Marta Vallejo, PhD, FHEA

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David CorneProfessor of Computer Science, Heriot-Watt University, EdinburghVerified email at macs.hw.ac.uk
James R HopgoodUniversity of Edinburgh, School of EngineeringVerified email at ed.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
Professor Adam A. StokesChair of Bioinspired Engineering, The University of Edinburgh, School of EngineeringVerified email at ed.ac.uk
Qiang WangUniversity of EdinburghVerified email at ed.ac.uk
Michael LonesProfessor, Department of Computer Science, Heriot-Watt UniversityVerified email at hw.ac.uk
Prof Jane AltyUniversity of Tasmania, AustraliaVerified email at utas.edu.au
Verena RieserGoogle DeepMindVerified email at deepmind.com
Ahsan AkramUniversity of Edinburgh/Department of Respiratory MedicineVerified email at ed.ac.uk
Gareth O S WilliamsUniversity of EdinburghVerified email at ed.ac.uk
Kev DhaliwalProfessor of Molecular Imaging and Healthcare Technology, University of EdinburghVerified email at ed.ac.uk
Mohamad AlissaPhD Senior Data Scientist | Multidisciplinary Researcher | Computer EngineerVerified email at napier.ac.uk
Ahmad 'Athif Mohd FaudziFaculty of Engineering, Universiti Teknologi MalaysiaVerified email at fke.utm.my
OM PRAKASH SINGHLecturer in Digital Health, Centre for Health Technology, Plymouth UniversityVerified email at plymouth.ac.uk
Madhanagopal JagannathanPhiladelphia University, Healthy Ageing Tamil Nadu FoundationVerified email at philadelphia.edu.jo
Ismail M. El-BadawyAssistant Professor of Electronics and Communications Engineering, AAST, Cairo, Egypt.Verified email at aast.edu
Aysha AliVerified email at student.buid.ac.ae
Markus P. NemitzAssistant Professor of Mechanical Engineering, Tufts UniversityVerified email at tufts.edu

Marta Vallejo, PhD, FHEA

Assistant Professor at Heriot-Watt University (School of Computer Sciences)

Verified email at hw.ac.uk - Homepage

Machine Learning Deep Learning Genetic Algorithms for Cancer and Neurological conditions


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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	84	2017
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	44	2022
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	26	2021
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	23	2017
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	15	2015
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	11	2020
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	10	2016
Fluorescence lifetime endomicroscopic image-based ex-vivo human lung cancer differentiation using machine learning Q Wang, J Hopgood, M Vallejo SPIE Medical Imaging 11597, 2023	8	2023
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	8	2022
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	8	2021
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	8	2016
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
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	7	2013
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, ... Communications Biology 5 (1119), 7, 2022	6	2022
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	6	2017
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	5	2021
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	5	2016
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	5	2015
Applications of machine learning in time-domain fluorescence lifetime imaging: a review D Gouzou, A Taimori, T Haloubi, N Finlayson, Q Wang, JR Hopgood, ... Methods and Applications in Fluorescence 12 (2), 022001, 2024	4	2024
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	3	2016

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