Difficulty accessing specialized diagnosis for rare neurological conditions
💚 healthsocial problemSingle report ●●●●●
A patient in Southern Europe with a suspected rare, progressive neurological condition reports that local medical professionals are unable or unwilling to provide a diagnosis or treatment, leading them to consider open-sourcing their anonymized health records to seek help.
What people do today
- Manual PII redaction of medical records
- Using LLMs to scrub personal data
- Attempting to publish health data on GitHub
🔧 Fix this
Ideas a builder, maker or community group could start on:
- A secure, privacy-preserving platform for patients to share anonymized medical histories with verified medical researchers and specialists.
- A specialized PII-scrubbing tool specifically trained on medical report formats to ensure HIPAA/GDPR-compliant anonymization before public sharing.
- A global registry or matching service that connects patients with rare symptoms to clinical trials or specialists studying those specific conditions.
Real voices
“the condition is rare and under-researched in my area (Southern Europe). The condition appears to be progressive and I can’t stop it. ... doctors where I am won’t / can’t help.”
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