Marta Vallejo, PhD, FHEA

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David CorneProfessor of Computer Science, Heriot-Watt University, EdinburghVerified email at macs.hw.ac.uk
Stephen L. SmithProfessor in Electronic Engineering, University of YorkVerified email at york.ac.uk
Verena RieserProfessor of Artificial Intelligence, Heriot-Watt University, EdinburghVerified email at hw.ac.uk
Michael LonesAssociate Professor, Department of Computer Science, Heriot-Watt UniversityVerified email at hw.ac.uk
Alistair Campbell McConnellAssistant Professor In Computer ScienceVerified email at hw.ac.uk
Renan C. MoioliDigital Metropolis Institute, Federal University of Rio Grande do Norte, BrazilVerified email at imd.ufrn.br
Fabricio Lima BrasilPesquisador do Instituto Internacional de Neurociências Edmond e Lily Safra (IIN-ELS), do InstitutoVerified email at isd.org.br
Adam A. StokesThe University of Edinburgh, School of EngineeringVerified email at ed.ac.uk
James R HopgoodUniversity of Edinburgh, School of EngineeringVerified email at ed.ac.uk
Qiang WangUniversity of EdinburghVerified email at ed.ac.uk
A/Prof Jane AltyUniversity of Tasmania, AustraliaVerified email at utas.edu.au
Markus P. NemitzAssistant Professor of Robotics, Worcester Polytechnic InstituteVerified email at wpi.edu
Nicola SeccianiDepartment of Industrial Engineering, University of FlorenceVerified email at unifi.it
Ahsan AkramUniversity of Edinburgh/Department of Respiratory MedicineVerified email at ed.ac.uk
Mohamad AlissaPhD Data Scientist | Multidisciplinary Researcher | Computer EngineerVerified email at napier.ac.uk
Gareth O S WilliamsUniversity of EdinburghVerified email at ed.ac.uk
Ahmad 'Athif Mohd FaudziFaculty of Engineering, Universiti Teknologi MalaysiaVerified email at fke.utm.my
OM PRAKASH SINGHTyndall National InstituteVerified email at tyndall.ie
Madhanagopal JagannathanHealthy Ageing Tamil Nadu FoundationVerified email at healthyageingtnf.org.in
Ismail M. El-BadawyAssistant Lecturer of Electronics and Communication Engineering, AAST, Cairo, EgyptVerified email at aast.edu

Marta Vallejo, PhD, FHEA

Tenure Track Research Fellow in Biomedical Signal and Image Processing at Heriot-Watt University

Verified email at hw.ac.uk - Homepage

Machine Learning Cancer Classification Parkinson's Disease Deep Learning Genetic Algorithms


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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	55	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	21	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	8	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	8	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	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	5	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	5	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	4	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	4	2020
Fluorescence lifetime endomicroscopic image-based ex-vivo human lung cancer differentiation using machine learning Q Wang, M Vallejo, J Hopgood TechRxiv, 2020	4	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	4	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	3	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	3	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	2	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	2	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	1	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	1	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		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		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		2021

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