EDITORIAL
Published on 05 Jul 2022
Editorial: Integration of Machine Learning and Computer Simulation in Solving Complex Physiological and Medical Questions
doi 10.3389/fphys.2022.949771
- 1,895 views
- 3 citations
- Frontiers in Physiology
- Computational Physiology and Medicine
- Research Topics
- Integration of Machine Learning and Computer Simulation in Solving Complex Physiological and Medical Questions
Integration of Machine Learning and Computer Simulation in Solving Complex Physiological and Medical Questions
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Articles
ORIGINAL RESEARCH
Published on 09 May 2022
Characterization and Valuation of the Uncertainty of Calibrated Parameters in Microsimulation Decision Models
doi 10.3389/fphys.2022.780917
- 1,837 views
- 6 citations
ORIGINAL RESEARCH
Published on 26 Jan 2022
An Evolutionary Algorithm to Personalize Stool-Based Colorectal Cancer Screening
doi 10.3389/fphys.2021.718276
- 1,644 views
- 2 citations
ORIGINAL RESEARCH
Published on 14 Oct 2021
The Use of Artificial Neural Networks to Forecast the Behavior of Agent-Based Models of Pathophysiology: An Example Utilizing an Agent-Based Model of Sepsis
doi 10.3389/fphys.2021.716434
- 2,194 views
- 14 citations
ORIGINAL RESEARCH
Published on 06 Sep 2021
Artificial Intelligence May Predict Early Sepsis After Liver Transplantation
doi 10.3389/fphys.2021.692667
- 2,999 views
- 9 citations
ORIGINAL RESEARCH
Published on 01 Sep 2021
Estimation of Subglottal Pressure, Vocal Fold Collision Pressure, and Intrinsic Laryngeal Muscle Activation From Neck-Surface Vibration Using a Neural Network Framework and a Voice Production Model
doi 10.3389/fphys.2021.732244
- 4,469 views
- 16 citations
ORIGINAL RESEARCH
Published on 02 Aug 2021
Extracting the Auditory Attention in a Dual-Speaker Scenario From EEG Using a Joint CNN-LSTM Model
doi 10.3389/fphys.2021.700655
- 4,367 views
- 25 citations
ORIGINAL RESEARCH
Published on 16 Jul 2021
Bayesian Physics-Based Modeling of Tau Propagation in Alzheimer's Disease
doi 10.3389/fphys.2021.702975
- 4,654 views
- 24 citations
ORIGINAL RESEARCH
Published on 24 Jun 2021
Deep Learning Approaches to Surrogates for Solving the Diffusion Equation for Mechanistic Real-World Simulations
doi 10.3389/fphys.2021.667828
- 4,122 views
- 2 citations
METHODS
Published on 25 May 2021
BayCANN: Streamlining Bayesian Calibration With Artificial Neural Network Metamodeling
doi 10.3389/fphys.2021.662314
- 4,652 views
- 17 citations
ORIGINAL RESEARCH
Published on 19 May 2021
Utilizing the Heterogeneity of Clinical Data for Model Refinement and Rule Discovery Through the Application of Genetic Algorithms to Calibrate a High-Dimensional Agent-Based Model of Systemic Inflammation
doi 10.3389/fphys.2021.662845
- 2,208 views
- 23 citations
OPINION
Published on 06 Apr 2021
The Clinician's Guide to the Machine Learning Galaxy
doi 10.3389/fphys.2021.658583
- 2,819 views
- 6 citations
