Ian Barnett

Ian Barnett

University of Pennsylvania

H-index: 20

North America-United States

About Ian Barnett

Ian Barnett, With an exceptional h-index of 20 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Pennsylvania, specializes in the field of Digital Phenotyping, Statistical Genetics, Imaging Genetics, Networks.

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

A uniformly ergodic Gibbs sampler for Bayesian survival analysis

Two-Sample Hypothesis Testing for Large Random Graphs of Unequal Size

Optimizing the combination of common clinical concussion batteries to predict persistent postconcussion symptoms in a prospective cohort of concussed youth

Permutation-Based Hypothesis Testing for Neural Networks

Effects of antimicrobial therapy duration and class on risk of antimicrobial‐resistant Gram‐negative bacillus bloodstream infection in patients with AML

The impact of the COVID-19 pandemic on daily rhythms

Combining mixed effects hidden Markov models with latent alternating recurrent event processes to model diurnal active–rest cycles

Effects of aircraft noise on sleep: Federal aviation administration national sleep study protocol

Ian Barnett Information

University

Position

Assistant Professor of Biostatistics

Citations(all)

1610

Citations(since 2020)

1374

Cited By

791

hIndex(all)

20

hIndex(since 2020)

19

i10Index(all)

23

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Ian Barnett Skills & Research Interests

Digital Phenotyping

Statistical Genetics

Imaging Genetics

Networks

Top articles of Ian Barnett

A uniformly ergodic Gibbs sampler for Bayesian survival analysis

arXiv preprint arXiv:2402.15060

2024/2/23

Ian Barnett
Ian Barnett

H-Index: 15

Two-Sample Hypothesis Testing for Large Random Graphs of Unequal Size

arXiv preprint arXiv:2402.11133

2024/2/16

Optimizing the combination of common clinical concussion batteries to predict persistent postconcussion symptoms in a prospective cohort of concussed youth

The American Journal of Sports Medicine

2024/2/2

Ian Barnett
Ian Barnett

H-Index: 15

Permutation-Based Hypothesis Testing for Neural Networks

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Ian Barnett
Ian Barnett

H-Index: 15

Effects of antimicrobial therapy duration and class on risk of antimicrobial‐resistant Gram‐negative bacillus bloodstream infection in patients with AML

Transplant Infectious Disease

2023/12

Jonathan Huggins
Jonathan Huggins

H-Index: 11

Ian Barnett
Ian Barnett

H-Index: 15

The impact of the COVID-19 pandemic on daily rhythms

Journal of the American Medical Informatics Association

2023/12/1

Combining mixed effects hidden Markov models with latent alternating recurrent event processes to model diurnal active–rest cycles

Biometrics

2023/12

Ian Barnett
Ian Barnett

H-Index: 15

Effects of aircraft noise on sleep: Federal aviation administration national sleep study protocol

International Journal of Environmental Research and Public Health

2023/11/6

Ian Barnett
Ian Barnett

H-Index: 15

Christopher W Jones
Christopher W Jones

H-Index: 10

3 Smartphone Digital Phenotyping for Unobtrusive and Continuous Assessment of Everyday Cognition and Movement Trajectories in Older Adults

Journal of the International Neuropsychological Society

2023/11

Maximizing the Accuracy of Adolescent Concussion Diagnosis Using Individual Elements of Common Standardized Clinical Assessment Tools

Journal of athletic training

2023/11/1

Susan Margulies
Susan Margulies

H-Index: 5

Ian Barnett
Ian Barnett

H-Index: 15

Sparse neural additive model: Interpretable deep learning with feature selection via group sparsity

2023

Selecting a significance level in sequential testing procedures for community detection

Applied Network Science

2023/8/1

Riddhi Pratim Ghosh
Riddhi Pratim Ghosh

H-Index: 2

Ian Barnett
Ian Barnett

H-Index: 15

Association of remote, longitudinal patient-reported outcomes (PROs) and step counts with hospitalization or death among patients with advanced cancer undergoing chemotherapy …

2023/6/1

Neural networks for clustered and longitudinal data using mixed effects models

Biometrics

2023/6

Riddhi Pratim Ghosh
Riddhi Pratim Ghosh

H-Index: 2

Ian Barnett
Ian Barnett

H-Index: 15

Non-asymptotic inference for multivariate change point detection

arXiv preprint arXiv:2304.04644

2023/4/10

Ian Barnett
Ian Barnett

H-Index: 15

A Generalized Estimating Equation Approach to Network Regression

arXiv preprint arXiv:2301.04804

2023/1/12

Riddhi Pratim Ghosh
Riddhi Pratim Ghosh

H-Index: 2

Ian Barnett
Ian Barnett

H-Index: 15

Analysis of block slice samplers for Bayesian GLMMs and GAMs with linear inequality and shape constraints

arXiv preprint arXiv:2212.07400

2022/12/14

Ian Barnett
Ian Barnett

H-Index: 15

Autoregressive mixture models for clustering time series

2022/11

Ian Barnett
Ian Barnett

H-Index: 15

Trajectories of visual and vestibular markers of youth concussion

Journal of neurotrauma

2022/10/1

Ian Barnett
Ian Barnett

H-Index: 15

Measuring daily activity rhythms in young adults at risk of affective instability using passively collected smartphone data: observational study

JMIR Formative Research

2022/9/14

See List of Professors in Ian Barnett University(University of Pennsylvania)

Co-Authors

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