Back to search

Article

Individualized melanoma risk prediction using machine learning with electronic health records

2024-07-27

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Background</h4> Melanoma is a lethal form of skin cancer with a high propensity for metastasizing, making early detection crucial. This study aims to develop a machine learning model using electronic health record data to identify patients at high risk of developing melanoma to prioritize them for dermatology screening. <h4>Methods</h4> This retrospective study included patients diagnosed wit...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
fe6d500b-32ce-5924-a949-8ca055ac7d3b
DOI
10.1101/2024.07.26.24311080
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Individualized melanoma risk prediction using machine learning with electronic health recordsDOI 10.1101/2024.07.26.24311080
Select a neighboring publication to make it the new centre.