Calculating Medication Dosage for Children with Machine Learning Techniques

  • Yiping Xu
  • Sali Ayse

Student thesis: Bachelor

Abstract

This thesis fouces on Machine Learning predition techniques when calculating pedicatric drug dosing. The selected study drug used in this thesis is Cefaclor, an antibiotic prescribed to both children and adults.It compares the results of traditional dosing and ML prediction dosing. Then do anlysis of the result and get conclusion of ML performance.

Date of Award2021-Jul-01
Original languageEnglish
SupervisorKamilla Klonowska (Supervisor) & Ola Johansson (Examiner)

Educational program

  • Bachelor programme in Computer Software Development

University credits

  • 15 HE credits

Swedish Standard Keywords

  • Computer Sciences (10201)

Keywords

  • machine learning
  • pediatric
  • algorithms
  • drug dosing
  • calculations

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