Artificial Intelligence Combined With Big Data to Predict Lymph Node Involvement in Prostate Cancer: A Population-Based Study

• Published in: Frontiers in oncology Vol. 11; p. 763381
• Main Authors: Wei, Liwei, Huang, Yongdi, Chen, Zheng, Lei, Hongyu, Qin, Xiaoping, Cui, Lihong, Zhuo, Yumin
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 14.10.2021
• Subjects: lymph node involvement; machine learning; Oncology; predictive model; prostate cancer; SEER database; SEER database; prostate cancer; predictive model; machine learning; lymph node involvement

A more accurate preoperative prediction of lymph node involvement (LNI) in prostate cancer (PCa) would improve clinical treatment and follow-up strategies of this disease. We developed a predictive model based on machine learning (ML) combined with big data to achieve this. Clinicopathological chara...