August 07, 2025
1 min learn
Key takeaways:
- Michela Cimberle was honored for her story on well being disparities and bias in giant datasets.
- Healio obtained seven APEX awards.
Michela Cimberle, senior workers author for Healio | OSN, gained an APEX Award of Excellence for a 2024 unique story on range in scientific trials and efforts to enhance well being equality.
Cimberle mentioned she was impressed by a dialog she had with Amitha Domalpally, MD, PhD, to dig deeper into well being disparities and bias in giant datasets. The consultants she interviewed detailed how these biases have an effect on communities and what must be achieved to enhance the scenario.

“Enhancing range in scientific trials is a subject that has raised my curiosity and has been near my coronary heart for fairly a while,” Cimberle mentioned. “Overcoming inequalities and discrimination is per se a aim our societies must pursue in all fields, however not many individuals are conscious of how lack of range and insufficient illustration of racial and ethnic minorities in scientific trials can have an effect on the validity and applicability of analysis findings. Medication and remedy methods which might be examined on an completely or prevalently white inhabitants is probably not equally efficient and secure in minority teams, resulting in additional exacerbation of present well being disparities. Moreover, racially biased datasets can have an effect on the coaching of AI fashions, resulting in misdiagnosis and hindering remedy in different teams of individuals.”

Michela Cimberle shows her 2025 APEX award.
Picture: Justin Cooper / Healio
Healio earned seven APEX awards, together with two Grand Awards.