절 점수와 상기 세포이질성 계수를 기반으로 복부 질환 수치를 예측 및 출력하는 단계를 포함할 수 있다.</abstract><oa>free_for_read</oa></addata></record> |
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| title | Method and apparatus for analyzing abdominal disease based on medical image |
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