NCT06699615
Enrolling By Invitation
Not Applicable
Survey of Medical Oncologists to Assess Trustworthiness of Various Approaches to AI Explainability for Prognostic Models
ConditionsOncology
InterventionsOnce time de-identified Qualtrics survey
Overview
- Phase
- Not Applicable
- Intervention
- Once time de-identified Qualtrics survey
- Conditions
- Oncology
- Sponsor
- Abramson Cancer Center at Penn Medicine
- Enrollment
- 50
- Locations
- 1
- Primary Endpoint
- Determine whether neurosymbolic AI explainability methods improve the trustworthiness of explanations from a prognostic model, relative to post-hoc explainers.
- Status
- Enrolling By Invitation
- Last Updated
- 26 days ago
Overview
Brief 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.
Investigators
Eligibility Criteria
Inclusion Criteria
- •"Medical oncologist" or "Hematologist/Oncologist" designation at Penn Treats lung cancer
Exclusion Criteria
- •Non-medical oncologists No email address or physical address listed Does not treat lung cancer
Arms & Interventions
One time de-identified Qualtrics Survey
Intervention: Once time de-identified Qualtrics survey
Outcomes
Primary Outcomes
Determine whether neurosymbolic AI explainability methods improve the trustworthiness of explanations from a prognostic model, relative to post-hoc explainers.
Time Frame: 3 months
Oncologist will be invited to complete a vignette-based survey
Study Sites (1)
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