Enhancing medical explainability in deep learning for age-related macular degeneration diagnosis
Abstract Deep learning models hold significant promise for disease diagnosis but often lack transparency in their decision-making processes, limiting trust and hindering clinical adoption. This study introduces a novel multi-task learning framework to enhance the medical explainability of deep learn...
Saved in:
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-05-01
|
| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-01496-z |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Be the first to leave a comment!