Tim Ebbels

Tim Ebbels

Imperial College London

H-index: 60

Europe-United Kingdom

About Tim Ebbels

Tim Ebbels, With an exceptional h-index of 60 and a recent h-index of 38 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of Metabolomics, Data Science, Omics data analysis, Multivariate Statistics, Machine Learning.

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

Genome scale metabolic network modelling for metabolic profile predictions

LAVASET: Latent variable stochastic ensemble of trees. An ensemble method for correlated datasets with spatial, spectral, and temporal dependencies

Demonstrating the reliability of in vivo metabolomics based chemical grouping: towards best practice

PathIntegrate: Multivariate modelling approaches for pathway-based multi-omics data integration

Recent advances in mass spectrometry-based computational metabolomics

Untargeted metabolomic analysis investigating links between unprocessed red meat intake and markers of inflammation

Associations between metabolomic biomarkers of avocado intake and glycemia in the Multi-Ethnic Study of Atherosclerosis

Finding correspondence between metabolomic features in untargeted liquid chromatography–mass spectrometry metabolomics datasets

Tim Ebbels Information

University

Position

Reader in Computational Bioinformatics

Citations(all)

14665

Citations(since 2020)

5180

Cited By

11716

hIndex(all)

60

hIndex(since 2020)

38

i10Index(all)

118

i10Index(since 2020)

87

Email

University Profile Page

Imperial College London

Google Scholar

View Google Scholar Profile

Tim Ebbels Skills & Research Interests

Metabolomics

Data Science

Omics data analysis

Multivariate Statistics

Machine Learning

Top articles of Tim Ebbels

Title

Journal

Author(s)

Publication Date

Genome scale metabolic network modelling for metabolic profile predictions

PLOS Computational Biology

Juliette Cooke

Maxime Delmas

Cecilia Wieder

Pablo Rodríguez Mier

Clément Frainay

...

2024/2/22

LAVASET: Latent variable stochastic ensemble of trees. An ensemble method for correlated datasets with spatial, spectral, and temporal dependencies

Bioinformatics

Melpomeni Kasapi

Kexin Xu

Timothy MD Ebbels

Declan P O’Regan

James S Ware

...

2024/2/21

Demonstrating the reliability of in vivo metabolomics based chemical grouping: towards best practice

Archives of toxicology

Mark R Viant

E Amstalden

T Athersuch

M Bouhifd

S Camuzeaux

...

2024/2/18

PathIntegrate: Multivariate modelling approaches for pathway-based multi-omics data integration

bioRxiv

Cecilia Wieder

Juliette Cooke

Nathalie Poupin

Clement Frainay

Russell Bowler

...

2024

Recent advances in mass spectrometry-based computational metabolomics

Timothy MD Ebbels

Justin JJ van der Hooft

Haley Chatelaine

Corey Broeckling

Nicola Zamboni

...

2023/6/1

Untargeted metabolomic analysis investigating links between unprocessed red meat intake and markers of inflammation

The American Journal of Clinical Nutrition

Alexis C Wood

Goncalo Graca

Meghana Gadgil

Mackenzie K Senn

Matthew A Allison

...

2023/11/1

Associations between metabolomic biomarkers of avocado intake and glycemia in the Multi-Ethnic Study of Atherosclerosis

The Journal of Nutrition

Alexis C Wood

Mark O Goodarzi

Mackenzie K Senn

Meghana D Gadgil

Goncalo Graca

...

2023/10/1

Finding correspondence between metabolomic features in untargeted liquid chromatography–mass spectrometry metabolomics datasets

Analytical Chemistry

Rui Climaco Pinto

Ibrahim Karaman

Matthew R Lewis

Jenny Hällqvist

Manuja Kaluarachchi

...

2022/3/31

Single sample pathway analysis in metabolomics: performance evaluation and application

BMC bioinformatics

Cecilia Wieder

Rachel PJ Lai

Timothy MD Ebbels

2022/11/14

Identification of prediagnostic metabolites associated with prostate cancer risk by untargeted mass spectrometry‐based metabolomics: A case‐control study nested in the Northern …

International Journal of Cancer

Johnny R Östman

Rui C Pinto

Timothy MD Ebbels

Elin Thysell

Göran Hallmans

...

2022/12/15

Avoiding the misuse of pathway analysis tools in environmental metabolomics

Environmental Science & Technology

Cecilia Wieder

Jacob G Bundy

Clément Frainay

Nathalie Poupin

Pablo Rodríguez-Mier

...

2022/9/26

Problems, principles and progress in computational annotation of NMR metabolomics data

Michael T Judge

Timothy MD Ebbels

2022/12/5

Automated annotation of untargeted all-ion fragmentation LC–MS metabolomics data with MetaboAnnotatoR

Analytical chemistry

Gonçalo Graça

Yuheng Cai

Chung-Ho E Lau

Panagiotis A Vorkas

Matthew R Lewis

...

2022/2/18

Blood pressure interactions with the DASH dietary pattern, sodium, and potassium: The International Study of Macro-/Micronutrients and Blood Pressure (INTERMAP)

The American Journal of Clinical Nutrition

Queenie Chan

Gina Wren

et al

2022/3/14

Computational Metabolomics: From Spectra to Knowledge

Corey Broeckling

Timothy Ebbels

Ewy Mathé

Nicola Zamboni

Cecilia Wieder

2022/12

Progress towards an OECD reporting framework for transcriptomics and metabolomics in regulatory toxicology

Regulatory Toxicology and Pharmacology

Joshua A Harrill

Mark R Viant

Carole L Yauk

Magdalini Sachana

Timothy W Gant

...

2021/10/1

Metabolomics: the stethoscope for the twenty-first century

Medical Principles and Practice

Hutan Ashrafian

Viknesh Sounderajah

Robert Glen

Timothy Ebbels

Benjamin J Blaise

...

2021/8

Bayesian Deconvolution and Quantification of Metabolites from J-Resolved NMR Spectroscopy

Nature protocols

Jie Hao

Manuel Liebeke

William Astle

Maria De Iorio

Jacob G Bundy

...

2014/6

Pathway analysis in metabolomics: Recommendations for the use of over-representation analysis

PLoS computational biology

Cecilia Wieder

Clément Frainay

Nathalie Poupin

Pablo Rodríguez-Mier

Florence Vinson

...

2021/9/7

Abstract MP09: Untargeted 1H Nmr Metabolomics Metabolomic Analysis Reveals Pathways Of Protection Between Mediterranean-style Diet And Incident …

Circulation

Alexis C Wood

Georgina Saylor

Ioanna Tzoulaki

Philip Greenland

Russell P Tracy

...

2021/5/25

See List of Professors in Tim Ebbels University(Imperial College London)

Co-Authors

H-index: 177
Paul Elliott

Paul Elliott

Imperial College London

H-index: 166
Jeremy K Nicholson

Jeremy K Nicholson

Murdoch University

H-index: 144
Elaine Holmes

Elaine Holmes

Imperial College London

H-index: 139
Jean-Paul KNEIB

Jean-Paul KNEIB

École Polytechnique Fédérale de Lausanne

H-index: 77
Mark R. Viant

Mark R. Viant

University of Birmingham

H-index: 63
Hector Keun

Hector Keun

Imperial College London

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