Marta Vallejo, PhD, FHEA 个人学术档案

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David CorneProfessor of Computer Science, Heriot-Watt University, Edinburgh在 macs.hw.ac.uk 的电子邮件经过验证
Qiang WangUniversity of Edinburgh在 ed.ac.uk 的电子邮件经过验证
James R HopgoodUniversity of Edinburgh, School of Engineering在 ed.ac.uk 的电子邮件经过验证
Alistair Campbell McConnellAssistant Professor In Computer Science在 hw.ac.uk 的电子邮件经过验证
Renan C. MoioliDigital Metropolis Institute, Federal University of Rio Grande do Norte, Brazil在 imd.ufrn.br 的电子邮件经过验证
Fabricio Lima BrasilPesquisador do Instituto Internacional de Neurociências Edmond e Lily Safra (IIN-ELS), do Instituto在 isd.org.br 的电子邮件经过验证
Professor Adam A. StokesChair of Bioinspired Engineering, The University of Edinburgh, School of Engineering在 ed.ac.uk 的电子邮件经过验证
Michael LonesAssociate Professor, Department of Computer Science, Heriot-Watt University在 hw.ac.uk 的电子邮件经过验证
A/Prof Jane AltyUniversity of Tasmania, Australia在 utas.edu.au 的电子邮件经过验证
Ahsan AkramUniversity of Edinburgh/Department of Respiratory Medicine在 ed.ac.uk 的电子邮件经过验证
Verena RieserGoogle DeepMind在 deepmind.com 的电子邮件经过验证
Gareth O S WilliamsUniversity of Edinburgh在 ed.ac.uk 的电子邮件经过验证
Kev DhaliwalProfessor of Molecular Imaging and Healthcare Technology, University of Edinburgh在 ed.ac.uk 的电子邮件经过验证
Mohamad AlissaPhD Senior Data Scientist | Multidisciplinary Researcher | Computer Engineer在 napier.ac.uk 的电子邮件经过验证
Ahmad 'Athif Mohd FaudziFaculty of Engineering, Universiti Teknologi Malaysia在 fke.utm.my 的电子邮件经过验证
OM PRAKASH SINGHLecturer in Digital Health, Centre for Health Technology, Plymouth University在 plymouth.ac.uk 的电子邮件经过验证
Madhanagopal JagannathanPhiladelphia University, Healthy Ageing Tamil Nadu Foundation在 philadelphia.edu.jo 的电子邮件经过验证
Ismail M. El-BadawyAssistant Professor of Electronics and Communications Engineering, AAST, Cairo, Egypt.在 aast.edu 的电子邮件经过验证
Aysha Ali在 student.buid.ac.ae 的电子邮件经过验证
Markus P. NemitzAssistant Professor of Mechanical Engineering, Tufts University在 tufts.edu 的电子邮件经过验证

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Marta Vallejo, PhD, FHEA

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

在 hw.ac.uk 的电子邮件经过验证 - 首页

Machine Learning Deep Learning Genetic Algorithms for Cancer and Neurological conditions


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
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	81	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	40	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	24	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	14	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	10	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
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
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	7	2022
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	4	2015
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
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

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