Concepedia

Dmitry V. Dylov

DV

Statistics

Publications

34

Citations

1.1K

H-Index

19

Active since

2006

Affiliations

Skolkovo Institute of Science and Technology(Current)

Princeton University

State Scientific Center of the Russian Federation - Federal Medical Biophysical Center named after A.I. Burnazyan

Philips (Finland)

GE Global Research (United States)

Dmitry V. Dylov is an author at Skolkovo Institute of Science and Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningMedical ImagingBiomedical ImagingMedical Image ComputingPhotonicsDeep LearningImage AnalysisComputer Vision

Publications per year

2006–2025

34

Publications

34

Anomaly Detection in Medical Imaging With Deep Perceptual Autoencoders

Nina Shvetsova, Bart Bakker, Irina Fedulova et al. · IEEE Access · 2021 · 134 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +18

Nonlinear self-filtering of noisy images via dynamical stochastic resonance

Dmitry V. Dylov, Jason W. Fleischer · Nature Photonics · 2010 · 119 citations

Engineering, Nonlinear Self-filtering, Biomedical Imaging +5

Medical image captioning via generative pretrained transformers

Alexander Selivanov, Oleg Y. Rogov, Daniil Chesakov et al. · Scientific Reports · 2023 · 89 citations · Full text

Observation of All-Optical Bump-on-Tail Instability

Dmitry V. Dylov, Jason W. Fleischer · Physical Review Letters · 2008 · 54 citations · Full text

MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images

David Zimmerer, Peter M. Full, Fabian Isensee et al. · IEEE Transactions on Medical Imaging · 2022 · 54 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +29

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