Necessity of integrating statistical inference and clinical practice in developing clinical models: bias introduced by neoadjuvant chemotherapy

Confounders in developing a machine learning model for colorectal liver metastasis post-hepatectomy prognostications

“…We extend our gratitude to Dr. Liu and colleagues for their valuable feedback and comments on our article ( 1 ). We developed a machine learning model which predicted the outcomes of surgical treatment for colorectal liver metastasis (CRLM) with good discriminative ability.…”