Development, comparison, and validation of four intelligent, practical machine learning models for patients with prostate-specific antigen in the gray zone

PurposeMachine learning prediction models based on LogisticRegression, XGBoost, GaussianNB, and LGBMClassifier for patients in the prostate-specific antigen gray zone are to be developed and compared, identifying valuable predictors. Predictive models are to be integrated into actual clinical decisi...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Taobin Liu, Xiaoming Zhang, Ru Chen, Xinxi Deng, Bin Fu
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2023-06-01
Цуврал:	Frontiers in Oncology
Нөхцлүүд:	prostate cancer gray area PSA machine learning LogisticRegression XGBoost GaussianNB
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/fonc.2023.1157384/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!