Cargando…

Bayesian Data Assimilation to Support Informed Decision Making in Individualized Chemotherapy

An essential component of therapeutic drug/biomarker monitoring (TDM) is to combine patient data with prior knowledge for model‐based predictions of therapy outcomes. Current Bayesian forecasting tools typically rely only on the most probable model parameters (maximum a posteriori (MAP) estimate). T...

Descripción completa

Detalles Bibliográficos
Autores principales:	Maier, Corinna, Hartung, Niklas, de Wiljes, Jana, Kloft, Charlotte, Huisinga, Wilhelm
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	John Wiley and Sons Inc. 2020
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7080550/ https://www.ncbi.nlm.nih.gov/pubmed/31905420 http://dx.doi.org/10.1002/psp4.12492

Ejemplares similares

Reinforcement learning and Bayesian data assimilation for model‐informed precision dosing in oncology
por: Maier, Corinna, et al.
Publicado: (2021)

A continued learning approach for model‐informed precision dosing: Updating models in clinical practice
por: Maier, Corinna, et al.
Publicado: (2021)

Cell‐level systems biology model to study inflammatory bowel diseases and their treatment options
por: Stübler, Sabine, et al.
Publicado: (2023)

Towards Model-Informed Precision Dosing of Voriconazole: Challenging Published Voriconazole Nonlinear Mixed-Effects Models with Real-World Clinical Data
por: Kluwe, Franziska, et al.
Publicado: (2023)

Role of renal function in risk assessment of target non-attainment after standard dosing of meropenem in critically ill patients: a prospective observational study
por: Ehmann, Lisa, et al.
Publicado: (2017)

Deriving mechanism‐based pharmacodynamic models by reducing quantitative systems pharmacology models: An application to warfarin
por: Falkenhagen, Undine, et al.
Publicado: (2023)

A prognostic baseline blood biomarker and tumor growth kinetics integrated model in paclitaxel/platinum treated advanced non‐small cell lung cancer patients
por: Ojara, Francis Williams, et al.
Publicado: (2023)

Nonlinear pharmacokinetics of therapeutic proteins resulting from receptor mediated endocytosis
por: Krippendorff, Ben-Fillippo, et al.
Publicado: (2009)

C-Reactive Protein as an Early Predictor of Efficacy in Advanced Non-Small-Cell Lung Cancer Patients: A Tumor Dynamics-Biomarker Modeling Framework
por: Nassar, Yomna M., et al.
Publicado: (2023)

Nonparametric goodness‐of‐fit testing for parametric covariate models in pharmacometric analyses
por: Hartung, Niklas, et al.
Publicado: (2021)

Translational Pharmacometric Evaluation of Typical Antibiotic Broad‐Spectrum Combination Therapies Against Staphylococcus Aureus Exploiting In Vitro Information
por: Wicha, SG, et al.
Publicado: (2017)

Probabilistic forecasting and Bayesian data assimilation
por: Reich, Sebastian, et al.
Publicado: (2015)

Physiology-based toxicokinetic modelling of aluminium in rat and man
por: Hethey, Christoph, et al.
Publicado: (2021)

Semimechanistic Clearance Models of Oncology Biotherapeutics and Impact of Study Design: Cetuximab as a Case Study
por: Grisic, Ana‐Marija, et al.
Publicado: (2020)

Bayesian decision-making under stress-preserved weighting of prior and likelihood information
por: Trapp, Sabrina, et al.
Publicado: (2020)

Development of a Model-Informed Dosing Tool to Optimise Initial Antibiotic Dosing—A Translational Example for Intensive Care Units
por: Weinelt, Ferdinand Anton, et al.
Publicado: (2021)

Bayesian sequential data assimilation for COVID-19 forecasting
por: Daza-Torres, Maria L., et al.
Publicado: (2022)

Information Avoidance in Decision Making: Do the Reasons Vary by Age?
por: Deng, Stephanie, et al.
Publicado: (2020)

Which Analysis Approach Is Adequate to Leverage Clinical Microdialysis Data? A Quantitative Comparison to Investigate Exposure and Response Exemplified by Levofloxacin
por: Busse, David, et al.
Publicado: (2021)

Data assimilation and multisource decision-making in systems biology based on unobtrusive Internet-of-Things devices
por: Tang, Wei-Hua, et al.
Publicado: (2018)

Dwarfs on the Shoulders of Giants: Bayesian Analysis With Informative Priors in Elite Sports Research and Decision Making
por: Hecksteden, Anne, et al.
Publicado: (2022)

Bayesian Decision Making in Human Collectives with Binary Choices
por: Eguíluz, Víctor M., et al.
Publicado: (2015)

A Bayesian Attractor Model for Perceptual Decision Making
por: Bitzer, Sebastian, et al.
Publicado: (2015)

Quantum-Like Bayesian Networks for Modeling Decision Making
por: Moreira, Catarina, et al.
Publicado: (2016)

Doubly Bayesian Analysis of Confidence in Perceptual Decision-Making
por: Aitchison, Laurence, et al.
Publicado: (2015)

Bayesian Framework to Augment Tumor Board Decision Making
por: Pasetto, Stefano, et al.
Publicado: (2021)

Cell Decision Making through the Lens of Bayesian Learning
por: Barua, Arnab, et al.
Publicado: (2023)

Decision Support Modeling: Data Assimilation, Uncertainty Quantification, and Strategic Abstraction
por: Doherty, John, et al.
Publicado: (2019)

Model-Informed Target Morning 17α-Hydroxyprogesterone Concentrations in Dried Blood Spots for Pediatric Congenital Adrenal Hyperplasia Patients
por: Stachanow, Viktoria, et al.
Publicado: (2023)

Integration of individual and social information for decision-making in groups of different sizes
por: Park, Seongmin A., et al.
Publicado: (2017)

Surrogate decision making of chemotherapy consent: do we really provide informed consent of chemotherapy for patients?
por: Kwon, Jung Hye, et al.
Publicado: (2019)

Evaluation of a Meropenem and Piperacillin Monitoring Program in Intensive Care Unit Patients Calls for the Regular Assessment of Empirical Targets and Easy-to-Use Dosing Decision Tools
por: Weinelt, Ferdinand Anton, et al.
Publicado: (2022)

Bayesian LASSO, Scale Space and Decision Making in Association Genetics
por: Pasanen, Leena, et al.
Publicado: (2015)

A Biased Bayesian Inference for Decision-Making and Cognitive Control
por: Matsumori, Kaosu, et al.
Publicado: (2018)

Optimization of anesthetic decision-making in ERAS using Bayesian network
por: Chen, Yuwen, et al.
Publicado: (2022)

Decision-making and the information system
por: Salles, Maryse
Publicado: (2015)

Reproductive decision-making in the context of hereditary cancer: the effects of an online decision aid on informed decision-making
por: Reumkens, Kelly, et al.
Publicado: (2020)

Bayesian Data Assimilation of Temperature Dependence of Solid–Liquid Interfacial Properties of Nickel
por: Nagatsuma, Yuhi, et al.
Publicado: (2021)

Information quality in information fusion and decision making
por: Bossé, Éloi, et al.
Publicado: (2019)

Exploring Dried Blood Spot Cortisol Concentrations as an Alternative for Monitoring Pediatric Adrenal Insufficiency Patients: A Model-Based Analysis
por: Stachanow, Viktoria, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_7c5v5btp6j56rc0mfk2ccqbb3b