Id |
Subject |
Object |
Predicate |
Lexical cue |
T303 |
0-131 |
Sentence |
denotes |
To our knowledge, no diagnostic model based on imaging and clinical features alone has been proposed for the diagnosis of COVID-19. |
T304 |
132-437 |
Sentence |
denotes |
Our clinical and radiological semantic (CR) models consisted of the following features: total number of GGO with consolidation in the peripheral area, tree-in-bud, offending vessel augmentation in lesions, temperature, heart ratio, respiration, cough and fatigue, WBC count, and lymphocyte count category. |
T305 |
438-509 |
Sentence |
denotes |
The CR model outperformed the individual clinical and radiologic model. |
T306 |
510-709 |
Sentence |
denotes |
This result was in accordance with that in previous study in breast cancer, in which the model based on the combination of radiomics features and clinical features achieved a higher performance [24]. |
T307 |
710-903 |
Sentence |
denotes |
Compared with the radiomics-based model, the extraction of radiological semantic features can overcome the image discrepancy caused by different scanning parameters and/or different CT vendors. |
T308 |
904-1100 |
Sentence |
denotes |
A previous study [28] also indicated that models based on semantic features determined by an experienced thoracic radiologist slightly outperformed models based on computed texture features alone. |