AIMC Topic: Russia
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Hepatitis C Virus Saint Petersburg Variant Detection With Machine Learning Methods.
Journal of medical virology
Feb 1, 2025
Hepatitis C virus infection is a significant global health concern, affecting millions worldwide. Although direct-acting antivirals achieve over 90% success rate, treatment failures still occur, particularly when pan-genotypic DAAs are unavailable, a...
Knowledge Base Prototype Creating with Using Interdisciplinary Metathesaurus.
Studies in health technology and informatics
Aug 22, 2024
This article presents our experience in development an ontological model can be used in clinical decision support systems (CDSS) creating. We have used the largest international biomedical terminological metathesaurus the Unified Medical Language Sys...
[An overview of investments in the development of the Russian Medtech market and the prospects for the impact of digitalization in medicine on the economic performance of companies until 2030].
Problemy sotsial'noi gigieny, zdravookhraneniia i istorii meditsiny
Jun 1, 2024
Today, the topic of digitalization, the introduction of innovations based on Big Data, the complexity of technologies due to the introduction of artificial intelligence in medicine and healthcare is one of the most relevant in this industry, undoubte...
Time Series Forecasting of Cardiovascular Mortality: Machine Learning Based on State Economic and Local Medical Data.
Studies in health technology and informatics
May 23, 2024
This study focuses on the complex interplay of healthcare, economic factors, and population dynamics, addressing a research gap in regional-level models that integrate diverse features within a temporal framework. Our primary objective is to develop ...
[The use of artificial intelligence in modern dentistry in the Russian Federation].
Stomatologiia
Jan 1, 2024
OBJECTIVE: The aim of the study is to identify the prospects and possibilities of using artificial intelligence (AI) and domestic software in the provision of organization dental care in the Russian Federation.
Diabetic Retinopathy Diagnosis based on Convolutional Neural Network in the Russian Population: A Multicenter Prospective Study.
Current diabetes reviews
Jan 1, 2024
BACKGROUND: Diabetic retinopathy is the most common complication of diabetes mellitus and is one of the leading causes of vision impairment globally, which is also relevant for the Russian Federation.
Length of Stay Prediction in Neurosurgery with Russian GPT-3 Language Model Compared to Human Expectations.
Studies in health technology and informatics
Jan 14, 2022
Patients, relatives, doctors, and healthcare providers anticipate the evidence-based length of stay (LOS) prediction in neurosurgery. This study aimed to assess the quality of LOS prediction with the GPT3 language model upon the narrative medical rec...
[What worries people with multiple sclerosis in Russia? Semantic analysis of patient messages using artificial intelligence tools].
Zhurnal nevrologii i psikhiatrii imeni S.S. Korsakova
Jan 1, 2022
OBJECTIVE: To study the needs of patients suffering from multiple sclerosis (MS) in Russia.
Extraction of Temporal Structures for Clinical Events in Unlabeled Free-Text Electronic Health Records in Russian.
Studies in health technology and informatics
Nov 18, 2021
The important information about a patient is often stored in a free-form text to describe the events in the patient's medical history. In this work, we propose and evaluate a hybrid approach based on rules and syntactical analysis to normalise tempor...
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