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Marta Vallejo, PhD, FHEA
Marta Vallejo, PhD, FHEA
Tenure Track Research Fellow in Biomedical Signal and Image Processing at Heriot-Watt University
Verifisert e-postadresse på hw.ac.uk - Startside
Tittel
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Sitert av
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Robotic devices and brain–machine interfaces for hand rehabilitation post-stroke
A McConnell, R Moioli, F Brasil, M Vallejo, D Corne, P Vargas, A Stokes
Journal Rehabilitation Medicine 49, 449-460, 2017
612017
SOPHIA: soft orthotic physiotherapy hand interactive aid
AC McConnell, M Vallejo, RC Moioli, FL Brasil, N Secciani, MP Nemitz, ...
Frontiers in Mechanical Engineering 3, 3, 2017
212017
Parkinson’s disease diagnosis using convolutional neural networks and figure-copying tasks
M Alissa, MA Lones, J Cosgrove, JE Alty, S Jamieson, SL Smith, M Vallejo
Neural Computing and Applications 34 (2), 1433-1453, 2022
92022
Evolutionary Algorithms under Noise and Uncertainty: a location-allocation case study
M Vallejo, D Corne
IEEE Symposium on Computational Intelligence in Dynamic and Uncertain …, 2016
92016
Genetic algorithm evaluation of green search allocation policies in multilevel complex urban scenarios
M Vallejo, V Rieser, DW Corne
Journal of computational science 9, 57-63, 2015
92015
A fast approximative approach for the vehicle routing problem
M Vallejo, PA Vargas, DW Corne
2012 12th UK Workshop on Computational Intelligence (UKCI), 1-8, 2012
82012
Deep learning in ex-vivo lung cancer discrimination using fluorescence lifetime endomicroscopic images
Q Wang, JR Hopgood, N Finlayson, GOS Williams, S Fernandes, ...
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
62020
Fluorescence lifetime endomicroscopic image-based ex-vivo human lung cancer differentiation using machine learning
Q Wang, M Vallejo, J Hopgood
TechRxiv, 2020
52020
Combining Soft Robotics and Brain-Machine Interfaces for Stroke Rehabilitation
PA Vargas, FL Brasil, AC McConnell, M Vallejo, DW Corne, AA Stokes, ...
Converging Clinical and Engineering Research on Neurorehabilitation II 15 …, 2017
52017
Evolving Urbanisation Policies - Using a Statistical Model to Accelerate Optimisation over Agent-based Simulations
M Vallejo, D Corne, V Rieser
ICAART 2013 - 5th International Conference on Agents and Artificial …, 2013
52013
Agent-based Modelling for Green Space Allocation in Urban Areas
M Vallejo, V Rieser, D Corne
Proceedings of the International Conference on Agents and Artificial …, 2015
42015
Exploring diagnostic models of Parkinson's disease with multi-objective regression
M Vallejo, S Jamieson, J Cosgrove, SL Smith, MA Lones, JE Alty, ...
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
32016
Evolving optimal spatial allocation policies for complex and uncertain environments
M Vallejo, D Corne, V Rieser
Communications in Computer and Information Science 449 (2014), 351-369, 2014
32014
Evaluation of Recurrent Neural Network Models for Parkinson's Disease Classification Using Drawing Data
AS AV, MA Lones, SL Smith, M Vallejo
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
22021
Classification of SARS-CoV-2 and non-SARS-CoV-2 using machine learning algorithms
OP Singh, M Vallejo, IM El-Badawy, A Aysha, J Madhanagopal, ...
Computers in biology and medicine 136, 104650, 2021
22021
Online/offline evolutionary algorithms for dynamic urban green space allocation problems
M Vallejo, D Corne, P Vargas
Journal of Experimental & Theoretical Artificial Intelligence, 1--25, 2016
22016
A multi-objective approach to predicting motor and cognitive deficit in parkinson's disease patients
M Vallejo, J Cosgrove, JE Alty, S Jamieson, SL Smith, DW Corne, ...
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016
22016
Multi-Scale Aggregated-Dilation Network for ex-vivo Lung Cancer Detection with Fluorescence Lifetime Imaging Endomicroscopy
Q Wang, JR Hopgood, M Vallejo
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
12021
Fluorescence lifetime imaging endomicroscopy-based ex-vivo lung cancer prediction using multi-scale concatenated-dilation convolutional neural networks
Q Wang, JR Hopgood, M Vallejo
Medical Imaging 2021: Computer-Aided Diagnosis 11597, 617-626, 2021
12021
A layer-level multi-scale architecture for lung cancer classification with fluorescence lifetime imaging endomicroscopy
Q Wang, JR Hopgood, S Fernandes, N Finlayson, GOS Williams, ...
Neural Computing and Applications 34 (21), 18881-18894, 2022
2022
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