Identifying predictors of varices grading in patients with cirrhosis using ensemble learning.
Bayani A, Hosseini A, Asadi F, Hatami B, Kavousi K, Aria M, Zali MR.
Bayani A, et al.
Clin Chem Lab Med. 2022 Jul 19;60(12):1938-1945. doi: 10.1515/cclm-2022-0508. Print 2022 Nov 25.
Clin Chem Lab Med. 2022.
PMID: 35852068
Free article.
The most significant variables, according to the best performing model, which was CatBoost, were child score, white blood cell (WBC), vitalism K (K), and international normalized ratio (INR). CONCLUSIONS: Using machine learning models, especially ensemble learning m …
The most significant variables, according to the best performing model, which was CatBoost, were child score, white blood cell (WBC), vitali …