Gianluca Baio

Gianluca Baio

University College London

H-index: 43

Europe-United Kingdom

About Gianluca Baio

Gianluca Baio, With an exceptional h-index of 43 and a recent h-index of 32 (since 2020), a distinguished researcher at University College London, specializes in the field of Bayesian statistics, Health economic evaluation.

His recent articles reflect a diverse array of research interests and contributions to the field:

The effect of immigration policy reform on mental health in people from minoritised ethnic groups in England: an interrupted time series analysis of longitudinal data from the …

Model-based standardization using multiple imputation

A Bayesian hierarchical mixture cure modelling framework to utilize multiple survival datasets for long-term survivorship estimates: A case study from previously untreated …

Value of Information for clinical trial design: the importance of considering all relevant comparators

A Bayesian hierarchical model for predicting rates of oxygen consumption in mechanically-ventilated Intensive Care patients

Methodological considerations for novel approaches to covariate‐adjusted indirect treatment comparisons

Blended survival curves: a new approach to extrapolation for time-to-event outcomes from clinical trials in health technology assessment

A systematic review of methods to incorporate external evidence into trial-based survival extrapolations for health technology assessment

Gianluca Baio Information

University

Position

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Citations(all)

7123

Citations(since 2020)

4407

Cited By

4290

hIndex(all)

43

hIndex(since 2020)

32

i10Index(all)

95

i10Index(since 2020)

82

Email

University Profile Page

University College London

Google Scholar

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Gianluca Baio Skills & Research Interests

Bayesian statistics

Health economic evaluation

Top articles of Gianluca Baio

Title

Journal

Author(s)

Publication Date

The effect of immigration policy reform on mental health in people from minoritised ethnic groups in England: an interrupted time series analysis of longitudinal data from the …

The Lancet Psychiatry

Annie Jeffery

Connor Gascoigne

Jennifer Dykxhoorn

Marta Blangiardo

Sara Geneletti

...

2024/3/1

Model-based standardization using multiple imputation

BMC Medical Research Methodology

Antonio Remiro-Azócar

Anna Heath

Gianluca Baio

2024/2/10

A Bayesian hierarchical mixture cure modelling framework to utilize multiple survival datasets for long-term survivorship estimates: A case study from previously untreated …

arXiv preprint arXiv:2401.13820

Nathan Green

Murat Kurt

Andriy Moshyk

James Larkin

Gianluca Baio

2024/1/24

Value of Information for clinical trial design: the importance of considering all relevant comparators

PharmacoEconomics

Anna Heath

Gianluca Baio

Ioanna Manolopoulou

Nicky J Welton

2024/4/7

A Bayesian hierarchical model for predicting rates of oxygen consumption in mechanically-ventilated Intensive Care patients

Statistical Modelling: An International Journal

Luke Hardcastle

Samuel Livingstone

Claire Black

Federico Ricciardi

Gianluca Baio

2024/4/1

Methodological considerations for novel approaches to covariate‐adjusted indirect treatment comparisons

Research Synthesis Methods

Antonio Remiro‐Azócar

Anna Heath

Gianluca Baio

2023/7

Blended survival curves: a new approach to extrapolation for time-to-event outcomes from clinical trials in health technology assessment

Medical Decision Making

Zhaojing Che

Nathan Green

Gianluca Baio

2023/4

A systematic review of methods to incorporate external evidence into trial-based survival extrapolations for health technology assessment

Ash Bullement

Matthew D Stevenson

Gianluca Baio

Gemma E Shields

Nicholas R Latimer

2023/7

Effect of four-week cannabidiol treatment on cognitive function: secondary outcomes from a randomised clinical trial for the treatment of cannabis use disorder

Psychopharmacology

Rachel Lees

Lindsey A Hines

Chandni Hindocha

Gianluca Baio

Natacha DC Shaban

...

2023/2

The incidence of psychotic disorders in the Republic of Ireland: a systematic review

RP Jacinto

Tao Ding

Jean Stafford

Gianluca Baio

James B Kirkbride

2023/1/9

Bayesian Interrupted Time Series for evaluating policy change on mental well-being: an application to England's welfare reform

arXiv preprint arXiv:2306.15525

Connor Gascoigne

Marta Blangiardo

Zejing Shao

Annie Jeffery

Sara Geneletti

...

2023/6/27

CO57 A New Approach in Network Meta-Analysis Using Blended Survival Curves to Extrapolate Long-Term Survival from Immature Data

Value in Health

Z Che

N Green

G Baio

2023/12/1

A Workflow for Estimating and Visualising Excess Mortality During the COVID-19 Pandemic

The R Journal

Garyfallos Konstantinoudis

Virgilio Gómez-Rubio

Michela Cameletti

Monica Pirani

Gianluca Baio

...

2023

Wastewater monitoring for detection of public health markers during the COVID-19 pandemic: Near-source monitoring of schools in England over an academic year

Plos one

Francis Hassard

Milan Vu

Shadi Rahimzadeh

Victor Castro-Gutierrez

Isobel Stanton

...

2023/5/30

Approaches to risk ratio estimation in a regression discontinuity design: Application to the prescription of statins for cholesterol reduction in UK primary care

Statistical Methods in Medical Research

Mariam O Adeleke

Aidan G O’Keeffe

Gianluca Baio

2023/10

Dirichlet process mixture models for regression discontinuity designs

Statistical methods in medical research

Federico Ricciardi

Silvia Liverani

Gianluca Baio

2023/1

Effects of cannabidiol on anandamide levels in individuals with cannabis use disorder: findings from a randomised clinical trial for the treatment of cannabis use disorder

Translational Psychiatry

Daniel Ying-Heng Hua

Chandni Hindocha

Gianluca Baio

Rachel Lees

Natacha Shaban

...

2023/4/21

Value of information analysis in models to inform health policy

Christopher H Jackson

Gianluca Baio

Anna Heath

Mark Strong

Nicky J Welton

...

2022/3/7

Target trial emulation for transparent and robust estimation of treatment effects for health technology assessment using real-world data: opportunities and challenges

Manuel Gomes

Nick Latimer

Marta Soares

Sofia Dias

Gianluca Baio

...

2022/6

MSR15 A Bayesian Approach for Handling Missing Items in Trial-Based Cost-Effectiveness Analysis with Multi-Item Questionnaires

Value in Health

X Ling

A Gabrio

A Mason

G Baio

2022/7/1

See List of Professors in Gianluca Baio University(University College London)

Co-Authors

H-index: 63
Håvard Rue

Håvard Rue

King Abdullah University of Science and Technology

H-index: 40
Marta Blangiardo

Marta Blangiardo

Imperial College London

H-index: 19
Michela Cameletti

Michela Cameletti

Università degli Studi di Bergamo

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