Copertina

Salvaging Forbidden Treasure in Medical Data: Utilizing Surrogate Outcomes and Single Records for Rare Event Modeling

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Yin, Xiaohui, Sacco, Shane, Aseltine, Robert H., Wang, Fei, Chen, Kun
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Methodology Machine Learning Applications
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Tree-Guided Rare Feature Selection and Logic Aggregation with Electronic Health Records Data
di: Chen, Jianmin, et al.
Pubblicazione: (2022)

Direct-Assisted Bayesian Unit-level Modeling for Small Area Estimation of Rare Event Prevalence
di: McGovern, Alana, et al.
Pubblicazione: (2024)

Backward Joint Model for the Joint Dynamic Prediction of Time-to-Event and Longitudinal Data: Basic Formulation and New Developments
di: Li, Wenhao, et al.
Pubblicazione: (2023)

Statistical Design of Pragmatic Trials Using Electronic Health Record Data when Outcome Assessments are Uncontrolled and Irregular
di: Bobb, Jennifer F., et al.
Pubblicazione: (2026)

A Flexible Model for Record Linkage
di: Robach, Kayané, et al.
Pubblicazione: (2024)

A Semiparametric Quantile Single-Index Model for Zero-Inflated Outcomes
di: Wang, Zirui, et al.
Pubblicazione: (2025)

Evaluation of Surrogate Endpoints Based on Meta-Analysis with Surrogate Indices
di: Stijven, Florian, et al.
Pubblicazione: (2025)

A Joint Model of Longitudinal CVD Risk Factors, Medication Use, and Time-to-Terminal Events
di: Aghabazaz, Zeynab, et al.
Pubblicazione: (2025)

Correcting for Missing Data When Evaluating Surrogate Markers in a Clinical Trial
di: Lotspeich, Sarah C., et al.
Pubblicazione: (2026)

Modeling Extreme Events: Univariate and Multivariate Data-Driven Approaches
di: Buriticá, Gloria, et al.
Pubblicazione: (2024)

Bias in Meta-Analytic Modeling of Surrogate Endpoints in Cancer Screening Trials
di: Long, James P., et al.
Pubblicazione: (2025)

Fragility Index for Time-to-Event Endpoints in Single-Arm Clinical Trials
di: Maity, Arnab Kumar, et al.
Pubblicazione: (2024)

Single Changepoint Procedures
di: Lund, Robert, et al.
Pubblicazione: (2025)

Generalized Heterogeneous Functional Model with Applications to Large-scale Mobile Health Data
di: Sun, Xiaojing, et al.
Pubblicazione: (2025)

Adaptive Weighting for Time-to-Event Continual Reassessment Method: Improving Safety in Phase I Dose-Finding Through Data-Driven Delay Distribution Estimation
di: Amevor, Robert, et al.
Pubblicazione: (2026)

Assumption-Lean Post-Integrated Inference with Surrogate Control Outcomes
di: Du, Jin-Hong, et al.
Pubblicazione: (2024)

Cure Rate Joint Model for Time-to-Event Data and Longitudinal Tumor Burden with Potential Change Points
di: Qu, Yixiang, et al.
Pubblicazione: (2025)

X-chromosome Multilocus Association Studies for Common and Rare Variants
di: Bai, Ruilin, et al.
Pubblicazione: (2025)

Age-Specific Logistic Regression with Complex Event Time Data
di: Haoxuan, et al.
Pubblicazione: (2026)

A Direct Importance Sampling-based Framework for Rare Event Uncertainty Quantification in Non-Gaussian Spaces
di: Eshra, Elsayed, et al.
Pubblicazione: (2024)

A Multivariate Multilevel Longitudinal Functional Model for Repeatedly Observed Human Movement Data
di: Gunning, Edward, et al.
Pubblicazione: (2024)

Temporal Models for Demographic and Global Health Outcomes in Multiple Populations: Introducing the Normal-with-Optional-Shrinkage Data Model Class
di: Alkema, Leontine, et al.
Pubblicazione: (2024)

A Bayesian Approach to Modeling Variance of Intensive Longitudinal Biomarker Data as a Predictor of Health Outcomes
di: Yu, Mingyan, et al.
Pubblicazione: (2024)

Surrogate modeling with functional nonlinear autoregressive models (F-NARX)
di: Schär, Styfen, et al.
Pubblicazione: (2024)

A Bayesian Prevalence Incidence Cure model for estimating survival using Electronic Health Records with incomplete baseline diagnoses
di: Pitt, Matilda, et al.
Pubblicazione: (2026)

Evaluating Binary Outcome Classifiers Estimated from Survey Data
di: Wadekar, Adway S., et al.
Pubblicazione: (2023)

Inverse Probability Weighting for Recurrent Event Models
di: Sun, Jiren, et al.
Pubblicazione: (2025)

Diagnostics for Regression Models with Semicontinuous Outcomes
di: Yang, Lu
Pubblicazione: (2024)

Simulated Intervention on Cross-Sectional Nested Data: Development of a Multilevel NIRA Approach
di: Wu, Yiming, et al.
Pubblicazione: (2025)

Generalizing Trimming Bounds for Endogenously Missing Outcome Data Using Random Forests
di: Samii, Cyrus, et al.
Pubblicazione: (2023)

Bayesian Record Linkage with Variables in One File
di: Kamat, Gauri, et al.
Pubblicazione: (2023)

Modeling Event Dynamics by Self-Exciting Processes with Random Memory
di: Peng, K. Ken, et al.
Pubblicazione: (2026)

Skewed Pivot-Blend Modeling with Applications to Semicontinuous Outcomes
di: She, Yiyuan, et al.
Pubblicazione: (2024)

Inference for Heterogeneous Graphical Models using Doubly High-Dimensional Linear-Mixed Models
di: Yue, Kun, et al.
Pubblicazione: (2024)

RISE: Two-Stage Rank-Based Identification of High-Dimensional Surrogate Markers Applied to Vaccinology
di: Hughes, Arthur, et al.
Pubblicazione: (2025)

Subtype-Aware Registration of Longitudinal Electronic Health Records
di: Gai, Xin, et al.
Pubblicazione: (2025)

A Novel Exact Inference Approach for Log-Logistic Reliability Functions with Applications to Time-to-Event Data
di: Liu, Bowen, et al.
Pubblicazione: (2026)

Small Area Estimation Methods for Multivariate Health and Demographic Outcomes using Complex Survey Data
di: Schumacher, Austin E, et al.
Pubblicazione: (2025)

Evaluating the Surrogate Index as a Decision-Making Tool Using 200 A/B Tests at Netflix
di: Zhang, Vickie, et al.
Pubblicazione: (2023)

Causal Inference for Genomic Data with Multiple Heterogeneous Outcomes
di: Du, Jin-Hong, et al.
Pubblicazione: (2024)