Magnus Rattray

Magnus Rattray

Manchester University

H-index: 50

North America-United States

About Magnus Rattray

Magnus Rattray, With an exceptional h-index of 50 and a recent h-index of 31 (since 2020), a distinguished researcher at Manchester University, specializes in the field of Bioinformatics, Computational Biology, Machine Learning, Bayesian Statistics.

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

Monocyte migration profiles define disease severity in acute COVID-19 and unique features of long COVID

CellPie: a fast spatial transcriptomics topic discovery method via joint factorization of gene expression and imaging data

Modulation of transcription burst amplitude underpins dosage compensation in the Drosophila embryo

Multi-omics analysis in primary T cells elucidates mechanisms behind disease associated genetic loci

Combined modelling of mRNA decay dynamics and single-molecule imaging in the Drosophila embryo uncovers a role for P-bodies in 5′ to 3′ degradation

A spatial map of human liver cirrhosis reveals the patho-architecture and gene signatures associated with cell state transitions during liver disease

UVAE: Integration of Heterogeneous Unpaired Data with Imbalanced Classes

Identification of differences in CD4+ T-cell gene expression between people with asthma and healthy controls

Magnus Rattray Information

University

Position

___

Citations(all)

7774

Citations(since 2020)

2956

Cited By

5939

hIndex(all)

50

hIndex(since 2020)

31

i10Index(all)

107

i10Index(since 2020)

68

Email

University Profile Page

Manchester University

Google Scholar

View Google Scholar Profile

Magnus Rattray Skills & Research Interests

Bioinformatics

Computational Biology

Machine Learning

Bayesian Statistics

Top articles of Magnus Rattray

Title

Journal

Author(s)

Publication Date

Monocyte migration profiles define disease severity in acute COVID-19 and unique features of long COVID

European Respiratory Journal

Nicholas A Scott

Laurence Pearmain

Sean B Knight

Oliver Brand

David J Morgan

...

2023/5/1

CellPie: a fast spatial transcriptomics topic discovery method via joint factorization of gene expression and imaging data

bioRxiv

Sokratia Georgaka

William Geraint Morgans

Qian Zhao

Diego Sanchez Martinez

Amin Ali

...

2023

Modulation of transcription burst amplitude underpins dosage compensation in the Drosophila embryo

Cell Reports

Lauren Forbes Beadle

Hongpeng Zhou

Magnus Rattray

Hilary L Ashe

2023/2/4

Multi-omics analysis in primary T cells elucidates mechanisms behind disease associated genetic loci

Gisela Orozco

Chenfu Shi

Danyun Zhao

Stefano Rossi

Antonios Frantzeskos

...

2023/9/18

Combined modelling of mRNA decay dynamics and single-molecule imaging in the Drosophila embryo uncovers a role for P-bodies in 5′ to 3′ degradation

PLoS Biology

Lauren Forbes Beadle

Jennifer C Love

Yuliya Shapovalova

Artem Artemev

Magnus Rattray

...

2023/1/17

A spatial map of human liver cirrhosis reveals the patho-architecture and gene signatures associated with cell state transitions during liver disease

bioRxiv

Nigel Hammond

Syed Murtuza Baker

Sokratia Georgaka

Ali Al-Anbaki

Elliot Jokl

...

2023

UVAE: Integration of Heterogeneous Unpaired Data with Imbalanced Classes

Mike Phuycharoen

Verena Kaestele

Thomas Williams

Lijing Lin

Tracy Hussell

...

2023

Identification of differences in CD4+ T-cell gene expression between people with asthma and healthy controls

Scientific Reports

Mauro Tutino

Jenny Hankinson

Clare Murray

Lesley Lowe

Gina Kerry

...

2023/12/20

SynBa: improved estimation of drug combination synergies with uncertainty quantification

Bioinformatics

Haoting Zhang

Carl Henrik Ek

Magnus Rattray

Marta Milo

2023/6/1

Hierarchical Gaussian process models explore the dark meltome of thermal proteome profiling experiments.

bioRxiv

Cecile Le Sueur

Magnus Rattray

Mikhail Savitski

2023

Murine AGM single-cell profiling identifies a continuum of hemogenic endothelium differentiation marked by ACE

Blood, The Journal of the American Society of Hematology

Muhammad Zaki Hidayatullah Fadlullah

Wen Hao Neo

Michael Lie-A-Ling

Roshana Thambyrajah

Rahima Patel

...

2022/1/20

In vivo bronchial epithelial interferon responses are augmented in asthma on day 4 following experimental rhinovirus infection

Thorax

Hugo Farne

Lijing Lin

David J Jackson

Magnus Rattray

Angela Simpson

...

2022/9/1

A systems immunology approach to investigate cytokine responses to viruses and bacteria and their association with disease

Scientific Reports

Lijing Lin

John A Curtin

Eteri Regis

Aurica Hirsman

Rebecca Howard

...

2022/8/5

Distinct cohorts of Aspergillus fumigatus transcription factors are required for epithelial damage occurring via contact-or soluble effector-mediated mechanisms

Frontiers in Cellular and Infection Microbiology

Sayema Rahman

Norman Van Rhijn

Panagiotis Papastamoulis

Darren D Thomson

Zorana Carter

...

2022/1/1

Chronic inflammatory arthritis drives systemic changes in circadian energy metabolism

Proceedings of the National Academy of Sciences

Polly Downton

Fabio Sanna

Robert Maidstone

Toryn M Poolman

Edward A Hayter

...

2022/5/3

Modelling sequential branching dynamics with a multivariate branching Gaussian process

Transactions on Machine Learning Research

Elvijs Sarkans

Sumon Ahmed

Magnus Rattray

Alexis Boukouvalas

2022/11/18

Scalable inference of transcriptional kinetic parameters from MS2 time series data

Bioinformatics

Jonathan R Bowles

Caroline Hoppe

Hilary L Ashe

Magnus Rattray

2022/2/15

Sequential and additive expression of miR-9 precursors control timing of neurogenesis

Development

Ximena Soto

Joshua Burton

Cerys S Manning

Thomas Minchington

Robert Lea

...

2022/10/1

Sex differences in innate anti-viral immune responses to respiratory viruses and in their clinical outcomes in a birth cohort study

Scientific Reports

Eteri Regis

Sara Fontanella

Lijing Lin

Rebecca Howard

Sadia Haider

...

2021/12/9

Non-parametric modelling of temporal and spatial counts data from RNA-seq experiments

Bioinformatics

Nuha BinTayyash

Sokratia Georgaka

ST John

Sumon Ahmed

Alexis Boukouvalas

...

2021/11/1

See List of Professors in Magnus Rattray University(Manchester University)

Co-Authors

H-index: 93
S.G. Oliver

S.G. Oliver

University of Cambridge

H-index: 73
Neil D. Lawrence

Neil D. Lawrence

University of Cambridge

H-index: 66
Tracy Hussell

Tracy Hussell

Manchester University

H-index: 63
Norman W. Paton

Norman W. Paton

Manchester University

H-index: 59
andy brass

andy brass

Manchester University

H-index: 50
simon hubbard

simon hubbard

Manchester University

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