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PMC:7782580 / 9852-11062 JSONTXT

Annnotations TAB JSON ListView MergeView

LitCovid-PubTator

Id Subject Object Predicate Lexical cue tao:has_database_id
112 745-754 Disease denotes Pneumonia MESH:D011014
113 788-796 Disease denotes COVID-19 MESH:C000657245
114 905-914 Disease denotes Pneumonia MESH:D011014
115 950-958 Disease denotes COVID-19 MESH:C000657245
119 1114-1122 Disease denotes COVID-19 MESH:C000657245
120 1138-1147 Disease denotes pneumonia MESH:D011014
121 1189-1197 Disease denotes COVID-19 MESH:C000657245

LitCovid-PD-HP

Id Subject Object Predicate Lexical cue hp_id
T10 745-754 Phenotype denotes Pneumonia http://purl.obolibrary.org/obo/HP_0002090
T11 905-914 Phenotype denotes Pneumonia http://purl.obolibrary.org/obo/HP_0002090
T12 1138-1147 Phenotype denotes pneumonia http://purl.obolibrary.org/obo/HP_0002090

LitCovid-sentences

Id Subject Object Predicate Lexical cue
T64 0-63 Sentence denotes Multi-modal data from multiple sources were used in this study.
T65 64-211 Sentence denotes X-data, CT-data, and clinical data used in our research were collected from four public data sets and one frontline hospital data (Youan hospital).
T66 212-378 Sentence denotes Each data set was divided into two parts: train-val part and test part using a train-test-split function (TTSF) of the scikit-learn library which is shown in Table 1.
T67 379-496 Sentence denotes The details of the multi-modal data types are described in the “Methods” section (see “Data sets splitting” section).
T68 497-614 Sentence denotes Table 1 Number of cases from four public data sets and the Youan hospital (X-data, CT-data, clinical indicator data).
T69 615-649 Sentence denotes Study X-data CT-data Clinical data
T70 650-700 Sentence denotes Train + Val Test Train + Val Test Train + Val Test
T71 701-744 Sentence denotes *Normal (RSNA + LUNA16) 5000 100 100 20 – –
T72 745-787 Sentence denotes Pneumonia (RSNA + ICNP) 3000 100 83 20 – –
T73 788-817 Sentence denotes COVID-19 (CCD) 150 62 – – – –
T74 818-861 Sentence denotes Influenza (Youan Hospital) 100 45 35 15 – –
T75 862-904 Sentence denotes *Normal (Youan Hospital) 478 25 139 20 – –
T76 905-949 Sentence denotes Pneumonia (Youan Hospital) 380 55 180 35 – –
T77 950-993 Sentence denotes COVID-19 (Youan Hospital) 35 10 75 20 75 20
T78 994-1022 Sentence denotes Total 9143 397 612 130 75 20
T79 1023-1210 Sentence denotes The term *Normal in this work means the cases where the lungs are not manifest evidence of COVID-19, influenza, or pneumonia on imaging and the RT-PCR testing of the COVID-19 is negative.