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Mykhaylo Zayats
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Year
Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue Pathology
JP Epperlein, M Zayats, S Tirupathi, S Zhuk, T Tchrakian, ...
AMIA Annual Symposium Proceedings 2021, 428, 2021
92021
Domain decomposition for a linear advection-diffusion equation by means of minimax filtering
E Ragnoli, S Zhuk, M Zayats, M Hartnett
2014 European Control Conference (ECC), 2733-2738, 2014
82014
Localised filtering for transport models
E Ragnoli, S Zhuk, M Zayats, M Hartnett
2015 54th IEEE Conference on Decision and Control (CDC), 449-454, 2015
6*2015
Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery
HT Lam, ML Sbodio, MM Gallindo, M Zayats, R Fernandez-Diaz, V Valls, ...
arXiv preprint arXiv:2306.12802, 2023
52023
Dynamic NIR Fluorescence Imaging and Machine Learning Framework for Stratifying High vs. Low Notch-Dll4 Expressing Host Microenvironment in Triple-Negative Breast Cancer
S Shafiee, J Jagtap, M Zayats, J Epperlein, A Banerjee, A Geurts, M Flister, ...
Cancers 15 (5), 1460, 2023
42023
Organization analysis platform for workforce recommendations
A Prakash, J Goyal, E Delany, M Zayats, JE Mannion, YM Browne
US Patent 11,354,608, 2022
42022
Global observer design for Navier-Stokes equations in 2D
M Zayats, E Fridman, S Zhuk
2021 60th IEEE Conference on Decision and Control (CDC), 1862-1867, 2021
42021
Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed Neural Networks
M Zayats, MJ Zimoń, K Yeo, S Zhuk
2022 IEEE 61st Conference on Decision and Control (CDC), 3377-3382, 2022
32022
Systems And Methods For Prioritizing The Selection Of Targeted Genes Associated With Diseases For Drug Discovery Based On Human Data
UL Qurrat, M Zayats, P Moreau, F BRENNAN, S Pai, L Costabello, ...
US Patent App. 16/818,412, 2021
32021
Detectability and global observer design for 2D Navier–Stokes equations with uncertain inputs
S Zhuk, M Zayats, E Fridman
Automatica 153, 111043, 2023
2*2023
Localised sequential state estimation for advection dominated flows with non-Gaussian uncertainty description
E Ragnoli, M Zayats, F O'Donncha, S Zhuk
Journal of Computational Physics 387, 356-375, 2019
22019
A recommender for the management of chronic pain in patients undergoing spinal cord stimulation
T Tchrakian, M Zayats, A Pascale, D Huynh, P Parida, CA Rios, S Zhuk, ...
2023 IEEE International Conference on Digital Health (ICDH), 109-114, 2023
12023
Information Flow in Graph Neural Networks: A Clinical Triage Use Case
V Valls, M Zayats, A Pascale
IEEE International Conference on Digital Health(ICDH), 81-87, 2023
12023
Continuous knowledge graph for links and weight predictions
M Zayats, S Zhuk
US Patent App. 17/456,750, 2023
12023
Knowledge Enhanced Representation Learning for Drug Discovery
TL Hoang, ML Sbodio, MM Galindo, M Zayats, R Fernandez-Diaz, V Valls, ...
Proceedings of the AAAI Conference on Artificial Intelligence 38 (9), 10544 …, 2024
2024
Compound discovery via information divergence with knowledge graphs
F Lecue, C Bouhini, J Hayes, M Zayats, N McCarthy, UL Qurrat
US Patent 11,789,991, 2023
2023
Reflectance Mode Fluorescence Optical Tomography with Consumer-Grade Cameras
M Zayats, C Hansen, R Cahill, G Gallagher, R Malallah, A Joshi, S Zhuk
International Conference on Medical Image Computing and Computer-Assisted …, 2023
2023
THREE-DIMENSIONAL DELINEATION OF TUMOR BOUNDARIES VIA SUPERVISED MACHINE LEARNING ALGORITHMS AND AUGMENTED REALITY
S Tirupathi, JP Epperlein, P Mac Aonghusa, R Nair, TT Tchrakian, ...
US Patent App. 17/646,263, 2023
2023
Identifying correlated roles using a system driven by a neural network
M Zayats, BMJ Golla
US Patent 11,687,848, 2023
2023
Density-based computation for information discovery in knowledge graphs
F Lecue, C Bouhini, J Hayes, M Zayats, N McCarthy, UL Qurrat
US Patent 11,636,123, 2023
2023
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