Background Prevention of persistent pain following breast cancer surgery, via early identification of patients at high risk, is a clinical need. Supervised machine-learning was used to identify parameters that predict persistence of significant pain. Methods Over 500 demographic, clinical and psychological parameters were acquired up to 6 months after surgery from 1,000 women (aged 28-75 years) who were treated for breast cancer. Pain was assessed using an 11-point numerical rating scale before surgery and at months 1, 6, 12, 24, and 36. The ratings at months 12, 24, and 36 were used to allocate patents to either "persisting pain" or "non-persisting pain" groups. Unsupervised machine learning was applied to map the parameters to these diagn...
Background: Persistent pain in breast cancer survivors is common. Psychological and sleep-related fa...
Background: Persistent pain in breast cancer survivors is common. Psychological and sleep-related fa...
Purpose: Persistent pain after breast cancer surgery is a well-recognized problem, with moderate to ...
Background: Prevention of persistent pain following breast cancer surgery, via early identification ...
Background: Prevention of persistent pain following breast cancer surgery, via early identification ...
Background: Prevention of persistent pain following breast cancer surgery, via early identification ...
Background: Prevention of persistent pain after breast cancer surgery, via early identification of p...
Background. To prevent persistent post-surgery pain, early identification of patients at high risk i...
Background. To prevent persistent post-surgery pain, early identification of patients at high risk i...
Background: Prevention of persistent pain after breast cancer surgery, via early identification of p...
Background: Prevention of persistent pain after breast cancer surgery, via early identification of p...
Background: Prevention of persistent pain after breast cancer surgery, via early identification of p...
PurposeThis study aimed to develop prediction models for chronic postsurgical pain (CPSP) after brea...
Background: To prevent persistent post-surgery pain, early identification of patients at high risk i...
Background: To prevent persistent post-surgery pain, early identification of patients at high risk i...
Background: Persistent pain in breast cancer survivors is common. Psychological and sleep-related fa...
Background: Persistent pain in breast cancer survivors is common. Psychological and sleep-related fa...
Purpose: Persistent pain after breast cancer surgery is a well-recognized problem, with moderate to ...
Background: Prevention of persistent pain following breast cancer surgery, via early identification ...
Background: Prevention of persistent pain following breast cancer surgery, via early identification ...
Background: Prevention of persistent pain following breast cancer surgery, via early identification ...
Background: Prevention of persistent pain after breast cancer surgery, via early identification of p...
Background. To prevent persistent post-surgery pain, early identification of patients at high risk i...
Background. To prevent persistent post-surgery pain, early identification of patients at high risk i...
Background: Prevention of persistent pain after breast cancer surgery, via early identification of p...
Background: Prevention of persistent pain after breast cancer surgery, via early identification of p...
Background: Prevention of persistent pain after breast cancer surgery, via early identification of p...
PurposeThis study aimed to develop prediction models for chronic postsurgical pain (CPSP) after brea...
Background: To prevent persistent post-surgery pain, early identification of patients at high risk i...
Background: To prevent persistent post-surgery pain, early identification of patients at high risk i...
Background: Persistent pain in breast cancer survivors is common. Psychological and sleep-related fa...
Background: Persistent pain in breast cancer survivors is common. Psychological and sleep-related fa...
Purpose: Persistent pain after breast cancer surgery is a well-recognized problem, with moderate to ...