Backdoor Adjustment of Confounding by Provenance for Robust Text Classification of Multi-institutional Clinical Notes

Keyphrases

• Multi-institutional 100%
• Confounding 100%
• Clinical Notes 100%
• Text Classification 100%
• Backdoor Adjustment 100%
• Training Model 50%
• Substance Abuse 25%
• Natural Language Processing 25%
• Evaluation Framework 25%
• Accurate Model 25%
• Deep Learning Methods 25%
• Distributional Shift 25%
• Model Performance 25%
• Processing Methods 25%
• Data Distribution 25%
• Clinical Task 25%
• Source-specific 25%
• Clinical Natural Language Processing 25%
• Multi-site Dataset 25%
• Machine Learning Learning 25%
• Portable Models 25%
• Deep Machine Learning 25%

Computer Science

• Backdoors 100%
• Text Classification 100%
• Natural Language Processing 50%
• Performance Model 25%
• Large Data Set 25%
• Learning Approach 25%
• Data Distribution 25%
• Processing Method 25%
• Robustness Measure 25%
• Machine Learning 25%
• Learning System 25%
• Deep Learning Method 25%

Neuroscience

• Natural Language Processing 100%