Study of Functional And Instrumental Heterogeneity of the Problem of Assessing the Patients' Body State

A workload of doctors increases significantly every year due to the growing volume and variety of processed often atypical and ambiguous symptomatic information, information on the etiology, and pathogenesis of diseases. This often leads to fatal errors in assessing the patients' body state (diagnostic and prognostic). This work is devoted to the definition of specific features of the decomposition of the problem of assessing the patients' body state and assessing the functional heterogeneity of the problem. We also presented the results of the choice of basic methods for solving tasks from the structure of such problems as well as the results of the selection of autonomous methods for solving tasks from the decomposition of the problem under the study considered on the example of acute pancreatitis (assessment of instrumental heterogeneity).

Authors

Publication Details

Published
2024-11-13
DOI
https://doi.org/10.1109/summa64428.2024.10803724
Citations
1
Primary Topic
Healthcare Systems and Public Health
Type
article
Field-Weighted Citation Impact
0.39
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Study of Functional And Instrumental Heterogeneity of the Problem of Assessing the Patients' Body State

Alexander Luchko, Sophiya Rumovskaya, Sergey Listopad
1 citations
Healthcare Systems and Public Health
0.39
article

Study of Functional And Instrumental Heterogeneity of the Problem of Assessing the Patients' Body State

Alexander Luchko, Sophiya Rumovskaya, Sergey Listopad
article en
1 citations

Abstract

A workload of doctors increases significantly every year due to the growing volume and variety of processed often atypical and ambiguous symptomatic information, information on the etiology, and pathogenesis of diseases. This often leads to fatal errors in assessing the patients' body state (diagnostic and prognostic). This work is devoted to the definition of specific features of the decomposition of the problem of assessing the patients' body state and assessing the functional heterogeneity of the problem. We also presented the results of the choice of basic methods for solving tasks from the structure of such problems as well as the results of the selection of autonomous methods for solving tasks from the decomposition of the problem under the study considered on the example of acute pancreatitis (assessment of instrumental heterogeneity).

Gender equality
Openalex Percentile: Top 31%
Healthcare Systems and Public Health
0.39
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.