Concepedia

Nikita Moshkov

NM

9

Publications

600

Citations

9

H-Index

2019

Active since

Affiliations

HUN-REN Szegedi Biológiai Kutatóközpont(Current)

Broad Institute

University of Szeged

National Research University Higher School of Economics

Institute for Molecular Medicine Finland

Nikita Moshkov is an author at HUN-REN Szegedi Biológiai Kutatóközpont specializing in deep learning, engineering, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningCell BiologyData ScienceImage AnalysisComputer VisionSystems BiologyMedical Image ComputingMedicine

Publications per year

2019–2024

9

Publications

9

Test-time augmentation for deep learning-based cell segmentation on microscopy images

Nikita Moshkov, Botond Mathe, Attila Kertész‐Farkas et al. · Scientific Reports · 2020 · 202 citations · Full text

Predicting compound activity from phenotypic profiles and chemical structures

Nikita Moshkov, Tim Becker, Kevin Yang et al. · Nature Communications · 2023 · 97 citations · Full text

Learning representations for image-based profiling of perturbations

Nikita Moshkov, Michael Bornholdt, Santiago Benoit et al. · Nature Communications · 2024 · 92 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +19

AnnotatorJ: an ImageJ plugin to ease hand annotation of cellular compartments

Réka Hollandi, Ákos Diósdi, Gábor Hollandi et al. · Molecular Biology of the Cell · 2020 · 47 citations · Full text

Learning representations for image-based profiling of perturbations

Nikita Moshkov, Michael Bornholdt, Santiago Benoit et al. · 2022 · 45 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +18

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