Non-Invasive Estimation of Hemoglobin Using a Multi-Model Stacking Regressor.

Journal: IEEE journal of biomedical and health informatics
Published Date:

Abstract

OBJECTIVE: We describe a novel machine-learning based method to estimate total Hemoglobin (Hb) using photoplethysmograms (PPGs) acquired non-invasively.

Authors

  • Soumyadipta Acharya
  • Dhivya Swaminathan
  • Sreetama Das
  • Krity Kansara
  • Sushovan Chakraborty
  • Dinesh Kumar R
  • Tony Francis
  • Kiran R Aatre