Artificial Intelligence and Machine Learning in Cancer Pain: A Systematic Review.

ABSTRACT:

Background/objectives

Pain is a challenging multifaceted symptom reported by most cancer patients. This systematic review aims to explore applications of artificial intelligence/machine learning (AI/ML) in predicting pain-related outcomes and pain management in cancer.

Methods

A comprehensive search of Ovid MEDLINE, EMBASE and Web of Science databases was conducted using terms: "Cancer," "Pain," "Pain Management," "Analgesics," "Artificial Intelligence," "Machine Learning," and "Neural Networks" published up to September 7, 2023. AI/ML models, their validation and performance were summarized. Quality assessment was conducted using PROBAST risk-of-bias andadherence to TRIPOD guidelines.

Results

Forty four studies from 2006 to 2023 were included. Nineteen studies used A

SUBMITTER: Salama V 

PROVIDER: S-EPMC11534522 | biostudies-literature | 2024 Dec

REPOSITORIES: biostudies-literature