Cover Image

Trajectory-informed graph-based clustering for longitudinal cancer subtyping

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cavinato, Lara, Rocchi, Marco, Viganò, Luca, Ieva, Francesca
Format:	Preprint
Published:	2026
Subjects:	Methodology Applications
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Penalized Likelihood Optimization for Adaptive Neighborhood Clustering in Time-to-Event Data with Group-Level Heterogeneity
by: Ragni, Alessandra, et al.
Published: (2026)

Modeling group heterogeneity in spatio-temporal data via physics-informed semiparametric regression
by: De Sanctis, Marco F., et al.
Published: (2025)

A neighbour selection approach for identifying differential networks in conditional functional graphical models
by: Mapelli, Alessia, et al.
Published: (2026)

Clustering Hierarchies via a Semi-Parametric Generalized Linear Mixed Model: a statistical significance-based approach
by: Ragni, Alessandra, et al.
Published: (2023)

Three Distributional Approaches for PM10 Assessment in Northern Italy
by: De Sanctis, Marco F., et al.
Published: (2025)

Hidden multistate models to study multimorbidity trajectories
by: Manzoni, Valentina, et al.
Published: (2026)

Bayesian principal stratification with longitudinal data and truncation by death
by: Grossi, Giulio, et al.
Published: (2023)

Futility analyses for the MCP-Mod methodology based on longitudinal models
by: Bornkamp, Björn, et al.
Published: (2024)

Bayesian nonparametric clustering for spatio-temporal data, with an application to air pollution
by: Aiello, Luca, et al.
Published: (2025)

A new statistical approach for joint modeling of longitudinal outcomes measured in electronic health records with clinically informative presence and observation processes
by: Du, Jiacong, et al.
Published: (2024)

Rank-based methods for estimating landmark win probability in longitudinal randomized controlled trials with missing data
by: Zou, Guangyong, et al.
Published: (2026)

$\ell_1$-penalized Multinomial Regression: Estimation, inference, and prediction, with an application to risk factor identification for different dementia subtypes
by: Tian, Ye, et al.
Published: (2023)

Quantile mixed graphical models with an application to mass public shootings in the United States
by: Merlo, Luca, et al.
Published: (2023)

Multiple imputation for longitudinal data: A tutorial
by: Wijesuriya, Rushani, et al.
Published: (2024)

Skew-elliptical copula based mixed models for non-Gaussian longitudinal data with application to an HIV-AIDS study
by: Chattopadhyay, Subhajit
Published: (2024)

Factor copula models for non-Gaussian longitudinal data
by: Chattopadhyay, Subhajit
Published: (2024)

A Bayesian joint model of multiple longitudinal and categorical outcomes with application to multiple myeloma using permutation-based variable importance
by: Alvares, Danilo, et al.
Published: (2024)

A tree-based kernel for densities and its applications in clustering DNase-seq profiles
by: Xu, Yuliang, et al.
Published: (2025)

Rank-based estimators of global treatment effects for cluster randomized trials with multiple endpoints
by: Smith, E. Davies, et al.
Published: (2024)

Finite mixture copulas for modeling dependence in longitudinal count data
by: Chattopadhyay, Subhajit
Published: (2024)

Deep mixture of linear mixed models for complex longitudinal data
by: Kock, Lucas, et al.
Published: (2023)

A longitudinal Bayesian framework for estimating causal dose-response relationships
by: Luo, Yu, et al.
Published: (2025)

Sequential Kalman filter for fast online changepoint detection in longitudinal health records
by: Li, Hanmo, et al.
Published: (2023)

Quantile regression for longitudinal functional data with application to feed intake of lactating sows
by: Battagliola, Maria Laura, et al.
Published: (2023)

Penalized generalized linear mixed models for longitudinal outcomes in genetic association studies
by: St-Pierre, Julien, et al.
Published: (2025)

Locally sparse varying coefficient mixed model with application to longitudinal microbiome differential abundance
by: Fontaine, Simon, et al.
Published: (2026)

Model-based bi-clustering using multivariate Poisson-lognormal with general block-diagonal covariance matrix and its applications
by: Kral, Caitlin, et al.
Published: (2025)

Combining longitudinal cohort studies to examine cardiovascular risk factor trajectories across the adult lifespan
by: Aghabazaz, Zeynab, et al.
Published: (2025)

Bayesian clustering of multiple zero-inflated outcomes
by: Franzolini, Beatrice, et al.
Published: (2022)

On clustering levels of a hierarchical categorical risk factor
by: Campo, Bavo D. C., et al.
Published: (2023)

Bayesian estimation of clustered dependence structures in functional neuroconnectivity
by: Kim, Hyoshin, et al.
Published: (2023)

Weighting methods for truncation by death in cluster-randomized trials
by: Isenberg, Dane, et al.
Published: (2024)

Sample size and power determination for assessing overall SNP effects in joint modeling of longitudinal and time-to-event data
by: Bian, Yuan, et al.
Published: (2026)

Causal mediation analysis for longitudinal and survival data in continuous time using Bayesian non-parametric joint models
by: Bhandari, Saurabh, et al.
Published: (2025)

A non-parametric U-statistic testing approach for multi-arm clinical trials with multivariate longitudinal data
by: Ghosh, Dhrubajyoti, et al.
Published: (2024)

A novel longitudinal rank-sum test for multiple primary endpoints in clinical trials: Applications to neurodegenerative disorders
by: Xu, Xiaoming, et al.
Published: (2024)

A comparison of mixed-models for the analysis of non-linear longitudinal data: application to late-life cognitive trajectories
by: Wagner, Maude, et al.
Published: (2024)

Rapid updating of multivariate resource models based on new information using EnKF-MDA and multi-Gaussian transformation
by: Abulkhair, Sultan, et al.
Published: (2025)

Estimating the optimal time to perform a PET-PSMA exam in prostatectomized patients based on data from clinical practice
by: Amongero, Martina, et al.
Published: (2023)

A Clustering Approach for Basket Trials Based on Treatment Response Trajectories
by: Kojima, Masahiro, et al.
Published: (2025)