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Deep Neural Networks in the Diagnosis of Postoperative Complications of Acute Appendicitis

Deep Neural Networks in the Diagnosis of Postoperative Complications of Acute Appendicitis

Vladimir Gorbachenko
Copyright: © 2020 |Pages: 31
ISBN13: 9781799815815|ISBN10: 1799815811|ISBN13 Softcover: 9781799815822|EISBN13: 9781799815839
DOI: 10.4018/978-1-7998-1581-5.ch003
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MLA

Gorbachenko, Vladimir. "Deep Neural Networks in the Diagnosis of Postoperative Complications of Acute Appendicitis." Avatar-Based Control, Estimation, Communications, and Development of Neuron Multi-Functional Technology Platforms, edited by Vardan Mkrttchian, et al., IGI Global, 2020, pp. 35-65. https://doi.org/10.4018/978-1-7998-1581-5.ch003

APA

Gorbachenko, V. (2020). Deep Neural Networks in the Diagnosis of Postoperative Complications of Acute Appendicitis. In V. Mkrttchian, E. Aleshina, & L. Gamidullaeva (Eds.), Avatar-Based Control, Estimation, Communications, and Development of Neuron Multi-Functional Technology Platforms (pp. 35-65). IGI Global. https://doi.org/10.4018/978-1-7998-1581-5.ch003

Chicago

Gorbachenko, Vladimir. "Deep Neural Networks in the Diagnosis of Postoperative Complications of Acute Appendicitis." In Avatar-Based Control, Estimation, Communications, and Development of Neuron Multi-Functional Technology Platforms, edited by Vardan Mkrttchian, Ekaterina Aleshina, and Leyla Gamidullaeva, 35-65. Hershey, PA: IGI Global, 2020. https://doi.org/10.4018/978-1-7998-1581-5.ch003

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Abstract

Digital models are needed in medicine for diagnosis and prediction. Such models are especially needed in personalized medicine. In this area, it is necessary to evaluate and predict the patient's condition from a priori knowledge obtained from other patients. Therefore, a new direction of predictive medicine appeared. Predictive medicine, or “in silicon medicine” is the use of computer modeling and intelligent technologies in the diagnosis, treatment, and prevention of diseases. Using predictive medicine, the doctor can determine the likelihood of the development of certain diseases and choose the optimal treatment. Predictive medicine begins to be applied in surgery. The prognosis in surgery consists in the preoperative evaluation of various surgical interventions and in the evaluation of possible outcomes of surgical interventions.

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