Papers with definitive diagnosis
MedCoT: Medical Chain of Thought via Hierarchical Expert (2024.emnlp-main)
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| Challenge: | Existing methods for medical visual question answering lack robustness and reasoning paths for real-world medical diagnostics. |
| Approach: | They propose a hierarchical expert verification reasoning chain method to enhance interpretability and accuracy in medical visual question answering. |
| Outcome: | The proposed method outperforms existing methods on four standard Med-VQA datasets. |