Marta Vallejo, PhD, FHEA
Marta Vallejo, PhD, FHEA
Tenure Track Research Fellow in Biomedical Signal and Image Processing at Heriot-Watt University
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
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
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
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, 1-21, 2021
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
Fluorescence lifetime endomicroscopic image-based ex-vivo human lung cancer differentiation using machine learning
Q Wang, M Vallejo, J Hopgood
TechRxiv, 2020
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
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
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
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
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
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
Evaluation of recurrent neural network models for Parkinson’s disease classification using drawing data
A Shenoy, MA Lones, SL Smith, M Vallejo
43rd Annual International Conference of the IEEE Engineering in Medicine and …, 2021
Deep Learning-Assisted Co-registration of Full-Spectral Autofluorescence Lifetime Microscopic Images with H&E-Stained Histology Images
Q Wang, S Fernandes, GOS Williams, N Finlayson, AR Akram, K Dhaliwal, ...
arXiv preprint arXiv:2202.07755, 2022
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
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
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