Results 141 to 150 of about 85,074 (191)

Interpretable machine learning for predicting placental abruption in early-onset preeclampsia: model development and evaluation. [PDF]

Front Med (Lausanne)
Su L, Zhang J, Wu H.
europepmc   +1 more source

Development of an explainable machine learning model for predicting poststroke anxiety: A multicenter study using Shapley Additive Explanations and nomogram visualization. [PDF]

Digit Health
Lyu M, Xie Y, Li M, Hölscher C, Shen X.
europepmc   +1 more source

Impact of river network evolution on flood risk based on the XGBoost-SHAP framework in the Xiangjiang River Basin

Na Li, Yang Liu, Chang Feng, Zhonghui Guo, Jialong Zhou, Yuanzhi Shi   +5 more
openalex   +1 more source

Associations of blood cell indices with the severity of rheumatoid arthritis: a retrospective case-control and machine learning modeling study. [PDF]

Ther Adv Musculoskelet Dis
He R, Qin B, Qin X, Chen J, Xue J, Chen T, Wu S, Chen Z, Zhan X, Liu C.   +9 more
europepmc   +1 more source

SHAP analysis: Summary plot.

Haiyan Kong (22276945), Hualong Fang (18830954), Guihua Zhang (123290)   +2 more
openalex   +1 more source

Interpretable prediction of acute respiratory infection disease among under-five children in Ethiopia using ensemble machine learning and Shapley additive explanations (SHAP)

Zinabu Bekele Tadese, Debela Tsegaye Hailu, Aschale Wubete Abebe, Shimels Derso Kebede, Agmasie Damtew Walle, Beminate Lemma Seifu, Teshome Demis Nimani   +6 more
openalex   +1 more source

Machine Learning and SHapley Additive exPlanation-Based Interpretation for Predicting Mastitis in Dairy Cows. [PDF]

Animals (Basel)
Zhou X, Qu Y, Xu C, Wang H, Lang D, Jia B, Jiang N.   +6 more
europepmc   +1 more source

Tailoring Hematite Photoanodes for Improved PEC Performance: The Role of Alcohol Species Revealed by SHAP Analysis

Takumi Idei, Yuya Nagai, Zhenhua Pan, Kenji Katayama   +3 more
openalex   +1 more source