Haozhou Gao

Beyond Accuracy: Latent Perturbations for Cognitive-Aware Diagnosis

Diagnosing rare diseases remains a persistent challenge, often hindered by *cognitive anchoring*: once clinicians settle on a common diagnosis, they often discount alternative explanations, including rare conditions. To address this, we propose a human-centered counterfactual reasoning framework usi…