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Article

Syam, Syahrull Hi Fi and Lakany, Heba and Ahmad, R. B. and Conway, Bernard A. (2017) Brain computer interface : assessment of spinal cord injury patient towards motor movement through EEG application. MATEC Web of Conferences, 140. 01027. ISSN 2261-236X

Syam, Syahrull Hi Fi and Lakany, Heba and Ahmad, R. B. and Conway, Bernard A. (2017) Comparing common average referencing to laplacian referencing in detecting imagination and intention of movement for brain computer interface. MATEC Web of Conferences, 140. 01028. ISSN 2261-236X

Menon, Radhika and Di Caterina, Gaetano and Lakany, Heba and Petropoulakis, Lykourgos and Conway, Bernard A. and Soraghan, John J. (2017) Study on interaction between temporal and spatial information in classification of EMG signals in myoelectric prostheses. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 25 (10). pp. 1832-1842. ISSN 1534-4320

McCool, Paul and Chatlani, Navin and Petropoulakis, Lykourgos and Soraghan, John J. and Menon, Radhika and Lakany, Heba (2014) Lower arm electromyography (EMG) activity detection using local binary patterns. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 22 (5). pp. 1003-1012. ISSN 1534-4320

Nasseroleslami, Bahman and Lakany, Heba and Conway, Bernard A (2014) EEG signatures of arm isometric exertions in preparation, planning and execution. NeuroImage, 90. pp. 1-14. ISSN 1053-8119

Murphy, B. and Poesio, M. and Bovolo, F. and Bruzzone, L. and Dalponte, M. and Lakany, H. (2011) EEG decoding of semantic category reveals distributed representations for single concepts. Brain and Language, 117 (1). pp. 12-22.

Lakany, Heba and Conway, Bernard A and Allan, David B. (2011) The Strathclyde Brain Computer Interface (S-BCI) : the road to clinical translation. International Journal of Bioelectromagnetism, 13 (2). pp. 84-85.

Grychtol, Bartłomiej and Lakany, H. and Valsan, G. and Conway, B.A. (2010) Human behavior integration improves classification rates in real-time BCI. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 18 (4). pp. 362-368. ISSN 1534-4320

White, Christopher J. and Lakany, H. (2008) A fuzzy inference system for fault detection and isolation : application to a fluid system. Expert Systems with Applications, 35 (3). pp. 1021-1033. ISSN 0957-4174

Lakany, Heba (2008) Extracting a diagnostic gait signature. Pattern Recognition, 41 (5). pp. 1627-1637. ISSN 0031-3203

Lakany, H. and Conway, B.A. (2007) Understanding intention of movement from electroencephalograms. Expert Systems, 24 (5). pp. 295-304. ISSN 0266-4720

Lakany, H. and Nelson, G.M. (2007) An investigation into the application of fuzzy logic control to industrial gas turbines. Journal of Engineering for Gas Turbines and Power, 129 (4). pp. 7-10. ISSN 0742-4795

Lakany, H. (2006) On feature selection for brain computer interfaces. Clinical Neurophysiology, 117 (S71). ISSN 1388-2457

Lakany, H., Lakany, H. (2005) Steering a wheelchair by thought. The IEE International Workshop on Intelligent Environments. pp. 199-202. ISSN 0537-9989

Lakany, H. and Conway, B.A. (2005) EEG signal processing and classification for wrist movements: a case study. Journal of Advanced Technology on Imaging and Graphics, 24. pp. 295-304. ISSN 1885-6411

Lakany, H. (2003) Extracting diagnostic gait signatures for cerebral palsy patients. Gait and Posture, 18 (Supple). p. 31. ISSN 0966-6362

Whalley, H.C. and Simonotto, E. and Goddard, N.J. and Marshall, I.G. and Flett, S. and Lakany, H. (2003) Functional imaging in subjects at high risk of schizophrenia. Schizophrenia Research, 60 (1). p. 237. ISSN 0920-9964

Lakany, H. and Spanoudaki, S. (2003) Gender recognition of children from gait data using artificial neural networks. Gait and Posture, 18 (Supple). pp. 39-40. ISSN 0966-6362

Book Section

Arnin, J. and Kahani, D. and Lakany, H. and Conway, B. A.; (2019) Heterogeneous real-time multi-channel time-domain feature extraction using parallel sum reduction on GPU. In: Proceedings of the 8th Graz Brain Computer Interface Conference 2019, Bridging Science and Application. TUGraz Digital Library, USA. ISBN 9783851256826

Lakany, Heba; (2017) Requirements specification for a wearable robotic exoskeleton for rehabilitation. In: Proceedings of the 20th International Conference on CLAWAR 2017. World Scientific, PRT, pp. 605-612. ISBN 9789813231030

Menon, Radhika and Petropoulakis, Lykourgos and Soraghan, John J. and Lakany, Heba and MacKenzie, Kenneth and Hilmi, Omar and Di Caterina, Gaetano; (2017) Automatic quantification of vocal cord paralysis - an application of fibre-optic endoscopy video processing. In: Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies. SCITEPRESS, PRT, pp. 108-113.

Syam, Syahrull Hi Fi and Lakany, Heba and Conway, BA; (2016) Single trial classification of EEG in predicting intention and direction of wrist movement : translation toward development of four-class brain computer interface system based on a single limb. In: 8th International Conference on Advanced Cognitive Technologies and Applications. Curran Associates, Inc., ITA, pp. 90-95. ISBN 9781510821156

Menon, Radhika and Di Caterina, Gaetano and Lakany, Heba and Petropoulakis, Lykourgos and Conway, Bernard and Soraghan, John; (2015) Automatic misclassification rejection for LDA classifier using ROC curves. In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, pp. 482-485. ISBN 978-1-4244-9270-1

Wu, Chi-Hsu and Lakany, Heba; (2015) Evaluation of the feasibility of a novel distance adaptable steady-state visual evoked potential based brain-computer interface. In: 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER). IEEE, Piscataway, NJ, pp. 57-60. ISBN 9781467363891

Nasseroleslami, Bahman and Lakany, Heba and Conway, Bernard A.; (2014) EEG event-related potentials in preparation, planning and execution of arm isometric exertions, localized by surface Laplacian. In: 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER). International IEEE/EMBS Conference on Neural Engineering [Proceedings] . IEEE, USA, pp. 761-764. ISBN 9781467319676

Aranceta-Garza, A. and Lakany, H. and Conway, B. A.; (2013) An investigation into thumb rotation using high density surface electromyography of extrinsic hand muscles. In: Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013. IEEE, GBR, pp. 3751-3755. ISBN 9780769551548

Soman, Karthik and Reddy, Prabhav and Lakany, Heba; (2013) Detection of pre movement event-related desynchronization from single trial EEG signal. In: 2013 IEEE Conference on Information & Communication Technologies. IEEE, Piscataway, pp. 788-792. ISBN 9781467357593

McCool, Paul and Chatlani, Navin and Petropoulakis, Lykourgos and Soraghan, John and Menon, Radhika and Lakany, Heba; (2012) 1-D local binary patterns for onset detection of myoelectric signals. In: 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO). IEEE, ROM, pp. 499-503. ISBN 978-1-4673-1068-0

Wu, Chi-Hsu and Lakany, Heba; (2012) Impact of stimulus configuration on steady state visual evoked potentials (SSVEP) response. In: The Fourth International Conference on Advanced Cognitive Technologies and Applications. IARIA, [S.l.], pp. 77-82. ISBN 978-1-61208-218-9

Axford, Pauline and Lakany, Heba and Conway, Bernard; Syed, Abeer and Hamilton, Christopher, eds. (2011) The effects of transcranial stimulation on enhanced physiological tremor : a pilot study. In: Proceedings of the 6th UKRI PG Conference in Biomedical Engineering and Medical Physics. UKRI, GBR, p. 31.

Nasseroleslami, Bahman and Lakany, Heba and Conway, Bernard A.; (2011) Event-related (de-)synchronisation in arm isometric exertions : a wavelet analysis. In: IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), 2011. IEEE, Piscataway, N.J., pp. 1-7. ISBN 978-1-4244-9890-1

Nasseroleslami, B. and Lakany, H. and Conway, B. A.; (2011) Identification of time-frequency EEG features modulated by force direction in arm isometric exertions. In: 2011 5th International IEEE/EMBS conference on neural engineering (NER). International IEEE EMBS Conference on Neural Engineering . IEEE, New York, pp. 422-425. ISBN 9781424441419

Grychtol, Bartlomiej and Lakany, Heba and Conway, Bernard A.; James, Christopher J. and Demanuele, Charmaine and Jiminez-Gonzalez, Aida, eds. (2009) A virtual reality wheelchair driving simulator for use with a brain-computer interface. In: Proceedings of the 5th UKRI PG Conference in Biomedical Engineering and Medical Physics. IEEE UKRI EMBS, GBR, pp. 67-68.

Lakany, H. and Valsan, G. and Conway, B.A.; (2009) Single trial EEG classification of observed wrist movements. In: Proceedings of the 4th International IEEE/EMBS Conference on Neural Engineering, 2009. NER '09. IEEE. ISBN 978-1-4244-2072-8

Lakany, Heba; (2006) Spectral analysis of category-specific knowledge in the intact brain. In: 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2006. EMBS '06. IEEE, USA. ISBN 1-4244-0032-5

Valsan, G. and Worrajiran, P. and Lakany, H. and Conway, B.A.; (2006) Predicting intention and direction of wrist movement from EEG. In: Advances in Medical, Signal and Information Processing, 2006. MEDSIP 2006. IET 3rd International Conference On. IET Conference Publications (520). Institution of Engineering and Technology, Stevenage, United Kingdom, p. 30. ISBN 978-0-86341-658-3

Lakany, H. and Izzeldin, I.M. and Allan, D.B. and Conway, B.A.; (2006) Sensorimotor cortex activation in spinal cord injured patients : spatio-temporal evidence. In: IET 3rd International Conference On Advances in Medical, Signal and Information Processing, 2006. MEDSIP 2006. IEEE, GBR, pp. 1-4. ISBN 978-0-86341-658-3

Lakany, H.; (2001) Human gait analysis using SOM. In: Advances in Self-Organising Maps. Springer, GBR, pp. 29-38. ISBN 1852335114

Conference or Workshop Item

Failes, J.F. and Lakany, H. and Conway, B. (2018) A soft wearable robotic exoskeleton for rehabilitation of the frozen shoulder. In: BioMedEng18, 2018-09-06 - 2018-09-07, Imperial College.

Arnin, J. and Kahani, D. and Lakany, H. and Conway, B. A. (2018) Evaluation of different signal processing methods in time and frequency domain for brain-computer interface applications. In: 40th International Conference of the IEEE Engineering in Medicine and Biology Society, 2018-07-17 - 2018-07-21.

Menon, Radhika and Petropoulakis, Lykourgos and Soraghan, John and Lakany, Heba and MacKenzie, Kenneth and Hilmi, Omar and Di Caterina, Gaetano (2017) Automatic quantification of vocal cord movement symmetry based on fibre-optic nasendoscopy video processing. In: BLA Annual Conference 2017, 2017-09-29, Royal Society of Medicine.

Wu, Chi-Hsu and Lakany, H. (2013) The effect of the viewing distance of stimulus on SSVEP response for use in brain-computer interfaces : Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013, 2013-10-13 - 2013-10-16.

McCool, Paul and Chatlani, Navin and Petropoulakis, Lykourgos and Soraghan, John and Menon, Radhika and Lakany, Heba (2012) 1-D local binary patterns for onset detection of myoelectric signals. In: 20th European Signal Processing Conference, 2012-09-27 - 2012-10-01, Bukarest.

Valsan, G. and Grychtol, Bartłomiej and Lakany, H. and Conway, B.A. (2009) The strathclyde brain computer interface. In: Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE, 1900-01-01.

Conway, B.A. and Valsan, G. and Lakany, H. (2008) Extracting multi-dimensional control signals from self-initiated movements. In: Neuroscience 2008, 2008-11-15 - 2008-11-19.

Murphy, B. and Bruzzone, L. and Dalponte, M. and Poesio, M. and Lakany, H. (2008) Predicting category specific effects in single subject electrophysiological activity. In: In proceedings of the 26th European Workshop on Cognitive Neuropsychology 2008, 2008-01-20 - 2008-01-25.

Lakany, H. (2006) Optimal kernel time-frequency representation of EEG signals in patients with spinal cord injury. In: Society for Neuroscience Annual meeting 2006, 2006-10-14.

Lakany, H. and Worrajiran, Ponpisut and Valsan, Gopal and Conway, B.A. (2005) EEG classification based on movement direction and displacement. In: 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2005-09-01 - 2005-09-04.

Lakany, H. and Harun, Hafizah (2003) Kinematics variations of gait from two 5 Km cross-country races. In: International Conference on Artificial Intelligence, 2003-06-23 - 2003-06-26.

Book

Lakany, H. and Conway, B.A. (2005) Comparing EEG patterns of actual and imaginary wrist movements - a machine learning approach. Proceedings of the first ICGST International Conference on Artificial Intelligence and Machine Learning AIML 05 . ICGST, Cairo, Egypt. ISBN 21968/2005

Lakany, H. and Conway, B.A. (2005) Classification of wrist movements using EEG-based wavelets features. 27th Annual International Conference of the Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005 . IEEE, Shanghai, China. ISBN 0-7803-8741-4