A tutorial on multilevel survival analysis: methods, models and applications
PC Austin - International Statistical Review, 2017 - Wiley Online Library
Data that have a multilevel structure occur frequently across a range of disciplines, including
epidemiology, health services research, public health, education and sociology. We …
epidemiology, health services research, public health, education and sociology. We …
[HTML][HTML] Metastatic uveal melanoma: The final frontier
ES Rantala, MM Hernberg, S Piperno-Neumann… - Progress in Retinal and …, 2022 - Elsevier
Abstract Treatment of primary intraocular uveal melanoma has developed considerably, its
driver genes are largely unraveled, and the ways to assess its risk for metastases are very …
driver genes are largely unraveled, and the ways to assess its risk for metastases are very …
Foundations and modeling of dynamic networks using dynamic graph neural networks: A survey
Dynamic networks are used in a wide range of fields, including social network analysis,
recommender systems and epidemiology. Representing complex networks as structures …
recommender systems and epidemiology. Representing complex networks as structures …
Know-evolve: Deep temporal reasoning for dynamic knowledge graphs
The availability of large scale event data with time stamps has given rise to dynamically
evolving knowledge graphs that contain temporal information for each edge. Reasoning …
evolving knowledge graphs that contain temporal information for each edge. Reasoning …
Recurrent marked temporal point processes: Embedding event history to vector
Large volumes of event data are becoming increasingly available in a wide variety of
applications, such as healthcare analytics, smart cities and social network analysis. The …
applications, such as healthcare analytics, smart cities and social network analysis. The …
Dynamics of breast-cancer relapse reveal late-recurring ER-positive genomic subgroups
The rates and routes of lethal systemic spread in breast cancer are poorly understood owing
to a lack of molecularly characterized patient cohorts with long-term, detailed follow-up data …
to a lack of molecularly characterized patient cohorts with long-term, detailed follow-up data …
Efficacy and effectiveness of an rVSV-vectored vaccine expressing Ebola surface glycoprotein: interim results from the Guinea ring vaccination cluster-randomised trial
Background A recombinant, replication-competent vesicular stomatitis virus-based vaccine
expressing a surface glycoprotein of Zaire Ebolavirus (rVSV-ZEBOV) is a promising Ebola …
expressing a surface glycoprotein of Zaire Ebolavirus (rVSV-ZEBOV) is a promising Ebola …
A tutorial on frailty models
The hazard function plays a central role in survival analysis. In a homogeneous population,
the distribution of the time to event, described by the hazard, is the same for each individual …
the distribution of the time to event, described by the hazard, is the same for each individual …
Estimating and comparing time‐dependent areas under receiver operating characteristic curves for censored event times with competing risks
P Blanche, JF Dartigues… - Statistics in …, 2013 - Wiley Online Library
The area under the time‐dependent ROC curve (AUC) may be used to quantify the ability of
a marker to predict the onset of a clinical outcome in the future. For survival analysis with …
a marker to predict the onset of a clinical outcome in the future. For survival analysis with …
On the impact of security vulnerabilities in the npm package dependency network
Security vulnerabilities are among the most pressing problems in open source software
package libraries. It may take a long time to discover and fix vulnerabilities in packages. In …
package libraries. It may take a long time to discover and fix vulnerabilities in packages. In …