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Cause-specific mortality prediction in older residents of São Paulo, Brazil: a machine learning approach.

Carla Ferreira do NascimentoHellen Geremias Dos SantosAndré Filipe de Moraes BatistaAlejandra Andrea Roman LayYeda Aparecida Oliveira DuarteAlexandre Dias Porto Chiavegatto Filho
Published in: Age and ageing (2021)
The algorithms had a high predictive performance for DRS, but lower for DCS and neoplasms. Mortality prediction with machine learning can improve clinical decisions especially regarding targeted preventive measures for older individuals.
Keyphrases
  • machine learning
  • artificial intelligence
  • cardiovascular events
  • community dwelling
  • big data
  • physical activity
  • middle aged
  • deep learning
  • risk factors
  • cancer therapy
  • type diabetes
  • drug delivery