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Victor Tkachev
Publication Activity (10 Years)
Years Active: 2017-2019
Publications (10 Years): 4
Top Topics
Cancer Patients
Gene Expression Data
Machine Learning Methods
Microarray Data
Top Venues
ICCBB
BMC Bioinform.
ISMCO
Braverman Readings in Machine Learning
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Publications
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Nicolas Borisov
,
Irina Shabalina
,
Victor Tkachev
,
Maxim I. Sorokin
,
Andrew Garazha
,
Andrey Pulin
,
Ilya I. Eremin
,
Anton Buzdin
Shambhala: a platform-agnostic data harmonizer for gene expression data.
BMC Bioinform.
20 (1) (2019)
Victor Tkachev
,
Anton Buzdin
,
Nicolas Borisov
Flexible Data Trimming for Different Machine Learning Methods in Omics-Based Personalized Oncology.
ISMCO
(2019)
Nicolas Borisov
,
Victor Tkachev
,
Anton Buzdin
,
Ilya Muchnik
Prediction of Drug Efficiency by Transferring Gene Expression Data from Cell Lines to Cancer Patients.
Braverman Readings in Machine Learning
(2017)
Nikolay Borisov
,
Victor Tkachev
,
Ilya Muchnik
,
Anton Buzdin
Individual Drug Treatment Prediction in Oncology Based on Machine Learning Using Cell Culture Gene Expression Data.
ICCBB
(2017)