AIMC Topic: Russia

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Automatic Extraction and Decryption of Abbreviations from Domain-Specific Texts.

Studies in health technology and informatics
This paper explores the problems of extraction and decryption of abbreviations from domain-specific texts in Russian. The main focus are unstructured electronic medical records which pose specific preprocessing problems. The major challenge is that t...

Regulation Modelling and Analysis Using Machine Learning During the Covid-19 Pandemic in Russia.

Studies in health technology and informatics
Due to the specific circumstances related to the COVID-19 pandemic, many countries have enforced emergency measures such as self-isolation and restriction of movement and assembly, which are also directly affecting the functioning of their respective...

Predicting the Aortic Aneurysm Postoperative Risks Based on Russian Integrated Data.

Studies in health technology and informatics
This article describes the results of feature extraction from unstructured medical records and prediction of postoperative complications for patients with thoracic aortic aneurysm operations using machine learning algorithms. The datasets from two di...

Gynecological Surgery and Machine Learning: Complications and Length of Stay Prediction.

Studies in health technology and informatics
In this study we are developing predictive models for a length of stay after a gynecological surgery, complications and the length of the surgery using machine learning methods. The study was performed with the data of patients with the diseases of t...

Survival Analysis of COVID-19 Patients in Russia Using Machine Learning.

Studies in health technology and informatics
The current pandemic can likely have several waves and will require a major effort to save lives and provide optimal treatment. The efficient clinical resource planning and efficient treatment require identification of risk groups and specific clinic...

Prediction of a Due Date Based on the Pregnancy History Data Using Machine Learning.

Studies in health technology and informatics
Prediction of a labor due date is important especially for the pregnancies with high risk of complications where a special treatment is needed. This is especially valid in the countries with multilevel health care institutions like Russia. In Russia ...

Negation Detection for Clinical Text Mining in Russian.

Studies in health technology and informatics
Developing predictive modeling in medicine requires additional features from unstructured clinical texts. In Russia, there are no instruments for natural language processing to cope with problems of medical records. This paper is devoted to a module ...

[Robot-assisted operations in vascular surgery].

Angiologiia i sosudistaia khirurgiia = Angiology and vascular surgery
The article contains a systematic review of the literature dedicated to vascular robot-assisted operations, also discussing the use of robotic technologies in vascular surgery, their advantages and disadvantages. In so doing, we studied the experienc...