A Web‑Based System for Automated Assessment of Therapeutic Outcomes Using Hemato-logical Data
Gregory Bogdanov, Arseny Popov, Druck Safu, Vladimir Abozin, Mikhail Bogdanov, Elena Filippova, and Valentin V Fursov*
ABSTRACT
The study is devoted to the automation of assessing the effectiveness and individual tolerability of therapeutic interventions based on hematological parameters. The aim of the study is to devel-op an algorithm for processing histograms of blood cell size distributions to assist in the interpre-tation of cellular changes arising as a result of therapy. An algorithm for histogram analysis is proposed, enabling the identification of characteristic cellular phenomena. A specialized web-based application for the processing, storage, and systematization of patients’ hematological data has been developed. It is shown that the implementation of standardized and automated ap-proaches contributes to increased speed and quality of hematological research.
