9 citations · 19 across the 4 of their papers we have counts for
6 papers
Why Machine Learning Integrated Patient Flow Simulation?
Tesfamariam M. Abuhay, Adane Mamuye, Stewart Robinson +1
Patient flow analysis can be studied from a clinical and or operational perspective using simulation. Traditional statistical methods such as stochastic distribution methods have b…
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…
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…
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification
Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner +5
Complex systems' modeling and simulation are powerful ways to investigate a multitude of natural phenomena providing extended knowledge on their structure and behavior. However, en…