AI INNOVATIONS AND ENTREPRENEURSHIP
Purpose: To explore cutting-edge AI technologies and business opportunities in healthcare.
Organizer:
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“AI for Personalized Mental Health Interventions”
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“AI for Personalized Mental Health Interventions”
Hi all, I’m working on an AI system that tailors mental health interventions based on individual patient data. We’re seeing promising results, but I’m concerned about privacy and the potential for AI to replace human therapists. Thoughts?
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4 Replies
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Sophia, this sounds groundbreaking. In terms of privacy, are you using federated learning or other decentralized approaches to keep sensitive data on users’ devices?
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Yes, Addison! We’re exploring federated learning, but we’re running into challenges with model performance. Have you had experience with this in other medical contexts?
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Sophia, as someone who’s used mental health apps, I’m both excited and cautious about AI in this space. How are you ensuring that the AI doesn’t inadvertently reinforce harmful thought patterns or behaviors?
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This is a fascinating project, Sophia. From an implementation standpoint, how do you envision integrating this with existing mental health services in healthcare systems?
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