Svetlana Kutuzova

Svetlana Kutuzova

Danmarks Tekniske Universitet

H-index: 5

Europe-Denmark

Contact Svetlana Kutuzova

About Svetlana Kutuzova

Svetlana Kutuzova, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Danmarks Tekniske Universitet, specializes in the field of representation learning, autoencoders, chemometrics, scientific software, metagenome.

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

OpenMS 3 enables reproducible analysis of large-scale mass spectrometry data

Adversarial and variational autoencoders improve metagenomic binning

OpenMS 3 expands the frontiers of open-source computational mass spectrometry

Taxometer: Improving taxonomic classification of metagenomics contigs

Machine learning and deep learning applications in microbiome research

Precision diagnostic approach to predict 5-year risk for microvascular complications in type 1 diabetes

Machine learning methods for metabolomics data analysis

Bi-modal variational autoencoders for metabolite identification using tandem mass spectrometry

Svetlana Kutuzova Information

University	Danmarks Tekniske Universitet
Position	___
Citations(all)	146
Citations(since 2020)	142
Cited By	37
hIndex(all)	5
hIndex(since 2020)	5
i10Index(all)	4
i10Index(since 2020)	4
Email	Access Email
University Profile Page	Danmarks Tekniske Universitet
Google Scholar	View Google Scholar Profile

Svetlana Kutuzova Skills & Research Interests

representation learning

autoencoders

chemometrics

scientific software

metagenome

Top articles of Svetlana Kutuzova

OpenMS 3 enables reproducible analysis of large-scale mass spectrometry data

Nature Methods

2024/2/16

Chris Bielow

H-Index: 11

Kyowon Jeong

H-Index: 6

Oliver Alka

H-Index: 6

George Rosenberger

H-Index: 21

Svetlana Kutuzova

H-Index: 1

Hannes Röst

H-Index: 29

Oliver Kohlbacher

H-Index: 46

Timo Sachsenberg

H-Index: 19

Adversarial and variational autoencoders improve metagenomic binning

Communications Biology

2023/10/21

Svetlana Kutuzova

H-Index: 1

Simon Rasmussen

H-Index: 47

OpenMS 3 expands the frontiers of open-source computational mass spectrometry

2023/8/23

Timo Sachsenberg

H-Index: 19

Chris Bielow

H-Index: 11

Kyowon Jeong

H-Index: 6

Oliver Alka

H-Index: 6

George Rosenberger

H-Index: 21

Svetlana Kutuzova

H-Index: 1

Hannes Röst

H-Index: 29

Oliver Kohlbacher

H-Index: 46

Taxometer: Improving taxonomic classification of metagenomics contigs

bioRxiv

2023

Svetlana Kutuzova

H-Index: 1

Mads Nielsen

H-Index: 24

Simon Rasmussen

H-Index: 47

Machine learning and deep learning applications in microbiome research

2022/10/6

Svetlana Kutuzova

H-Index: 1

Lars Hestbjerg Hansen

H-Index: 42

Mads Nielsen

H-Index: 24

Simon Rasmussen

H-Index: 47

Precision diagnostic approach to predict 5-year risk for microvascular complications in type 1 diabetes

EBioMedicine

2022/6/1

Svetlana Kutuzova

H-Index: 1

Peter Henriksen

H-Index: 19

Cristina Legido-Quigley

H-Index: 23

Machine learning methods for metabolomics data analysis

2022

Svetlana Kutuzova

H-Index: 1

Bi-modal variational autoencoders for metabolite identification using tandem mass spectrometry

bioRxiv

2021/8/4

Svetlana Kutuzova

H-Index: 1

Christian Igel

H-Index: 30

Mads Nielsen

H-Index: 24

Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts

arXiv preprint arXiv:2101.07240

2021/1/18

Svetlana Kutuzova

H-Index: 1

Oswin Krause

H-Index: 7

Mads Nielsen

H-Index: 24

Christian Igel

H-Index: 30

SmartPeak automates targeted and quantitative metabolomics data processing

Analytical Chemistry

2020/12/3

Svetlana Kutuzova

H-Index: 1

Timo Sachsenberg

H-Index: 19

Oliver Alka

H-Index: 6

Oliver Kohlbacher

H-Index: 46

Bo Burla

H-Index: 14

Lars Nielsen

H-Index: 20

See List of Professors in Svetlana Kutuzova University(Danmarks Tekniske Universitet)

Co-Authors

H-index: 75

Oliver Kohlbacher — Oliver Kohlbacher
Eberhard Karls Universität Tübingen

Visit Oliver Kohlbacher Page

H-index: 53

Christian Igel — Christian Igel
Københavns Universitet

Visit Christian Igel Page

H-index: 45

Mads Nielsen — Mads Nielsen
Københavns Universitet

Visit Mads Nielsen Page

H-index: 37

Hannes Röst — Hannes Röst
University of Toronto

Visit Hannes Röst Page

H-index: 26

Timo Sachsenberg — Timo Sachsenberg
Eberhard Karls Universität Tübingen

Visit Timo Sachsenberg Page

H-index: 21

Bo Burla — Bo Burla
National University of Singapore

Visit Bo Burla Page

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