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Machine learning reveals the rules governing the efficacy of mesenchymal stromal cells in septic preclinical models.

Diksha GakharHimanshu JoshiDiksha MakkarNeelam TanejaAmit AroraAruna Rakha
Published in: Stem cell research & therapy (2024)
The rules from the generated graph models indicated that survival rates, post-MSC-infusion, are influenced by factors like source, dosage, time of infusion, pre-Interleukin-6 (IL-6)/ Tumour Necrosis Factor- alpha (TNF-α levels, etc. CONCLUSION: This approach provides important information for optimization of MSCs based treatment strategies that may help the researchers design their experiments.
Keyphrases
  • machine learning
  • low dose
  • bone marrow
  • mesenchymal stem cells
  • rheumatoid arthritis
  • artificial intelligence
  • healthcare
  • stem cells
  • convolutional neural network
  • big data
  • health information