A Roadmap for Automating Lineage Tracing to Aid Automatically Explaining Machine Learning Predictions for Clinical Decision Support
Using machine learning predictive models for clinical decision support has great potential in improving patient outcomes and reducing health care costs. However, most machine learning models are black boxes that do not explain their predictions, thereby forming a barrier to clinical adopt...
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
JMIR Publications
2021-05-01
|
| Series: | JMIR Medical Informatics |
| Online Access: | https://medinform.jmir.org/2021/5/e27778 |