Clinical Research Directory

Assessing Perceptions of ML Explanations by Medical Oncologists

Sponsor: Abramson Cancer Center at Penn Medicine

Summary

The objective of this proposal is to conduct a vignette-based survey among practicing oncology clinicians who treat non-small cell lung cancer to assess the trustworthiness of explainable predictions from a neurosymbolic AI vs. State-of-the-art post-hoc explanatory algorithms, using simulated patient data.

Official title: Survey of Medical Oncologists to Assess Trustworthiness of Various Approaches to AI Explainability for Prognostic Models

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