Predictive models based on machine learning for bone metastasis in patients with diagnosed colorectal cancer

• Main Authors: Tianhao Li (Author), Honghong Huang (Author), Shuocun Zhang (Author), Yongdan Zhang (Author), Haoren Jing (Author), Tianwei Sun (Author), Xipeng Zhang (Author), Liangfu Lu (Author), Mingqing Zhang (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundThis study aimed to develop an artificial intelligence predictive model for predicting the probability of developing BM in CRC patients.MethodsFrom SEER database, 50,566 CRC patients were identified between January 2015 and December 2019 without missing data. SVM and LR models were trained...