Pitfalls in Developing Machine Learning Models for Predicting Cardiovascular Diseases: Challenge and Solutions

• Main Authors: Yu-Qing Cai (Author), Da-Xin Gong (Author), Li-Ying Tang (Author), Yue Cai (Author), Hui-Jun Li (Author), Tian-Ci Jing (Author), Mengchun Gong (Author), Wei Hu (Author), Zhen-Wei Zhang (Author), Xingang Zhang (Author), Guang-Wei Zhang (Author)
• Format: Book
• Published: JMIR Publications, 2024-07-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

In recent years, there has been explosive development in artificial intelligence (AI), which has been widely applied in the health care field. As a typical AI technology, machine learning models have emerged with great potential in predicting cardiovascular diseases by leveraging large amounts of me...