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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":"Fast automated detection of COVID-19 from medical images using convolutional neural networks\n\nAbstract\nCoronavirus disease 2019 (COVID-19) is a global pandemic posing significant health risks. The diagnostic test sensitivity of COVID-19 is limited due to irregularities in specimen handling. We propose a deep learning framework tha","divisions":[{"label":"article-title","span":{"begin":0,"end":92}}],"tracks":[{"project":"LitCovid-PubTator","denotations":[{"id":"1","span":{"begin":28,"end":36},"obj":"Disease"},{"id":"7","span":{"begin":103,"end":127},"obj":"Disease"},{"id":"8","span":{"begin":129,"end":137},"obj":"Disease"},{"id":"9","span":{"begin":228,"end":236},"obj":"Disease"}],"attributes":[{"id":"A1","pred":"tao:has_database_id","subj":"1","obj":"MESH:C000657245"},{"id":"A7","pred":"tao:has_database_id","subj":"7","obj":"MESH:C000657245"},{"id":"A8","pred":"tao:has_database_id","subj":"8","obj":"MESH:C000657245"},{"id":"A9","pred":"tao:has_database_id","subj":"9","obj":"MESH:C000657245"},{"subj":"1","pred":"source","obj":"LitCovid-PubTator"},{"subj":"7","pred":"source","obj":"LitCovid-PubTator"},{"subj":"8","pred":"source","obj":"LitCovid-PubTator"},{"subj":"9","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":"T1","span":{"begin":0,"end":92},"obj":"Sentence"},{"id":"T2","span":{"begin":94,"end":102},"obj":"Sentence"},{"id":"T3","span":{"begin":103,"end":192},"obj":"Sentence"},{"id":"T4","span":{"begin":193,"end":291},"obj":"Sentence"}],"namespaces":[{"prefix":"_base","uri":"http://pubannotation.org/ontology/tao.owl#"}],"attributes":[{"subj":"T1","pred":"source","obj":"LitCovid-sentences"},{"subj":"T2","pred":"source","obj":"LitCovid-sentences"},{"subj":"T3","pred":"source","obj":"LitCovid-sentences"},{"subj":"T4","pred":"source","obj":"LitCovid-sentences"}]}],"config":{"attribute types":[{"pred":"source","value type":"selection","values":[{"id":"LitCovid-PubTator","color":"#93e9ec","default":true},{"id":"LitCovid-sentences","color":"#ecd593"}]}]}}