Simon Rogers

Simon Rogers

University of Glasgow

H-index: 36

Europe-United Kingdom

About Simon Rogers

Simon Rogers, With an exceptional h-index of 36 and a recent h-index of 30 (since 2020), a distinguished researcher at University of Glasgow, specializes in the field of Machine Learning, Computational Metabolomics, Computational Biology.

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

Differential behaviour of a risk score for emergency hospital admission by demographics in Scotland---a retrospective study

Disclosure control of machine learning models from trusted research environments (TRE): New challenges and opportunities

Simulated-to-real benchmarking of acquisition methods in untargeted metabolomics

Deciphering Complex Natural Mixtures through Metabolome Mining of Mass Spectrometry Data: The Plant Specialized Metabolome as a Case Study

SACRO: Semi-Automated Checking of Research Outputs

Machine learning models in trusted research environments–understanding operational risks

Alignment of multiple metabolomics LC-MS datasets from disparate diseases to reveal fever-associated metabolites

TopNEXt: automatic DDA exclusion framework for multi-sample mass spectrometry experiments

Simon Rogers Information

University

Position

Senior Lecturer Computing Science

Citations(all)

5575

Citations(since 2020)

3410

Cited By

3076

hIndex(all)

36

hIndex(since 2020)

30

i10Index(all)

67

i10Index(since 2020)

51

Email

University Profile Page

University of Glasgow

Google Scholar

View Google Scholar Profile

Simon Rogers Skills & Research Interests

Machine Learning

Computational Metabolomics

Computational Biology

Top articles of Simon Rogers

Title

Journal

Author(s)

Publication Date

Differential behaviour of a risk score for emergency hospital admission by demographics in Scotland---a retrospective study

medRxiv

Ioanna Thoma

Simon Rogers

Jillian Ireland

Rachel Porteous

Katie Borland

...

2024

Disclosure control of machine learning models from trusted research environments (TRE): New challenges and opportunities

Esma Mansouri-Benssassi

Simon Rogers

Smarti Reel

Maeve Malone

Jim Smith

...

2023/4/3

Simulated-to-real benchmarking of acquisition methods in untargeted metabolomics

Frontiers in Molecular Biosciences

Joe Wandy

Ross McBride

Simon Rogers

Nikolaos Terzis

Stefan Weidt

...

2023/3/7

Deciphering Complex Natural Mixtures through Metabolome Mining of Mass Spectrometry Data: The Plant Specialized Metabolome as a Case Study

Recent Advances in Polyphenol Research

Justin JJ van der Hooft

Madeleine Ernst

Daniel Papenberg

Kyo Bin Kang

Iris F Kappers

...

2023/3/3

SACRO: Semi-Automated Checking of Research Outputs

Christian Cole

Jim Smith

Maha Albashir

Seb Bacon

Ben Butler Cole

...

2023/11/6

Machine learning models in trusted research environments–understanding operational risks

International Journal of Population Data Science

Felix Ritchie

Amy Tilbrook

Christian Cole

Emily Jefferson

Susan Krueger

...

2023

Alignment of multiple metabolomics LC-MS datasets from disparate diseases to reveal fever-associated metabolites

PLOS Neglected Tropical Diseases

Ana-Maria Năstase

Michael P Barrett

Washington B Cárdenas

Fernanda Bertuccez Cordeiro

Mildred Zambrano

...

2023/7/24

TopNEXt: automatic DDA exclusion framework for multi-sample mass spectrometry experiments

Bioinformatics

Ross McBride

Joe Wandy

Stefan Weidt

Simon Rogers

Vinny Davies

...

2023

International Journal of Population Data Science

International Journal of Population Data Science

Jinette Comeau

Li Wang

Laura Duncan

Jordan Edwards

Katholiki Georgiades

...

2023

GRAIMATTER green paper: Recommendations for disclosure control of trained machine learning (ML) models from trusted research environments (TREs)

arXiv preprint arXiv:2211.01656

Emily Jefferson

James Liley

Maeve Malone

Smarti Reel

Alba Crespi-Boixader

...

2022/9/21

GRAIMatter: Guidelines and Resources for AI Model Access from TrusTEd Research environments (GRAIMatter).

International Journal of Population Data Science

Emily Jefferson

Christian Cole

Alba Crespi Boixader

Simon Rogers

Maeve Malone

...

2022

Tyrosine kinase inhibitor independent gene expression signature in CML offers new targets for LSPC eradication therapy

Cancers

Eduardo Gómez-Castañeda

Lisa EM Hopcroft

Simon Rogers

Chinmay Munje

Joana Bittencourt-Silvestre

...

2022/10/26

Scottish Medical Imaging Service-Technical and Governance controls.

International Journal of Population Data Science

Jackie Caldwell

Robert Wallace

Carole Morris

Simon Fleming

Rob Baxter

...

2022/8/25

Using topic modeling to detect cellular crosstalk in scRNA-seq

PLOS Computational Biology

Alexandrina Pancheva

Helen Wheadon

Simon Rogers

Thomas D Otto

2022/4/8

Safe machine learning model release from Trusted Research Environments: The AI-SDC package

arXiv preprint arXiv:2212.01233

Jim Smith

Richard J Preen

Andrew McCarthy

Alba Crespi-Boixader

James Liley

...

2022/12/2

ViMMS 2.0: A framework to develop, test and optimise fragmentation strategies in LC-MS metabolomics

Journal of Open Source Software

Joe Wandy

Vinny Davies

Ross McBride

Stefan Weidt

Simon Rogers

...

2022/3/30

Ranking metabolite sets by their activity levels

Metabolites

Karen McLuskey

Joe Wandy

Isabel Vincent

Justin JJ Van Der Hooft

Simon Rogers

...

2021/2/11

Rapid development of improved data-dependent acquisition strategies

Analytical chemistry

Vinny Davies

Joe Wandy

Stefan Weidt

Justin JJ Van Der Hooft

Alice Miller

...

2021/3/31

Probabilistic framework for integration of mass spectrum and retention time information in small molecule identification

Bioinformatics

Eric Bach

Simon Rogers

John Williamson

Juho Rousu

2021/6/15

Comparative metabologenomics analysis of polar actinomycetes

Marine Drugs

Sylvia Soldatou

Grímur Hjörleifsson Eldjárn

Andrew Ramsay

Justin JJ Van Der Hooft

Alison H Hughes

...

2021/2/10

See List of Professors in Simon Rogers University(University of Glasgow)

Co-Authors

H-index: 74
Mark Girolami

Mark Girolami

University of Cambridge

H-index: 72
Rainer Breitling

Rainer Breitling

Manchester University

H-index: 53
Roderick Murray-Smith

Roderick Murray-Smith

University of Glasgow

H-index: 51
Per Ola Kristensson

Per Ola Kristensson

University of Cambridge

H-index: 33
John Williamson

John Williamson

University of Glasgow

H-index: 32
Daniel Buschek

Daniel Buschek

Universität Bayreuth

academic-engine