Adding 96,679 human rationale highlights improves cancer-site classification less than adding the same number of full pathology reports, and the explainability gain is small.
Ai-driven clinical decision support systems: an ongoing pursuit of potential
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Can human clinical rationales improve the performance and explainability of clinical text classification models?
Adding 96,679 human rationale highlights improves cancer-site classification less than adding the same number of full pathology reports, and the explainability gain is small.