Correlation Analysis and Predictive Factors for Building a Mathematical Model : доклад, тезисы доклада

Описание

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: Computational Methods in Systems and Software 2023 (CoMeSySo2023); Zlín, Czech Republic; Zlín, Czech Republic

Год издания: 2024

Идентификатор DOI: 10.1007/978-3-031-54820-8_12

Ключевые слова: data set analysis, correlation analysis, neural network prediction, decision tree algorithm

Аннотация: The study, published in the journal Nature Medicine, looked at data on 1,000 people from China who were tracked over an average period of six years. The participants were divided into two groups: those who lived in areas with high levels of air pollution and those who lived in areas with low levels of air pollution. The study analyПоказать полностьюzed data on patients with lung cancer, including their age, gender, exposure to air pollution, alcohol consumption, dust allergy, occupational hazards, genetic risk, chronic lung disease, balanced diet, obesity, smoking, passive smoking, chest pain, cough, hemoptysis, fatigue, weight loss, shortness of breath, wheezing, difficulty swallowing, nail thickening and snoring.

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Издание

Журнал: Data Analytics in System Engineering

Выпуск журнала: 935, 4

Номера страниц: 129-141

Место издания: Springer Nature Switzerland

Персоны

  • Nelyub V. A. (Peter the Great St.Petersburg Polytechnic University)
  • Tynchenko V. S. (Siberian Federal University)
  • Gantimurov A. P. (Bauman Moscow State Technical University)
  • Degtyareva Kseniya V. (Reshetnev Siberian State University of Science and Technology)
  • Kukartseva O. I. (Reshetnev Siberian State University of Science and Technology)

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