@ARTICLE{Jędrzejczak_Krystian_Current_2025,
 author={Jędrzejczak, Krystian and Ciszek, Bogdan and Bissell, Malenka M and Orciuch, Wojciech and Makowski, Łukasz},
 volume={vol. 46},
 number={No 2},
 pages={e91},
 journal={Chemical and Process Engineering: New Frontiers},
 howpublished={online},
 year={2025},
 publisher={Polish Academy of Sciences Committee of Chemical and Process Engineering},
 abstract={Background: In the 21st century, respiratory and cardiovascular diseases have become increasingly prevalent, posing significant challenges for healthcare systems. The growing incidence of these conditions has driven the adoption of advanced technologies, such as computer simulations and artificial intelligence (AI), to improve diagnostic accuracy and optimize treatment strategies. Methods: Mathematical equations used in chemical engineering to describe fluid dynamics can be adapted to model airflow in the respiratory system and blood flow in the circulatory system. Computational fluid dynamics (CFD) simulations, combined with modern medical imaging techniques, allow for the development of detailed 3D models of anatomical structures, enabling precise assessments of physiological functions. Results: The integration of AI and CFD models has significantly enhanced disease diagnosis and treatment planning. AI-driven algorithms facilitate automated image analysis, predictive modeling and real-time decision support, leading to improved patient outcomes. These technologies allow for early detection of abnormalities, personalized treatment approaches, and better risk assessment in clinical practice. Conclusions: Close collaboration between engineers and physicians is revolutionizing the medical field, opening new possibilities for diagnosing and managing respiratory and cardiovascular diseases. The continuous advancement of AI and computational modelling is transforming medicine, making healthcare more precise and efficient. Future research should focus on refining these technologies, ensuring their seamless integration into clinical practice to further enhance patient care.},
 title={Current trends in the application of CFD and Artificial Intelligence to simulate the behavior of respiratory and circulatory systems},
 type={Article},
 URL={http://www.journals.pan.pl/Content/135282/PDF/e91_rev.pdf},
 doi={10.24425/cpe.2025.153676},
 keywords={respiratory system, circulatory system, computational fluid dynamics, artificial intelligence, medical imaging},
}