We seek radiologists, breast imaging specialists, and clinicians who work with mammography screening, AI-assisted diagnostics, or digital radiology tools. Your expertise and real-world insights will help us develop clinically meaningful AI-driven solutions.
Why Participate?
- Your feedback will contribute to improving AI usability in breast cancer screening.
- Help ensure that AI systems are designed to support, not replace, clinician expertise.
- Participate in research to enhance efficiency, reduce workload, and improve patient outcomes.
- Certificate of participation provided for your contribution to this scientific study.
Study Details
- Participation involves a short questionnaire (less than 1 minute).
- Optional follow-up interview or usability study (flexible scheduling).
- All responses remain confidential and are used strictly for academic research.
Interested? Get Involved!
If you or a colleague are interested in contributing, sign up here:
https://forms.gle/ygZ1RbWTzpEU7vZg8
We would love to hear your thoughts:
- How do you see AI transforming breast cancer diagnosis?
- What are the biggest challenges in AI adoption for radiology?
This is an excellent initiative. As a clinical researcher working on breast cancer diagnostics—including the role of molecular markers and AI-assisted interpretation—I believe that integrating artificial intelligence into breast imaging holds great promise for improving early detection and workflow efficiency.
However, major challenges remain in ensuring:
- Model transparency and interpretability for clinicians.
- Generalization across diverse populations and imaging equipment.
- Seamless integration into existing clinical workflows without increasing complexity.
I’d be happy to contribute to your study and share insights from both the clinical and laboratory perspectives. I’ve submitted the form and look forward to potential collaboration.
Thank you for advancing research that bridges AI innovation with clinical reality
Thank you, Zein, for your thoughtful response and for sharing your insights! You've highlighted key challenges that we're aiming to address. Feel free to DM me.
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