An adversarial training framework for mitigating algorithmic biases in clinical machine learning
Abstract Machine learning is becoming increasingly prominent in healthcare. Although its benefits are clear, growing attention is being given to how these tools may exacerbate existing biases and disparities. In this study, we introduce an adversarial training framework that is capable of mitigating...
| প্রধান লেখক: | , , , , |
|---|---|
| বিন্যাস: | প্রবন্ধ |
| ভাষা: | English |
| প্রকাশিত: |
Nature Portfolio
2023-03-01
|
| মালা: | npj Digital Medicine |
| অনলাইন ব্যবহার করুন: | https://doi.org/10.1038/s41746-023-00805-y |