9 citations · 29 across the 8 of their papers we have counts for
6 papers · 1 filter
Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability
Sergey V. Kovalchuk, Georgy D. Kopanitsa, Ilia V. Derevitskii +1
The paper presents an approach for building consistent and applicable clinical decision support systems (CDSSs) using a data-driven predictive model aimed at resolving the problem…
Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis
Tesfamariam M Abuhay, Yemisrach G Getinet, Oleg G Metsker +2
Healthcare systems are challenged to deliver high-quality and efficient care. Studying patient flow in a hospital is particularly fundamental as it demonstrates effectiveness and e…
Automated Spelling Correction for Clinical Text Mining in Russian
Ksenia Balabaeva, Anastasia Funkner, Sergey Kovalchuk
The main goal of this paper is to develop a spell checker module for clinical text in Russian. The described approach combines string distance measure algorithms with technics of m…
Negation Detection for Clinical Text Mining in Russian
Anastasia Funkner, Ksenia Balabaeva, Sergey Kovalchuk
Developing predictive modeling in medicine requires additional features from unstructured clinical texts. In Russia, there are no instruments for natural language processing to cop…
Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: application to evolutionary modeling of clinical pathways
Anastasia A. Funkner, Aleksey N. Yakovlev, Sergey V. Kovalchuk
The paper proposes and investigates an approach for surrogate-assisted performance prediction of data-driven knowledge discovery algorithms. The approach is based on the identifica…
The Atrial Fibrillation Risk Score for Hyperthyroidism Patients
Ilya V. Derevitskii, Daria A. Savitskaya, Alina Y. Babenko +1
Thyrotoxicosis (TT) is associated with an increase in both total and cardiovascu-lar mortality. One of the main thyrotoxicosis risks is Atrial Fibrillation (AF). Right AF predicts…