[图书][B] Multi-state survival models for interval-censored data

A Van Den Hout - 2016 - taylorfrancis.com
Multi-State Survival Models for Interval-Censored Data introduces methods to describe
stochastic processes that consist of transitions between states over time. It is targeted at …

A review of multistate modelling approaches in monitoring disease progression: Bayesian estimation using the Kolmogorov-Chapman forward equations

Z Matsena Zingoni, TF Chirwa… - Statistical methods in …, 2021 - journals.sagepub.com
There are numerous fields of science in which multistate models are used, including
biomedical research and health economics. In biomedical studies, these stochastic …

A hidden absorbing semi-markov model for informatively censored temporal data: Learning and inference

AM Alaa, M Van Der Schaar - Journal of Machine Learning Research, 2018 - jmlr.org
Modeling continuous-time physiological processes that manifest a patient's evolving clinical
states is a key step in approaching many problems in healthcare. In this paper, we develop …

[HTML][HTML] Gambling transitions among adult gamblers: A multi-state model using a Markovian approach applied to the JEU cohort

M Bruneau, M Grall-Bronnec, JL Vénisse, L Romo… - Addictive Behaviors, 2016 - Elsevier
Introduction The aim of this paper is to study transitions between two states of gambling in
adulthood (problem gambling and non-problem gambling) and to identify factors that might …

Structural valve deterioration of bioprosthetic aortic valves: an underestimated complication

T Sénage, F Gillaizeau, T Le Tourneau, B Marie… - The Journal of Thoracic …, 2019 - Elsevier
Objectives Structural valve deterioration (SVD) remains a major bioprosthesis-related
complication, as recently described for the Mitroflow valve (models LX and 12A)(LivaNova …

Integrating relative survival in multi-state models—a non-parametric approach

D Manevski, H Putter, M Pohar Perme… - … methods in medical …, 2022 - journals.sagepub.com
Multi-state models provide an extension of the usual survival/event-history analysis setting.
In the medical domain, multi-state models give the possibility of further investigating …

A multistate model incorporating estimation of excess hazards and multiple time scales

CE Weibull, PC Lambert, S Eloranta… - Statistics in …, 2021 - Wiley Online Library
As cancer patient survival improves, late effects from treatment are becoming the next
clinical challenge. Chemotherapy and radiotherapy, for example, potentially increase the …

Inverse probability weighting to control confounding in an illness‐death model for interval‐censored data

F Gillaizeau, T Sénage, F Le Borgne… - Statistics in …, 2018 - Wiley Online Library
Multistate models with interval‐censored data, such as the illness‐death model, are still not
used to any considerable extent in medical research regardless of the significant literature …

Statistical Methods for Analyzing Interval-Censored Multi-State Data

Y Gu - 2023 - search.proquest.com
Interval-censored multi-state data are commonly encountered in studies of chronic diseases,
where a subject's health status is characterized by a finite number of disease states and …

Estimation of covariate effects on net survivals in the relative survival progressive illness-death model

L Azarang, R Giorgi… - … Methods in Medical …, 2021 - journals.sagepub.com
Recently, there has been a lot of development in relative survival field. In the absence of
data on the cause of death, the research has tended to focus on the estimation of survival …