Detection of anemic condition in patients from clinical markers and explainable artificial intelligence.

Journal: Technology and health care : official journal of the European Society for Engineering and Medicine
Published Date:

Abstract

BACKGROUND: Anaemia is a commonly known blood illness worldwide. Red blood cell (RBC) count or oxygen carrying capability being insufficient are two ways to describe anaemia. This disorder has an impact on the quality of life. If anaemia is detected in the initial stage, appropriate care can be taken to prevent further harm.

Authors

  • B S Dhruva Darshan
    Department of Biomedical Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Karnataka, India.
  • Niranjana Sampathila
    Department of Biomedical Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India. Electronic address: niranjana.s@manipal.edu.
  • Muralidhar G Bairy
    Department of Biomedical Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Karnataka, India.
  • Sushma Belurkar
    Haematology and Clinical Pathology Lab, Kasturba Medical College, Manipal Academy of Higher Education, Karnataka, India.
  • Srikanth Prabhu
    Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal 576104, India.
  • Krishnaraj Chadaga
    Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal 576104, India.