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PMC:7782580 / 25265-27130 JSONTXT

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LitCovid-PubTator

Id Subject Object Predicate Lexical cue tao:has_database_id
195 639-648 Disease denotes pneumonia MESH:D011014
196 851-860 Disease denotes pneumonia MESH:D011014
197 871-879 Disease denotes COVID-19 MESH:C000657245
198 1255-1263 Disease denotes COVID-19 MESH:C000657245
199 1265-1274 Disease denotes pneumonia MESH:D011014

LitCovid-PD-HP

Id Subject Object Predicate Lexical cue hp_id
T13 639-648 Phenotype denotes pneumonia http://purl.obolibrary.org/obo/HP_0002090
T14 851-860 Phenotype denotes pneumonia http://purl.obolibrary.org/obo/HP_0002090
T15 1265-1274 Phenotype denotes pneumonia http://purl.obolibrary.org/obo/HP_0002090

LitCovid-sentences

Id Subject Object Predicate Lexical cue
T194 0-261 Sentence denotes We also conducted extra experiments with both configurations of the same data source and different data sources: the descriptions and graph charts can be found in the Supplementary Experiments and Tables (Supplementary Tables 4–19 and Supplementary Figs. 3–18).
T195 262-352 Sentence denotes The data used in experiments E–G were CTHVS and the data were all from the Youan hospital.
T196 353-442 Sentence denotes The data used in experiments H–K were XHVS and the data were all from the Youan hospital.
T197 443-496 Sentence denotes The data used in experiments L–N were XPVS and CTPVS.
T198 497-713 Sentence denotes The data used in the experiment L was from the same data set RSNA, while the data used in experiment M was from different data sets where the pneumonia cases were from the ICNP, and the normal cases were from LUNA16.
T199 714-908 Sentence denotes The data used in the experiments O–R, from the four public data sets and one hospital (Youan hospital) data set (including normal cases, pneumonia cases and COVID-19 cases), were XMVS and CTMVS.
T200 909-987 Sentence denotes In all the experiments (experiments A–R), the CNNCF achieved good performance.
T201 988-1148 Sentence denotes Notably, in order to obtain a more comprehensive evaluation of the CNNCF while further improving the usability in clinical practice, experiment-R was performed.
T202 1149-1321 Sentence denotes In the experiment-R, the CNNCF was used to distinguish three types of cases simultaneously (Including the COVID-19, pneumonia, and normal cases) on both the XMVS and CTMVS.
T203 1322-1519 Sentence denotes Good performances were obtained on the XMVS, with the best score of F1 score of 91.89%, kappa score of 89.74%, specificity of 97.14%, sensitivity of 94.44%, and a precision of 89.47%, respectively.
T204 1520-1642 Sentence denotes Excellent performances were obtained on the CTMVS, with the best score of the five evaluation indicators were all 100.00%.
T205 1643-1756 Sentence denotes The ROC score and PRC score in the experiment-R were also satisfactory which were shown in Supplementary Fig. 18.
T206 1757-1865 Sentence denotes The results of the experiment-R further demonstrated the effectiveness and robustness of the proposed CNNCF.