Microgravity has become the workplace for humans for the past 20 years in various fields. From repairing satellites in space to conducting microbiological research, working in space at zero gravity has been a regular field of operation for mankind for a long time now. Primarily from the standpoint of health, microgravity has adverse effects on humans. The microgravity experienced by astronauts during their expedition in space can cause a severe drop in bone density at a very rapid pace. In this paper, we have predicted the bone density drop ahead of time using different machine learning (ML) models applied to transformed terrestrial data.

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Prediction of Bone Mass Loss in Microgravity Using Machine Learning

  • P. Kauser Ahmed,
  • G. Sai Arunanshu,
  • G. H. S. V. Karthikeya

摘要

Microgravity has become the workplace for humans for the past 20 years in various fields. From repairing satellites in space to conducting microbiological research, working in space at zero gravity has been a regular field of operation for mankind for a long time now. Primarily from the standpoint of health, microgravity has adverse effects on humans. The microgravity experienced by astronauts during their expedition in space can cause a severe drop in bone density at a very rapid pace. In this paper, we have predicted the bone density drop ahead of time using different machine learning (ML) models applied to transformed terrestrial data.