EMBL Heidelberg, Meyerhofstraße 1, 69117 Heidelberg, Germany

ORCID iD: iD icon0000-0002-8383-1103

Publications

Total: 5 publication(s)

2020

Ovchinnikova K, Kovalev V, Stuart L, Alexandrov T. (2020)

OffsampleAI: artificial intelligence approach to recognize off-sample mass spectrometry images.

BMC Bioinformatics 21(1) doi: 10.1186/s12859-020-3425-x
Europe PMC | doi

Ovchinnikova K, Stuart L, Rakhlin A, Nikolenko S, Alexandrov T. (2020)

ColocML: Machine learning quantifies co-localization between mass spectrometry images.

Bioinformatics 36(10) doi: 10.1093/bioinformatics/btaa085
Europe PMC | doi


2019

Katja Ovchinnikova, Alexander Rakhlin, Lachlan Stuart, Sergey Nikolenko, Theodore Alexandrov. (2019)

ColocAI: artificial intelligence approach to quantify co-localization between mass spectrometry images.

bioRxiv 758425 doi: 10.1101/758425
doi

Katja Ovchinnikova, Vitaly Kovalev, Lachlan Stuart, Theodore Alexandrov. (2019)

Recognizing off-sample mass spectrometry images with machine and deep learning.

bioRxiv 518977 doi: 10.1101/518977
doi

Theodore Alexandrov, Katja Ovchnnikova, Andrew Palmer, Vitaly Kovalev, Artem Tarasov, Lachlan Stuart, Renat Nigmetzianov, Dominik Fay, Key METASPACE Contributors. (2019)

METASPACE: A community-populated knowledge base of spatial metabolomes in health and disease.

bioRxiv 539478 doi: 10.1101/539478
doi