Complex ML algorithms (e.g., RF, NN, XGboost) have been claimed to present superior predictive discrimination compared to logistic regression technique18,19,20,21,22,23,24; nevertheless, the advantage of state of the art ML models over the conventional generalized linear models remains ...
The advantage of LC is a shorter procedure time than with NOTES. Disadvantages include: (1) The organ is resected so the loss of its biological function may result in long-term complications; (2) A scar on the body surface; (3) Diet intake is delayed (e.g. on day 2); (4) Risk ...
22,23,24. Genomic risk prediction has a notable advantage over established risk factors as it could be used to infer risk of disease from birth, thus allowing the initiation of preventive strategies before conventional risk factors manifest and their discriminative capacity...
In recent years, studies demonstrated the advantage of neoadjuvant chemoradiation (nCRT) over surgery alone, and therefore, multimodal therapy was established as the standard treatment for patients suitable for surgery [4,5,6]. However, for elder patients (>70–80 years) esophagectomy is associated...
In this approach, we take advantage of the categories associated with Wikipedia articles. As aforementioned, even if imperfect, these categories offer important hints on the domain an article belongs to. Ideally, the categories and subcategories should compose a category tree, and one could traverse...
This also points out an advantage of block-BT combined with checkpoint averaging: the method automatically finds the optimal ratio of the two types of synthetic/authentic-trained models, as it evaluates all the ratios during training (Fig. 2a). The final CUBBITT system was trained using ...