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AI can accurately predict subtypes of Parkinson’s

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Old 08-12-2023, 11:20 AM #1
ashleyk ashleyk is offline
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Join Date: Oct 2006
Location: New England
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ashleyk ashleyk is offline
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Join Date: Oct 2006
Location: New England
Posts: 262
15 yr Member
Default AI can accurately predict subtypes of Parkinson’s
This could be an important step in classifying Parkinson's subtypes and finding a drug to treat. Let's hope.



AI Pinpoints Parkinson’s Subtypes Using Stem Cell Images - Neuroscience News


Summary: Researchers enabled machine learning to accurately predict Parkinson’s disease subtypes using stem cell images. This breakthrough showcases computer models classifying four Parkinson’s subtypes, with top accuracies reaching 95%. This could revolutionize personalized medicine and aid in more targeted drug research for Parkinson’s.
Key Facts:
  1. The research used machine learning to classify stem cell images into four distinct Parkinson’s disease subtypes.
  2. Most predictive features for subtype classification were the mitochondria and lysosomes in the cells.
  3. This technique has the potential to enable tailored treatments for Parkinson’s based on specific subtypes.
Source: Francis Crick Institute
Researchers at the Francis Crick Institute and UCL Queen Square Institute of Neurology, working with technology company Faculty AI, have shown that machine learning can accurately predict subtypes of Parkinson’s disease using images of patient-derived stem cells.
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