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Leveraging process mining for modeling progression trajectories in amyotrophic lateral sclerosis.

Erica TavazziRoberto GattaMauro VallatiStefano Cotti PiccinelliMassimiliano FilostoAlessandro PadovaniMaurizio CastellanoBarbara Di Camillo
Published in: BMC medical informatics and decision making (2023)
We exploited PM to provide an overview of the evolution scenarios of an ALS trial population and to preliminary compare it to the progression observed in a clinical cohort. Future work will focus on further improving the understanding of the disease progression mechanisms, by including additional real-world subjects as well as by extending the set of events considered in the impairment trajectories.
Keyphrases
  • depressive symptoms
  • climate change
  • particulate matter
  • air pollution
  • clinical trial
  • study protocol
  • phase iii
  • current status
  • heavy metals
  • phase ii
  • polycyclic aromatic hydrocarbons
  • amyotrophic lateral sclerosis