Studies in health technology and informatics
Oct 27, 2021
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...
Studies in health technology and informatics
Oct 27, 2021
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...
Studies in health technology and informatics
Oct 27, 2021
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...
Studies in health technology and informatics
May 27, 2021
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...
Studies in health technology and informatics
Sep 4, 2020
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...
Studies in health technology and informatics
Sep 4, 2020
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 ...
Studies in health technology and informatics
Jun 16, 2020
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 ...
Angiologiia i sosudistaia khirurgiia = Angiology and vascular surgery
Jan 1, 2020
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...
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