Yvan Saeys

Yvan Saeys

Universiteit Gent

H-index: 75

Europe-Belgium

About Yvan Saeys

Yvan Saeys, With an exceptional h-index of 75 and a recent h-index of 61 (since 2020), a distinguished researcher at Universiteit Gent, specializes in the field of Machine learning, Computational Biology, Large scale data mining.

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

Efficient cytometry analysis with FlowSOM in Python boosts interoperability with other single-cell tools

SpatialData: an open and universal data framework for spatial omics

Uncertainty-aware single-cell annotation with a hierarchical reject option

A TCF4-dependent gene regulatory network confers resistance to immunotherapy in melanoma

Unraveling cell-cell communication with NicheNet by inferring active ligands from transcriptomics data

Defining and benchmarking open problems in single-cell analysis

Topologically Regularized Data Embeddings

Meta-analysis of (single-cell method) benchmarks reveals the need for extensibility and interoperability

Yvan Saeys Information

University

Position

VIB -

Citations(all)

30742

Citations(since 2020)

20081

Cited By

17519

hIndex(all)

75

hIndex(since 2020)

61

i10Index(all)

164

i10Index(since 2020)

140

Email

University Profile Page

Universiteit Gent

Google Scholar

View Google Scholar Profile

Yvan Saeys Skills & Research Interests

Machine learning

Computational Biology

Large scale data mining

Top articles of Yvan Saeys

Title

Journal

Author(s)

Publication Date

Efficient cytometry analysis with FlowSOM in Python boosts interoperability with other single-cell tools

Bioinformatics

Artuur Couckuyt

Benjamin Rombaut

Yvan Saeys

Sofie Van Gassen

2024/4/1

SpatialData: an open and universal data framework for spatial omics

Nature Methods

Luca Marconato

Giovanni Palla

Kevin A Yamauchi

Isaac Virshup

Elyas Heidari

...

2024/3/20

Uncertainty-aware single-cell annotation with a hierarchical reject option

Bioinformatics

Lauren Theunissen

Thomas Mortier

Yvan Saeys

Willem Waegeman

2024/3/1

A TCF4-dependent gene regulatory network confers resistance to immunotherapy in melanoma

Cell

Joanna Pozniak

Dennis Pedri

Ewout Landeloos

Yannick Van Herck

Asier Antoranz

...

2024/1/4

Unraveling cell-cell communication with NicheNet by inferring active ligands from transcriptomics data

arXiv preprint arXiv:2404.16358

Chananchida Sang-aram

Robin Browaeys

Ruth Seurinck

Yvan Saeys

2024/4/25

Defining and benchmarking open problems in single-cell analysis

Malte Luecken

Scott Gigante

Daniel Burkhardt

Robrecht Cannoodt

Daniel Strobl

...

2024/4/4

Topologically Regularized Data Embeddings

arXiv preprint arXiv:2301.03338

Edith Heiter

Robin Vandaele

Tijl De Bie

Yvan Saeys

Jefrey Lijffijt

2023/1/9

Meta-analysis of (single-cell method) benchmarks reveals the need for extensibility and interoperability

Genome Biology

Anthony Sonrel

Almut Luetge

Charlotte Soneson

Izaskun Mallona

Pierre-Luc Germain

...

2023/5/17

Functions of the RIP kinase family members in the skin

Corinne Urwyler-Rösselet

Giel Tanghe

Michael Devos

Paco Hulpiau

Yvan Saeys

...

2023/10

A framework for quantifiable local and global structure preservation in single-cell dimensionality reduction

bioRxiv

David Novak

Cyril de Bodt

Pierre Lambert

John A Lee

Sofie Van Gassen

...

2023/11/23

Efficient approximation of asymmetric shapley values using functional decomposition

Arne Gevaert

Anna Saranti

Andreas Holzinger

Yvan Saeys

2023/8/22

Adjuvant dendritic cell-based immunotherapy after cytoreductive surgery and hyperthermic intraperitoneal chemotherapy in patients with malignant peritoneal mesothelioma: a …

Journal for Immunotherapy of Cancer

Michelle V Dietz

Katrien LA Quintelier

Job P van Kooten

Nadine L de Boer

Madelief Vink

...

2023

An introduction to adversarially robust deep learning

IEEE Transactions on Pattern Analysis and Machine Intelligence

Jonathan Peck

Bart Goossens

Yvan Saeys

2023/11/8

LXR signaling controls homeostatic dendritic cell maturation

Science immunology

Victor Bosteels

Sandra Maréchal

Clint De Nolf

Sofie Rennen

Jonathan Maelfait

...

2023/5/12

A machine learning pipeline for predicting bone marrow oedema along the sacroiliac joints on magnetic resonance imaging

Arthritis & Rheumatology

Joris Roels

Ann‐Sophie De Craemer

Thomas Renson

Manouk de Hooge

Arne Gevaert

...

2023/7/6

INAUGURAL ARTICLE by a Recently Elected Academy Member: Cell type–specific attenuation of brassinosteroid signaling precedes stomatal asymmetric cell division

Proceedings of the National Academy of Sciences of the United States of America

Tori M Hoehler

Dylan J Mankel

Peter R Girguis

Thomas M McCollom

Nancy Y Kiang

...

2023/6/6

MultiNicheNet: a flexible framework for differential cell-cell communication analysis from multi-sample multi-condition single-cell transcriptomics data

BioRxiv

Robin Browaeys

Jeroen Gilis

Chananchida Sang-Aram

Pieter De Bleser

Levi Hoste

...

2023

Spotless: a reproducible pipeline for benchmarking cell type deconvolution in spatial transcriptomics

bioRxiv

Chananchida Sang-aram

Robin Browaeys

Ruth Seurinck

Yvan Saeys

2023/3/24

Gut Inflammation in axial Spondyloarthritis patients is characterized by a marked Type 17 skewed mucosal Innate‐like T cell signature

Arthritis & Rheumatology

Céline Mortier

Katrien Quintelier

Ann‐Sophie De Craemer

Thomas Renson

Liselotte Deroo

...

2023/11

QT–GWAS: A novel method for unveiling biosynthetic loci affecting qualitative metabolic traits

Molecular plant

Marlies Brouckaert

Meng Peng

René Höfer

Chiarina Darrah

Véronique Storme

...

2023/7/3

See List of Professors in Yvan Saeys University(Universiteit Gent)

Co-Authors

H-index: 136
Yves Van de Peer

Yves Van de Peer

Universiteit Gent

H-index: 87
De Baets Bernard

De Baets Bernard

Universiteit Gent

H-index: 69
Klaas Vandepoele

Klaas Vandepoele

Universiteit Gent

H-index: 60
Louis Wehenkel

Louis Wehenkel

Université de Liège

H-index: 53
Chris Cornelis

Chris Cornelis

Universiteit Gent

H-index: 48
Pierre Geurts

Pierre Geurts

Université de Liège

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