NICeSim: An open-source simulator based on machine learning techniques to support medical research on prenatal and perinatal care decision making
作者：
Highlights：
• NICeSim is flexible: It allows inclusion/deletion of any variable of interest.
• NICeSim is dynamic: It creates a just-in-time ML model from the loaded dataset.
• NICeSim provides a graphical user interface for simulation after model building.
• NICeSim provides qualitative and quantitative analyses.
• NICeSim is open-source allowing a cooperative development.
摘要
Highlights•NICeSim is flexible: It allows inclusion/deletion of any variable of interest.•NICeSim is dynamic: It creates a just-in-time ML model from the loaded dataset.•NICeSim provides a graphical user interface for simulation after model building.•NICeSim provides qualitative and quantitative analyses.•NICeSim is open-source allowing a cooperative development.
论文关键词：Machine learning in medicine,Artificial neural networks,Support vector machine,Clinical decision making,Prenatal care,Perinatal care
论文评审过程：Received 10 February 2014, Revised 4 October 2014, Accepted 5 October 2014, Available online 22 October 2014.
论文官网地址：https://doi.org/10.1016/j.artmed.2014.10.001
