Enhancing diabetes risk prediction through focal active learning and machine learning models.

Enhancing diabetes risk prediction through focal active learning and machine learning models.

Show other versions (1)

To improve the effectiveness of diabetes risk prediction, this study proposes a novel method based on focal active learning strategies combined with machine learning models. Existing machine learning models often suffer from poor performance on imbalanced medical datasets, where minority class insta...

Full description

Saved in:
Bibliographic Details
Main Authors: Wangyouchen Zhang, Zhenhua Xia, Guoqing Cai, Junhao Wang, Xutao Dong
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0327120
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items