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Identification of risk factors and development of detection algorithm for denosumab-induced hypocalcaemia.

Takuya ImatohKimie SaiMayu TakeyamaKatsuhito HoriMasato KarayamaKazuki FuruhashiKatsunori SegawaMichio KimuraJunichi KawakamiYoshiro Saito
Published in: Journal of clinical pharmacy and therapeutics (2018)
We developed a detection algorithm for denosumab-induced hypocalcaemia based on calcium levels and time to onset of hypocalcaemia. We also identified elevated ALP levels as a risk factor for hypocalcaemia. Clinicians should carefully monitor initial serum calcium levels and screen for signs of hypocalcaemia in patients receiving denosumab who demonstrate elevated serum ALP levels.
Keyphrases
  • risk factors
  • bone mineral density
  • machine learning
  • high glucose
  • deep learning
  • diabetic rats
  • giant cell
  • drug induced
  • oxidative stress
  • loop mediated isothermal amplification
  • endothelial cells
  • label free
  • single cell