Copertina

A comparison of regression models for static and dynamic prediction of a prognostic outcome during admission in electronic health care records

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Gao, Shan, Albu, Elena, Putter, Hein, Stijnen, Pieter, Rademakers, Frank, Cossey, Veerle, Debaveye, Yves, Janssens, Christel, Van Calster, Ben, Wynants, Laure
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Applications
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Comparison of static and dynamic random forests models for EHR data in the presence of competing risks: predicting central line-associated bloodstream infection
di: Albu, Elena, et al.
Pubblicazione: (2024)

Comparing methods for handling missing data in electronic health records for dynamic risk prediction of central-line associated bloodstream infection
di: Gao, Shan, et al.
Pubblicazione: (2025)

missForestPredict -- Missing data imputation for prediction settings
di: Albu, Elena, et al.
Pubblicazione: (2024)

Challenges and recommendations for Electronic Health Records data extraction and preparation for dynamic prediction modelling in hospitalized patients -- a practical guide
di: Albu, Elena, et al.
Pubblicazione: (2025)

Letter to the editor: The use of fast approximate random forests using subsampling (rfsrc.fast) does not support the conclusion on sample sizes needed for random survival forests
di: Elena Albu, et al.
Pubblicazione: (2024)

The fundamental problem of risk prediction for individuals: health AI, uncertainty, and personalized medicine
di: Barreñada, Lasai, et al.
Pubblicazione: (2025)

Clustered Flexible Calibration Plots For Binary Outcomes Using Random Effects Modeling
di: Barreñada, Lasai, et al.
Pubblicazione: (2025)

Non-parametric estimation of transition intensities in interval censored Markov multi-state models without loops
di: Gomon, Daniel, et al.
Pubblicazione: (2024)

A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study
di: Zoë S. Dunias, et al.
Pubblicazione: (2024)

OC15.02: Development, validation and comparison of models predicting outcomes in pregnancies of unknown location using regression and machine learning models
di: C. Kyriacou, et al.
Pubblicazione: (2024)

Bayesian sample size calculations for external validation studies of risk prediction models
di: Sadatsafavi, Mohsen, et al.
Pubblicazione: (2025)

The expected value of sample information calculations for external validation of risk prediction models
di: Sadatsafavi, Mohsen, et al.
Pubblicazione: (2024)

OP06.01: Head‐to‐head comparisons of RMI and ADNEX model to diagnose ovarian malignancy: systematic review and meta‐analysis
di: L. Barreñada, et al.
Pubblicazione: (2024)

A height-zero type result for blocks of solvable groups
di: Cossey, James P.
Pubblicazione: (2026)

The continuous net benefit: Assessing the clinical utility of prediction models when informing a continuum of decisions
di: Benitez-Aurioles, Jose, et al.
Pubblicazione: (2024)

SUrvival Control Chart EStimation Software in R: the success package
di: Gomon, Daniel, et al.
Pubblicazione: (2023)

Smooth Hazards With Multiple Time Scales
di: Angela Carollo, et al.
Pubblicazione: (2024)

The road to hell is paved with good intentions: A review and research agenda on rebound effects and win–win strategies
di: Jozef Cossey, et al.
Pubblicazione: (2026)

Routine 36‐week scan: prediction of prolonged neonatal intensive care unit admission
di: A. Arechvo, et al.
Pubblicazione: (2025)

Competing risks models with two time scales
di: Carollo, Angela, et al.
Pubblicazione: (2024)

TwoTimeScales: An R-package for Smoothing Hazards with Two Time Scales
di: Carollo, Angela, et al.
Pubblicazione: (2026)

Discrimination performance in illness-death models with interval-censored disease data
di: Spreafico, Marta, et al.
Pubblicazione: (2025)

The causal interpretation of acceleration factors
di: Brathovde, Mari, et al.
Pubblicazione: (2024)

Smooth hazards with multiple time scales
di: Carollo, Angela, et al.
Pubblicazione: (2023)

Model Validation for Survival Analysis by Smoothed Predictive Likelihood
di: Chengyuan Lu, et al.
Pubblicazione: (2025)

Automation and collective agreements
di: Sabrina Genz, et al.
Pubblicazione: (2026)

Performance evaluation of predictive AI models to support medical decisions: Overview and guidance
di: Van Calster, Ben, et al.
Pubblicazione: (2024)

Design, construction, and validation of obstetric risk classification systems to predict intensive care unit admission
di: Fabiano Miguel Soares, et al.
Pubblicazione: (2024)

Pharmacogenomic variation and sedation outcomes during early intensive care unit admission: A pragmatic study
di: Moataz E. Mohamed, et al.
Pubblicazione: (2024)

Vector fields and admissible embeddings for quiver moduli
di: Belmans, Pieter, et al.
Pubblicazione: (2023)

Emergency medicine transformation to improve hospital admissions and patient outcomes: Emergency ambulatory care model in Hong Kong
di: Shin Yan Man, et al.
Pubblicazione: (2025)

Ethnic‐based score differences and differential prediction of various cognitive and noncognitive admissions instruments in higher education
di: Pieter M. van Lamoen, et al.
Pubblicazione: (2024)

Nuclear penalized multinomial regression with an application to predicting at bat outcomes in baseball
di: Powers, Scott, et al.
Pubblicazione: (2017)

A decomposition of Fisher's information to inform sample size for developing fair and precise clinical prediction models -- part 1: binary outcomes
di: Riley, Richard D, et al.
Pubblicazione: (2024)

Variable selection via fused sparse-group lasso penalized multi-state models incorporating molecular data
di: Miah, Kaya, et al.
Pubblicazione: (2024)

Does admission to intensive care post total joint arthroplasty result in poorer outcomes 12‐months after surgery?
di: Veronique Price, et al.
Pubblicazione: (2024)

Understanding overfitting in random forest for probability estimation: a visualization and simulation study
di: Barreñada, Lasai, et al.
Pubblicazione: (2024)

Analysis of admissions to intensive care units that could be supported on an intermediate care unit
di: Jérôme Tack, et al.
Pubblicazione: (2024)

Polarization of an electron scattered by static potentials
di: Peng, Hao-Hao, et al.
Pubblicazione: (2024)

Federated mixed effects logistic regression based on one-time shared summary statistics
di: Limpoco, Marie Analiz April, et al.
Pubblicazione: (2024)