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Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences
Fueled by breakthrough technology developments, the biological, biomedical, and
behavioral sciences are now collecting more data than ever before. There is a critical need …
behavioral sciences are now collecting more data than ever before. There is a critical need …
Multiscale modeling meets machine learning: What can we learn?
Abstract Machine learning is increasingly recognized as a promising technology in the
biological, biomedical, and behavioral sciences. There can be no argument that this …
biological, biomedical, and behavioral sciences. There can be no argument that this …
[HTML][HTML] A computed tomography imaging-based subject-specific whole-lung deposition model
The respiratory tract is an important route for beneficial drug aerosol or harmful particulate
matter to enter the body. To assess the therapeutic response or disease risk, whole-lung …
matter to enter the body. To assess the therapeutic response or disease risk, whole-lung …
[PDF][PDF] Exploring the integration of informed machine learning in engineering applications: a comprehensive review
Integrating Artificial Intelligence (AI) and Machine Learning (ML) into mechanical
engineering catalyzes a transformative shift within Industry 4.0, offering unprecedented …
engineering catalyzes a transformative shift within Industry 4.0, offering unprecedented …
Multiscale Modeling of Respiratory Transport Phenomena and Intersubject Variability
Our understanding of respiratory flow phenomena has been consolidated over decades with
the exploration of in vitro and in silico canonical models that underscore the multiscale fluid …
the exploration of in vitro and in silico canonical models that underscore the multiscale fluid …
Machine learning-based prediction of relative regional air volume change from healthy human lung CTS
Abstract Machine learning is widely used in various academic fields, and recently it has
been actively applied in the medical research. In the medical field, machine learning is used …
been actively applied in the medical research. In the medical field, machine learning is used …
An imaging-based subject-specific whole-lung deposition model and its applications
X Zhang - 2023 - search.proquest.com
Particles, both harmful and therapeutic, can be inhaled into the respiratory tracts and
deposited throughout the airways. Regional particle deposition in the human respiratory …
deposited throughout the airways. Regional particle deposition in the human respiratory …
Integrating machine learning and multiscale modeling-perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences.
Fueled by breakthrough technology developments, the biological, biomedical, and
behavioral sciences are now collecting more data than ever before. There is a critical need …
behavioral sciences are now collecting more data than ever before. There is a critical need …