High-dimensional survival analysis: Methods and applications

S Salerno, Y Li - Annual review of statistics and its application, 2023‏ - annualreviews.org
In the era of precision medicine, time-to-event outcomes such as time to death or
progression are routinely collected, along with high-throughput covariates. These high …

Scalable estimation and inference for censored quantile regression process

X He, X Pan, KM Tan, WX Zhou - The Annals of Statistics, 2022‏ - projecteuclid.org
Scalable estimation and inference for censored quantile regression process Page 1 The Annals
of Statistics 2022, Vol. 50, No. 5, 2899–2924 https://doi.org/10.1214/22-AOS2214 © Institute of …

Clinical complexity and impact of the ABC (Atrial fibrillation Better Care) pathway in patients with atrial fibrillation: a report from the ESC-EHRA EURObservational …

GF Romiti, M Proietti, M Vitolo, N Bonini, AM Fawzy… - BMC medicine, 2022‏ - Springer
Background Clinical complexity is increasingly prevalent among patients with atrial
fibrillation (AF). The 'Atrial fibrillation Better Care'(ABC) pathway approach has been …

Vitamin C may increase the recovery rate of outpatient cases of SARS-CoV-2 infection by 70%: reanalysis of the COVID A to Z randomized clinical trial

H Hemilä, A Carr, E Chalker - Frontiers in Immunology, 2021‏ - frontiersin.org
Interest in the potential effects of vitamin C for respiratory virus infections traces back to the
1940s (1–3). Numerous effects of vitamin C on the immune system have been …

Citation counts prediction of statistical publications based on multi-layer academic networks via neural network model

T Gao, J Liu, R Pan, H Wang - Expert Systems with Applications, 2024‏ - Elsevier
Citation counts is a crucial factor in evaluating the quality of research papers. Therefore, it is
vital to accurately predict citation counts and explore the mechanisms underlying citations. In …

Carrageenan nasal spray may double the rate of recovery from coronavirus and influenza virus infections: Re‐analysis of randomized trial data

H Hemilä, E Chalker - Pharmacology research & perspectives, 2021‏ - Wiley Online Library
In this individual patient data meta‐analysis we examined datasets of two randomized
placebo‐controlled trials which investigated the effect of nasal carrageenan separately on …

Response: Commentary: quantile treatment effect of zinc lozenges on common cold duration: a novel approach to analyze the effect of treatment on illness duration

H Hemilä, E Chalker, J Tukiainen - Frontiers in Pharmacology, 2024‏ - frontiersin.org
Quantile regression is a standard statistical method which is widely used in econometrics
[1][2][3]. Its use in clinical medicine has been encouraged [4][5][6]. The quantile treatment …

Inference for high-dimensional censored quantile regression

Z Fei, Q Zheng, HG Hong, Y Li - Journal of the American Statistical …, 2023‏ - Taylor & Francis
With the availability of high-dimensional genetic biomarkers, it is of interest to identify
heterogeneous effects of these predictors on patients' survival, along with proper statistical …

Quantile regression with a new exponentiated odd log-logistic weibull distribution

GM Rodrigues, EMM Ortega, GM Cordeiro, R Vila - Mathematics, 2023‏ - mdpi.com
We define a new quantile regression model based on a reparameterized exponentiated odd
log-logistic Weibull distribution, and obtain some of its structural properties. It includes as …