Gerben Menschaert

About Gerben Menschaert

Gerben Menschaert, With an exceptional h-index of 33 and a recent h-index of 29 (since 2020), a distinguished researcher at Universiteit Gent, specializes in the field of Bioinformatics - NGS - Mass spectrometry - Peptidomics - Proteomics - Epigenetics - RIBO-seq.

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

Deep learning to decode sites of RNA translation in normal and cancerous tissues

Pre-trained Maldi Transformers improve MALDI-TOF MS-based prediction

An antimicrobial drug recommender system using MALDI-TOF MS and dual-branch neural networks

TIS transformer: remapping the human proteome using deep learning

RIBO-former: applying attention-based neural networks for precise delineation of translated open reading frames using ribosome profiling data.

MULTIMODAL DEREGULATION OF IMPRINTED GENE HM13 LEADS TO PAN-CANCER UPREGULATION OF PUTATIVE ONCOGENE MCTS2

RIBO-former: leveraging ribosome profiling information to improve the detection of translated open reading frames.

Discovery of non-canonical translation products and functional annotation of a novel overlapping gene in C. elegans

Gerben Menschaert Information

University

Position

Biobix Lab of Bioinformatics and Computational Genomics FBE

Citations(all)

3847

Citations(since 2020)

2340

Cited By

2470

hIndex(all)

33

hIndex(since 2020)

29

i10Index(all)

55

i10Index(since 2020)

51

Email

University Profile Page

Google Scholar

Gerben Menschaert Skills & Research Interests

Bioinformatics - NGS - Mass spectrometry - Peptidomics - Proteomics - Epigenetics - RIBO-seq

Top articles of Gerben Menschaert

Deep learning to decode sites of RNA translation in normal and cancerous tissues

bioRxiv

2024

Pre-trained Maldi Transformers improve MALDI-TOF MS-based prediction

bioRxiv

2024

An antimicrobial drug recommender system using MALDI-TOF MS and dual-branch neural networks

bioRxiv

2023/9/29

Gerben Menschaert
Gerben Menschaert

H-Index: 22

Willem Waegeman
Willem Waegeman

H-Index: 26

TIS transformer: remapping the human proteome using deep learning

NAR Genomics and Bioinformatics

2023/3/1

Ramneek Gupta
Ramneek Gupta

H-Index: 30

Gerben Menschaert
Gerben Menschaert

H-Index: 22

RIBO-former: applying attention-based neural networks for precise delineation of translated open reading frames using ribosome profiling data.

2023

MULTIMODAL DEREGULATION OF IMPRINTED GENE HM13 LEADS TO PAN-CANCER UPREGULATION OF PUTATIVE ONCOGENE MCTS2

2023

RIBO-former: leveraging ribosome profiling information to improve the detection of translated open reading frames.

bioRxiv

2023

Ramneek Gupta
Ramneek Gupta

H-Index: 30

Gerben Menschaert
Gerben Menschaert

H-Index: 22

Discovery of non-canonical translation products and functional annotation of a novel overlapping gene in C. elegans

2022/10/14

sORF Encoded Peptides in Health and Disease

Frontiers in Genetics

2022/3/24

Gerben Menschaert
Gerben Menschaert

H-Index: 22

CpG Transformer for imputation of single-cell methylomes

Bioinformatics

2022/2/1

Gerben Menschaert
Gerben Menschaert

H-Index: 22

Willem Waegeman
Willem Waegeman

H-Index: 26

Identification of Non-Canonical Translation Products in C. elegans Using Tandem Mass Spectrometry

Frontiers in Genetics

2021/10/25

Geert Baggerman
Geert Baggerman

H-Index: 25

Gerben Menschaert
Gerben Menschaert

H-Index: 22

Ion mobility coupled to a time-of-flight mass analyzer combined with fragment intensity predictions improves identification of classical bioactive peptides and small open …

Frontiers in Cell and Developmental Biology

2021/9/17

Geert Baggerman
Geert Baggerman

H-Index: 25

Gerben Menschaert
Gerben Menschaert

H-Index: 22

Explainability in transformer models for functional genomics

Briefings in bioinformatics

2021/9

Gerben Menschaert
Gerben Menschaert

H-Index: 22

Willem Waegeman
Willem Waegeman

H-Index: 26

A community-driven roadmap to advance research on translated open reading frames detected by Ribo-seq

BioRxiv

2021/6/10

Downregulation of the FTO m6A RNA demethylase promotes EMT-mediated progression of epithelial tumors and sensitivity to Wnt inhibitors

Nature cancer

2021/6

Downregulation of the m6A RNA demethylase FTO in epithelial cancers promotes EMT-mediated tumor progression and confers sensitivity to Wnt inhibitors

Nature Cancer

2021/6/1

TIS transformer: re-annotation of the human proteome using deep learning

bioRxiv

2021/1/1

Ramneek Gupta
Ramneek Gupta

H-Index: 30

Gerben Menschaert
Gerben Menschaert

H-Index: 22

Role of coelomocytes and immunity in axenic dietary restriction

2021

Mitochondrial peptide BRAWNIN is essential for vertebrate respiratory complex III assembly

Nature communications

2020/3/11

See List of Professors in Gerben Menschaert University(Universiteit Gent)