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{"target":"https://pubannotation.org/docs/sourcedb/PMC/sourceid/7782580","sourcedb":"PMC","sourceid":"7782580","source_url":"https://www.ncbi.nlm.nih.gov/pmc/7782580","text":"We developed a computer-aided diagnosis method for the identification of COVID-19 in medical images using DL techniques. Strong correlations were obtained between the lesion areas identified by the proposed CNNRF and the five clinical indicators. An excellent agreement was observed between the model results and expert opinion.","tracks":[{"project":"LitCovid-PubTator","denotations":[{"id":"215","span":{"begin":73,"end":81},"obj":"Disease"}],"attributes":[{"id":"A215","pred":"tao:has_database_id","subj":"215","obj":"MESH:C000657245"},{"subj":"215","pred":"source","obj":"LitCovid-PubTator"}],"namespaces":[{"prefix":"Tax","uri":"https://www.ncbi.nlm.nih.gov/taxonomy/"},{"prefix":"MESH","uri":"https://id.nlm.nih.gov/mesh/"},{"prefix":"Gene","uri":"https://www.ncbi.nlm.nih.gov/gene/"},{"prefix":"CVCL","uri":"https://web.expasy.org/cellosaurus/CVCL_"}]},{"project":"LitCovid-sentences","denotations":[{"id":"T234","span":{"begin":0,"end":120},"obj":"Sentence"},{"id":"T235","span":{"begin":121,"end":246},"obj":"Sentence"},{"id":"T236","span":{"begin":247,"end":328},"obj":"Sentence"}],"namespaces":[{"prefix":"_base","uri":"http://pubannotation.org/ontology/tao.owl#"}],"attributes":[{"subj":"T234","pred":"source","obj":"LitCovid-sentences"},{"subj":"T235","pred":"source","obj":"LitCovid-sentences"},{"subj":"T236","pred":"source","obj":"LitCovid-sentences"}]}],"config":{"attribute types":[{"pred":"source","value type":"selection","values":[{"id":"LitCovid-PubTator","color":"#a5ec93","default":true},{"id":"LitCovid-sentences","color":"#ec93bf"}]}]}}