About this Research Topic
A wide set of experimental models has long been widely used in the field of biosciences, including a range of subject areas within physiology. Several important milestones have been achieved in the field thanks to their application, allowing scientists to develop concepts, technologies, and methodologies to better understand more complex living systems, including humans.
In addition to focusing on the many advantages of using several experimental models in the field of Computational Physiology and Medicine, this Research Topic also aims to shed light on the challenges and limitations that accompany their application. This collection covers, but is not limited to, the following models:
- Artificial Intelligence models for neuroscience applications and real time brain signal processing
- Artificial Intelligence models for cardiovascular engineering applications and real time monitoring of the cardiovascular system
- Complexity of markov state models of ion channels
- Fitting data to ion channel models
- Models for device-tissue interface
- Computational modeling for clinical prediction
- Regulatory considerations for model development
Manuscripts submitted to this Research Topic should be in line with the scope of the Computational Physiology and Medicine section. Several article types will be considered, please find more information here.
This Research Topic is part of the Experimental Models and Model Organisms series of Frontiers in Physiology. Other titles in this series include:
• Model Organisms and Experimental Models in Membrane Physiology and Membrane Biophysics: Opportunities and Challenges
• In Vitro Models: Opportunities and Challenges in Aquatic Physiology
• Animal Models and Transgenic Technology in Craniofacial Biology
• Advances in Pluripotent Stem Cell-Based in Vitro Models of the Human Heart for Cardiac Physiology, Disease Modeling and Clinical Applications
• Experimental Models and Model Organisms in Cardiac Electrophysiology: Opportunities and Challenges
• Model Organisms and Experimental Models: Opportunities and Challenges in Vascular Physiology Research
• Invertebrates as Model Organisms: Opportunities and Challenges in Physiology and Bioscience Research
• Experimental Models and Model Organisms: Opportunities and Challenges in Respiratory Physiology and Pathophysiology
In addition to focusing on the many advantages of using several experimental models in the field of Computational Physiology and Medicine, this Research Topic also aims to shed light on the challenges and limitations that accompany their application. This collection covers, but is not limited to, the following models:
- Artificial Intelligence models for neuroscience applications and real time brain signal processing
- Artificial Intelligence models for cardiovascular engineering applications and real time monitoring of the cardiovascular system
- Complexity of markov state models of ion channels
- Fitting data to ion channel models
- Models for device-tissue interface
- Computational modeling for clinical prediction
- Regulatory considerations for model development
Manuscripts submitted to this Research Topic should be in line with the scope of the Computational Physiology and Medicine section. Several article types will be considered, please find more information here.
This Research Topic is part of the Experimental Models and Model Organisms series of Frontiers in Physiology. Other titles in this series include:
• Model Organisms and Experimental Models in Membrane Physiology and Membrane Biophysics: Opportunities and Challenges
• In Vitro Models: Opportunities and Challenges in Aquatic Physiology
• Animal Models and Transgenic Technology in Craniofacial Biology
• Advances in Pluripotent Stem Cell-Based in Vitro Models of the Human Heart for Cardiac Physiology, Disease Modeling and Clinical Applications
• Experimental Models and Model Organisms in Cardiac Electrophysiology: Opportunities and Challenges
• Model Organisms and Experimental Models: Opportunities and Challenges in Vascular Physiology Research
• Invertebrates as Model Organisms: Opportunities and Challenges in Physiology and Bioscience Research
• Experimental Models and Model Organisms: Opportunities and Challenges in Respiratory Physiology and Pathophysiology
Keywords: Experimental Models, Methodology, Computational Physiology, Artificial Intelligence, Technology
Important Note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.
