Отрывок: 3. Each sign is compared with the occurrence probability of the characteristic in the interval where its value is located. The algorithm for calculating the certainty factor is constructed in such a way that it represents the iterative process where the coefficient is determined at each step with provision for new feature. Therefore, the coefficients { })(pmYKY are a series of numbers. If the disease is recognized, these series converge to the unit. The certainty factor is calcu...
Название : | Algorithms for individual assessment of future changes in heart condition |
Авторы/Редакторы : | A.S. Belyakova S.S. Sadykov D.G. Privezencev |
Ключевые слова : | algorithm individual prognosis heart disease |
Дата публикации : | 2018 |
Издательство : | Новая техника |
Библиографическое описание : | A.S. Belyakova. Algorithms for individual assessment of future changes in heart condition / A.S. Belyakova, S.S. Sadykov, D.G. Privezencev // Сборник трудов IV международной конференции и молодежной школы «Информационные технологии и нанотехнологии» (ИТНТ-2018) - Самара: Новая техника, 2018. - С.2458-2462. |
Аннотация : | The goal of the research is to develop and implement algorithms for individual assessment of possible changes of the heart condition in the future by means of software based on the results of previous examinations. The input data is presented by the results of cardiac examinations and individual patient parameters. In accordance with dynamics analysis results of the cardiac function changes, the mathematical models of diseases are elaborated. The certainty factor is calculated, demonstrating the probability of a patient having this disease. The testing of the proposed algorithm on the objects of the training and control samples is then performed. |
Описание : | Основная статья |
URI (Унифицированный идентификатор ресурса) : | http://repo.ssau.ru/handle/Informacionnye-tehnologii-i-nanotehnologii/Algorithms-for-individual-assessment-of-future-changes-in-heart-condition-69621 |
Другие идентификаторы : | Dspace\SGAU\20180518\69621 |
Располагается в коллекциях: | Информационные технологии и нанотехнологии |
Файлы этого ресурса:
Файл | Описание | Размер | Формат | |
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Algorithms for individual assessment of future changes in heart condition.pdf | Основная статья | 136.51 kB | Adobe PDF | Просмотреть/Открыть |
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