Machine Learning Methods for Precision Dosing in Anticancer Drug Therapy: A Scoping Review.

ABSTRACT:

Introduction

In the last decade, various Machine Learning techniques have been proposed aiming to individualise the dose of anticancer drugs mostly based on a presumed drug effect or measured effect biomarkers. The aim of this scoping review was to comprehensively summarise the research status on the use of Machine Learning for precision dosing in anticancer drug therapy.

Methods

This scoping review was conducted in accordance with the interim guidance by Cochrane and the Joanna Briggs Institute. We systematically searched the databases Medline (via PubMed), Embase and the Cochrane Library for research articles and reviews including results published after 2016. Results were reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extensio

SUBMITTER: Teplytska O 

PROVIDER: S-EPMC11449958 | biostudies-literature | 2024 Sep

REPOSITORIES: biostudies-literature