Bias
If we define bias as leaning towards one outcome over others, it’s obvious that, when it comes to AI, it can lead to flawed algorithms and bad decisions. So we look at the concept of bias and the different ways that this can impact AI, specifically data bias, algorithmic bias, and outcome bias, and how each of these can impact the effectiveness of mental health apps and resources.
Change Healthcare Data privacy breach
We also talk about the Change Healthcare ransomware attack, where personal health data was released, leading to distrust and anger among patients. We highlight the need for data privacy protection and staying informed about potential breaches in the healthcare sector.
Topics include:
The different types of bias in Artificial Intelligence that affect the experience of women seeking mental health resources.
What health data privacy breaches, like the one at Change Healthcare, tell us about the importance of protecting personal health information, and seeking legal recourse if affected.
The role of mental health wellness apps and AI in relation to other mental health resources.
How bias in AI and the risks of health data breaches can help individuals make informed decisions about their mental health care.
Ways that you can help ensure the protection of your personal health information.
As always, we encourage listeners to stay informed about the use of artificial intelligence in healthcare and to prioritize their data privacy. We also share upcoming topics on neuroscience and non-invasive brain technologies to improve mental health well-being.
Resources mentioned in this episode:
Listen to Episode 13 of the Women’s Digital Health podcast: Exploring Artificial Intelligence’s Role in Mental Health Through Language Models
Listen to Episode 14 of the Women’s Digital Health podcast: Unveiling the Users of Artificial Intelligence and Mental Health: Who Benefits?
Visit UnitedHealth Group Updates on Change Healthcare Cyberattack
Visit Change Healthcare Cyberattack Support
Subscribe to the Women’s Digital Health Podcast wherever you’re listening right now. And please share the podcast with anyone from your community who will benefit.
Timestamp
00:00:47 – Focus on AI in Mental Health Resources
00:01:40 – AI in Mental Health Wellness Apps
00:03:38 – Discussing AI Bias in Healthcare
00:04:10 – Types of Bias Affecting Women’s Health Resource Finding
00:06:08 – Definition and Explanation of Bias
00:07:03 – Types of AI Bias: Data Bias
00:09:33 – Algorithmic Bias in AI
00:10:57 – Outcome Bias and Its Impact
00:16:35 – Mental Health Apps as Supplementary Tools
00:16:57 – Health Data Privacy and Protection
00:18:00 – Change Healthcare Ransomware Attack Overview
00:21:54 – Tips for Protecting Yourself After a Data Breach
Disclaimer
The information in this podcast is for informational purposes only and is not intended as a substitute for professional medical advice, diagnosis, or treatment. Always seek the advice of your physician or other qualified healthcare providers with any questions you may have regarding a medical condition or treatment.