Stephen Leslie Smith

Search results

• 2024

  A Complete Pipeline for Heart Rate Extraction from Infant ECG

  Mason, H. T., Martinez Cedillo, P., Vuong, Q., Garcia De Soria Bazan, M. D. C., Smith, S. L., Geangu, E. & Knight, M. I., 6 Mar 2024, (Accepted/In press) In: Signals.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2023

  Deep Learning Based Fall Detection using WiFi Channel State Information

  Chu, Y., Cumanan, K., Sankarpandi, S., Smith, S. L. & Dobre, O. A., 1 Aug 2023, In: IEEE Access. 11, p. 83763-83780 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• EgoActive: Integrated wireless wearable sensors for capturing infant egocentric auditory-visual statistics and autonomic nervous system function ‘in the wild’

  Geangu, E., Smith, W. A. P., Mason, H. T., Priscilla Martinez-Cedillo, A., Hunter, D., Knight, M. I., Liang, H., Garcia De Soria Bazan, M. D. C., Ho Tse, Z. T., Rowland, T., Corpuz, D., Hunter, J., Singh, N., Vuong, Q., Abdelgayed, M. R. S., Mullineaux, D. R., Smith, S. L. & Muller, B., 16 Sept 2023, In: Sensors. 23, 18, 47 p., 7930.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Will the biopsychosocial model of medicine survive in the age of artificial intelligence and machine learning?

  Leentjens, A. F. G. & Smith, S. L., 1 May 2023, In: Journal of Psychosomatic Research. 168, 4 p., 111207.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2022

  Challenges of Incorporating Digital Health Technology Outcomes in a Clinical Trial: Experiences from PD STAT

  Day, J., Smith, S. L., Noyce, A., Alty, J. E., Jeffery, A. & Carroll, C., 8 Jul 2022, In: Journal of Parkinson's Disease. 12, 5, p. 1605-1609

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Exploring Medieval Manuscripts Writer Predictability: A Study on Scribe and Letter Identification

  Nascimento, F., Smith, S. L. & Da Costa‑Abreu, M., 2 Sept 2022, In: Digital Studies / Le champ numérique. 12, 1, 41 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Geste antagoniste effects on motor performance in dystonia—a kinematic study

  Newby, R., Muhamed, S. A., Alty, J. E., Cosgrove, J., Smith, S. L. & Kempster, P., 3 Aug 2022, In: Movement Disorders Clinical Practice. p. 759-764 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Parkinson's Disease Diagnosis using Convolutional Neural Networks and Figure-copying Tasks

  Alissa, M., Lones, M. A., Cosgrove, J., Alty, J. E., Jamieson, S., Smith, S. L. & Vallejo, M., Jan 2022, In: Neural computing & applications. 34, p. 1433–1453

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2021

  Significant cognitive decline in Parkinson’s disease exacerbates the reliance on visual feedback during upper limb reaches

  Cosgrove, J., Hinder, M., St George, R., Picardi, C., Smith, S. L., Lones, M. A., Jamieson, S. & Alty, J. E., 16 Jul 2021, In: Neuropsychologia. 157, 7 p., 107885.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2020

  Investigating the use of an ensemble of evolutionary algorithms for letter identification in tremulous medieval handwriting

  Souza da Silva, R., Da Costa‑Abreu, M. & Smith, S. L., 15 Jun 2020, (E-pub ahead of print) In: Evolutionary Intelligence. 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Machine learning discriminates a movement disorder in a zebrafish model of Parkinson's disease

  Hughes, G., Lones, M., M, B., Currie, P., Smith, S. L. & Pownall, M. E., 16 Oct 2020, In: Disease Models & Mechanisms. 13, 10, 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2018

  Biochemical fingerprint of colorectal cancer cell lines using label-free live single-cell Raman spectroscopy

  Gala de Pablo, J., Armistead, F., Peyman, S., Bonthron, D., Lones, M. A., Smith, S. L. & Evans, S., 2 May 2018, (E-pub ahead of print) In: JOURNAL OF RAMAN SPECTROSCOPY. 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Objective assessment of bradykinesia in Parkinson’s disease using evolutionary algorithms: clinical validation

  Gao, C., Smith, S. L., Lones, M., Jamieson, S., Alty, J., Cosgrove, J., Zhang, P., Liu, J., Chen, Y., Du, J., Cui, S., Zhou, H. & Chen, S., 16 Aug 2018, In: Translational Neurodegeneration. 7, 1, p. 18 8 p., 18.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Using Echo State Networks for Classification: A Case Study in Parkinson's Disease Diagnosis

  Lacy, S. E., Smith, S. L. & Lones, M. A., Mar 2018, In: Artificial intelligence in medicine. 86, p. 53-59 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2017

  A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson’s Dyskinesia

  Lones, M. A., Alty, J. E., Cosgrove, J., Duggan-Carter, P., Jamieson, S., Naylor, R. F., Turner, A. J. & Smith, S. L., 25 Sept 2017, In: Journal of medical systems. 41, 11, p. 176 8 p., 176.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2016

  Characterization and Classification of Adherent Cells in Monolayer Culture using Automated Tracking and Evolutionary Algorithms

  Zhang, Z., Bedder, M., Smith, S. L., Walker, D., Shabir, S. & Southgate, J., Aug 2016, In: Biosystems. 146, p. 110-121 22 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Using Epigenetic Networks for the Analysis of Movement Associated with Levodopa Therapy for Parkinson's Disease

  Turner, A. P., Lones, M. A., Trefzer, M. A., Smith, S. L., Jamieson, S., Alty, J. E., Cosgrove, J. S. & Tyrrell, A. M., 24 Jun 2016, (E-pub ahead of print) In: Biosystems. 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2015

  Computational approaches for understanding the diagnosis and treatment of Parkinson's disease

  Smith, S. L., Lones, M. A., Bedder, M., Alty, J. E., Cosgrove, J., Maguire, R. J., Pownall, M. E., Ivanoiu, D., Lyle, C., Cording, A. & Elliott, C. J. H., Dec 2015, In: IET Systems Biology. 9, 6, p. 226-233 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
• 2014

  Artificial Biochemical Networks: Evolving Dynamical Systems to Control Dynamical Systems

  Lones, M. A., Fuente, L. A., Turner, A. P., Caves, L., Stepney, S., Smith, S. L. & Tyrrell, A., Apr 2014, In: IEEE Transactions on Evolutionary Computation. 18, 2, p. 145-166 22 p., 6423886.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Evolving classifiers to recognize the movement characteristics of Parkinson’s Disease patients

  Lones, M. A., Smith, S. L., Alty, J. E., Lacy, S., Possin, K., Jamieson, S. & Tyrrell, A., Aug 2014, In: IEEE Transactions on Evolutionary Computation. 18, 4, p. 559-576 18 p.

  Research output: Contribution to journal › Article › peer-review
• 2013

  Characterising neurological time series data using biologically motivated networks of coupled discrete maps

  Lones, M. A., Smith, S. L., Tyrrell, A. M., Alty, J. E. & Jamieson, D. R. S., May 2013, In: Biosystems. 112, 2, p. 94-101 8 p.

  Research output: Contribution to journal › Article › peer-review
• 2011

  Cartesian Genetic Programming and Its Application to Medical Diagnosis

  Smith, S. L., Nov 2011, In: Ieee computational intelligence magazine. 6, 4, p. 56-67 12 p., 6052376.

  Research output: Contribution to journal › Article › peer-review
• 2010

  Discriminating Normal and Cancerous Thyroid Cell Lines using Implicit Context Representation Cartesian Genetic Programming

  Lones, M. A., Smith, S. L., Harris, A. T., High, A. S., Fisher, S. E., Smith, D. A. & Kirkham, J., 2010, In: 2010 ieee congress on evolutionary computation (cec). p. - 6 p.

  Research output: Contribution to journal › Article › peer-review

• 2009

  Implicit Context Representation Cartesian Genetic Programming for the Assessment of Visuo-spatial Ability

  Smith, S. L. & Lones, M. A., 2009, In: 2009 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-5. p. 1072-1078 7 p.

  Research output: Contribution to journal › Article › peer-review

• Parallel evolution using multi-chromosome cartesian genetic programming

  Walker, J. A., Voelk, K., Smith, S. L. & Miller, J. F., Dec 2009, In: Journal of Genetic Programming and Evolvable Machine. 10, 4, p. 417-445 29 p.

  Research output: Contribution to journal › Article › peer-review

• Potential for Raman spectroscopy to provide cancer screening using a peripheral blood sample

  Harris, A. T., Lungari, A., Needham, C. J., Smith, S. L., Lones, M. A., Fisher, S. E., Yang, X. B., Cooper, N., Kirkham, J., Smith, D. A., Martin-Hirsch, D. P. & High, A. S., Sept 2009, In: Head & Neck Oncology. 1, p. 34-

  Research output: Contribution to journal › Article › peer-review
• 2008

  An immune network inspired evolutionary algorithm for the diagnosis of Parkinson's disease

  Smith, S. L. & Timmis, J., Oct 2008, In: Biosystems. 94, 1-2, p. 34-46 13 p.

  Research output: Contribution to journal › Article › peer-review

• Hardware Acceleration of an Immune Network Inspired Evolutionary Algorithm for Medical Diagnosis

  Smith, S. L., Greensted, A. & Timmis, J., 2008, In: INTEGRATED CIRCUIT AND SYSTEMS DESIGN: POWER AND TIMING MODELING, OPTIMIZATION AND SIMULATION. 5216, p. 34-46 13 p.

  Research output: Contribution to journal › Article › peer-review

• 2007

  A novel computer-based technique for the assessment of tremor in Parkinson's disease

  Aly, N. M., Playfer, J. R., Smith, S. L. & Halliday, D. M., Jul 2007, In: Age and Ageing. 36, 4, p. 395-399 5 p.

  Research output: Contribution to journal › Article › peer-review

• A novel computer-based technique for the assessment of tremor in Parkinsons disease

  Aly, N. M., Playfer, J. R., Smith, S. L. & Halliday, D. M., 2007, In: Age and Ageing. 36, 4, p. 395-399 5 p.

  Research output: Contribution to journal › Article › peer-review

• Diagnosis of Parkinson's disease using evolutionary algorithms

  Smith, S. L., Gaughan, P., Halliday, D. M., Ju, Q., Aly, N. M. & Playfer, J. R., Dec 2007, In: Journal of Genetic Programming and Evolvable Machine. 8, 4, p. 433-447 15 p.

  Research output: Contribution to journal › Article › peer-review

• On the use of low-cost computer peripherals for the assessment of motor dysfunction in Parkinson’s disease: Quantification of bradykinesia using target tracking tasks. 10.1109/TNSRE.2007.897020

  Allen, D. P., Playfer, J. R., Aly, N. M., Duffey, P., Heald, A., Smith, S. L. & Halliday, D. M., 2007, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 15, p. 286-294 9 p.

  Research output: Contribution to journal › Article › peer-review

• On the use of low-cost computer peripherals for the assessment of motor dysfunction in Parkinson’s disease – Quantification of bradykinesia using target tracking tasks

  Allen, D. P., Playfer, J. R., Aly, N. M., Duffey, P., Heald, A., Smith, S. L. & Halliday, D. M., Jun 2007, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 15, 2, p. 286-294 8 p.

  Research output: Contribution to journal › Article › peer-review

  File
• 2006

  Redundancy and computational efficiency in Cartesian genetic programming

  Miller, J. F. & Smith, S. L., Apr 2006, In: IEEE Transactions on Evolutionary Computation. 10, 2, p. 167-174 8 p.

  Research output: Contribution to journal › Article › peer-review
• 2005

  Location of structural sections from within a highly distorted complex line drawing

  Canham, R. O., Smith, S. L. & Tyrrell, A. M., Dec 2005, In: IEE Proc. Vision, Image & Signal Processing. 152, 6, p. 741-749 9 p.

  Research output: Contribution to journal › Article › peer-review
• 2000

  Embryonics: A Bio-Inspired Cellular Architecture with Fault-Tolerant Properties

  Ortega, C., Mange, D., Smith, S. L. & Tyrrell, A. M., 1 Jul 2000, In: Journal of Genetic Programming and Evolvable Machines. 1, 3, p. 187-215 29 p.

  Research output: Contribution to journal › Article › peer-review

• Recognition and grading of severely distorted geometric shapes from within a complex figure

  Canham, R. O., Smith, S. L. & Tyrrell, A. M., 2000, In: Pattern analysis and applications. 3, 4, p. 335-347 13 p.

  Research output: Contribution to journal › Article › peer-review

• The kinematic analysis of motion curves through MIDI data analysis

  Das, M., Howard, D. M. & Smith, S. L., 2000, In: Organised Sound. 5, 1, p. 137-145 9 p.

  Research output: Contribution to journal › Article › peer-review

• 1999

  Two-dimensional echocardiographic quantitation of left ventricular global and regional shape: Validation of an algorithm based on Fourier transformation and curvature measurements of endocardial contours

  Arsenault, M., Avelar, E., Smith, S. L., Brittain, P., Fairhurst, M. & Vannan, M., 1999, In: Echocardiography. 16, 6, p. 523-530 8 p.

  Research output: Contribution to journal › Article › peer-review