Cover Image

Simulation-based Inference for Cardiovascular Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wehenkel, Antoine, Manduchi, Laura, Behrmann, Jens, Pegolotti, Luca, Miller, Andrew C., Sapiro, Guillermo, Sener, Ozan, Cuturi, Marco, Jacobsen, Jörn-Henrik
Format:	Preprint
Published:	2023
Subjects:	Machine Learning Quantitative Methods
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Leveraging Cardiovascular Simulations for In-Vivo Prediction of Cardiac Biomarkers
by: Manduchi, Laura, et al.
Published: (2024)

Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
by: Wehenkel, Antoine, et al.
Published: (2024)

Assessment of Simulation-based Inference Methods for Stochastic Compartmental Models in Epidemiological Research
by: Wieland, Vincent, et al.
Published: (2025)

Inferring Optical Tissue Properties from Photoplethysmography using Hybrid Amortized Inference
by: Behrmann, Jens, et al.
Published: (2025)

Assessing High-Order Links in Cardiovascular and Respiratory Networks via Static and Dynamic Information Measures
by: Mijatovic, Gorana, et al.
Published: (2024)

How Light Reshapes the Mind. An Active Inference Framework for the Cognitive and Emotional Effects of Indoor Lighting
by: Possati, Luca M.
Published: (2026)

Modeling principles for a physiology-based whole-body model of human metabolism
by: Blicher, Laura Hjort, et al.
Published: (2024)

Cardiovascular-Kidney-Metabolic Health: Insights from Wearables and Blood Biomarkers
by: Esmaeilpour, Zeinab, et al.
Published: (2026)

Differentiating Physical and Psychological Stress Using Wearable Physiological Signals and Salivary Cortisol
by: Kaya, Ozan, et al.
Published: (2026)

A Comprehensive Guide to Simulation-based Inference in Computational Biology
by: Wang, Xiaoyu, et al.
Published: (2024)

Infrared Microscopy of Biochemistry and Metabolism in Single Living Eukaryotic Cells
by: Quaroni, Luca
Published: (2025)

Clustering Analysis of Long-term Cardiovascular Complications in COVID-19 Patients
by: Sadegh-Zadeh, Seyed Ali, et al.
Published: (2025)

Investigating High-Order Behaviors in Multivariate Cardiovascular Interactions via Nonlinear Prediction and Information-Theoretic Tools
by: Barà, Chiara, et al.
Published: (2025)

Dynamical Inference of Cell Size Regulation Parameters
by: Nieto, Cesar, et al.
Published: (2025)

Evaluating infectious disease forecasts in a cost-loss situation
by: Gerlee, Philip, et al.
Published: (2026)

How to disentangle psychobiological stress reactivity and recovery: A comparison of model-based and non-compartmental analyses of cortisol concentrations
by: Miller, Robert, et al.
Published: (2017)

GRIMM: Genetic stRatification for Inference in Molecular Modeling
by: Babjac, Ashley, et al.
Published: (2026)

Comparing AI versus Optimization Workflows for Simulation-Based Inference of Spatial-Stochastic Systems
by: Ramirez-Sierra, Michael A., et al.
Published: (2024)

Reduced-Precision Stochastic Simulation for Mathematical Biology
by: Kimpson, Tom, et al.
Published: (2026)

A Real-Time Digital Twin for Type 1 Diabetes using Simulation-Based Inference
by: Hoang, Trung-Dung, et al.
Published: (2025)

Design of radiotelemetry systems for animal tracking
by: Kazimierski, Laila, et al.
Published: (2025)

Simulation-based inference of yeast centromeres
by: Touron, Eloïse, et al.
Published: (2025)

Facilitating bootstrapped and rarefaction-based microbiome diversity analysis with q2-boots
by: Raspet, Isaiah, et al.
Published: (2024)

Ultra-large library screening with an evolutionary algorithm in Rosetta (REvoLd)
by: Eisenhuth, Paul, et al.
Published: (2024)

Predicting the electroporated tissue area trajectory in Electroporation-based protocol optimization
by: Marshall, Guillermo, et al.
Published: (2024)

Comparing Bayesian and Frequentist Inference in Biological Models: A Comparative Analysis of Accuracy, Uncertainty, and Identifiability
by: Mohammed, Mohammed A. Y., et al.
Published: (2025)

Beyond Bayesian Inference: The Correlation Integral Likelihood Framework and Gradient Flow Methods for Deterministic Sampling
by: Gwiazda, Piotr, et al.
Published: (2025)

A Protocol to Exposure Path Analysis for Multiple Stressors Associated with Cardiovascular Disease Risk: A Novel Approach Using NHANES Data
by: Liu, Jiangling, et al.
Published: (2025)

Adding a Storage Pool improves 3-PG Tree-ring Simulations
by: Wang, Yanfang, et al.
Published: (2025)

Physiological and Transcriptional Responses of Arabidopsis thaliana to Simulated Lunar and Martian Regolith Substrates
by: Buckner, A'nya, et al.
Published: (2025)

Modelling phenology using ordered categorical generalized additive models
by: Miller, David L
Published: (2025)

Machine Learning Models for the Identification of Cardiovascular Diseases Using UK Biobank Data
by: Islam, Sheikh Mohammed Shariful, et al.
Published: (2024)

The Impact of Heatwaves on Population Health: A Large Language Model-Enhanced Agent-Based Simulation
by: Liu, Yuanhao, et al.
Published: (2026)

SimAQ: Mitigating Experimental Artifacts in Soft X-Ray Tomography using Simulated Acquisitions
by: Egebjerg, Jacob, et al.
Published: (2025)

Dynamical network stability analysis of multiple biological ages provides a framework for understanding the aging process
by: Pridham, Glen, et al.
Published: (2023)

Fast uncovering of protein sequence diversity from structure
by: Silva, Luca Alessandro, et al.
Published: (2024)

MOSAIC: Codon Harmonization of Monte Carlo-Based Simulated Annealing for Linked Codons in Heterologous Protein Expression
by: Jeong, Yoonho, et al.
Published: (2025)

Hillclimb-Causal Inference: A Data-Driven Approach to Identify Causal Pathways Among Parental Behaviors, Genetic Risk, and Externalizing Behaviors in Children
by: Wei, Mengman, et al.
Published: (2025)

Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-squares
by: Poggi, Aurora, et al.
Published: (2025)

Inferring and predicting Fried physical frailty phenotype deficits
by: Pridham, Glen, et al.
Published: (2025)