{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,24]],"date-time":"2025-09-24T08:38:54Z","timestamp":1758703134274},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2010,7,7]],"date-time":"2010-07-07T00:00:00Z","timestamp":1278460800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Med Syst"],"published-print":{"date-parts":[[2012,4]]},"DOI":"10.1007\/s10916-010-9548-2","type":"journal-article","created":{"date-parts":[[2010,7,6]],"date-time":"2010-07-06T04:55:21Z","timestamp":1278392121000},"page":"841-851","source":"Crossref","is-referenced-by-count":38,"title":["Identification of Hand and Finger Movements Using Multi Run ICA of Surface Electromyogram"],"prefix":"10.1007","volume":"36","author":[{"given":"Ganesh R.","family":"Naik","sequence":"first","affiliation":[]},{"given":"Dinesh K.","family":"Kumar","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2010,7,7]]},"reference":[{"key":"9548_CR1","unstructured":"The I-Limb Hand, Touch Bionics. http:\/\/www.touchbionics.co.uk ."},{"key":"9548_CR2","volume-title":"Muscles alive: their functions revealed by electromyography","author":"J Basmajian","year":"1985","unstructured":"Basmajian, J., and Deluca, C., Muscles alive: their functions revealed by electromyography, 5th Edn. Williams & Wilkins: Baltimore, 1985.","edition":"5"},{"issue":"6","key":"9548_CR3","doi-asserted-by":"crossref","first-page":"1129","DOI":"10.1162\/neco.1995.7.6.1129","volume":"7","author":"AJ Bell","year":"1995","unstructured":"Bell, A. J., and Sejnowski, T. J., An information-maximization approach to blind separation and blind deconvolution. Neural Comput. 7(6):1129\u20131159, 1995.","journal-title":"Neural Comput."},{"issue":"1","key":"9548_CR4","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1109\/TBME.2004.836492","volume":"52","author":"ADC Chan","year":"2005","unstructured":"Chan, A. D. C., and Englehart, K. B., Continuous myoelectric control for powered prostheses using hidden Markov models. IEEE Trans. Biomed. Eng. 52(1):121\u2013124, 2005. doi: 10.1109\/TBME.2004.836492 .","journal-title":"IEEE Trans. Biomed. Eng."},{"issue":"3","key":"9548_CR5","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1109\/86.867872","volume":"8","author":"FHY Chan","year":"2002","unstructured":"Chan, F. H. Y., Yang, Y. S., Lam, F. K., Zhang, Y. T., and Parker, P. A., Fuzzy emg classification for prosthesis control. IEEE Trans. Rehabil. Eng. 8(3):305\u2013311, 2002.","journal-title":"IEEE Trans. Rehabil. Eng."},{"issue":"5","key":"9548_CR6","doi-asserted-by":"crossref","first-page":"552","DOI":"10.1109\/10.488803","volume":"43","author":"G Cheron","year":"1996","unstructured":"Cheron, G., Draye, J. P., Bourgeios, M., and Libert, G., A dynamic neural network identification of electromyography and arm trajectory relationship during complex movements. IEEE Trans. Biomed. Eng. 43(5):552\u2013558, 1996. doi: 10.1109\/10.488803 .","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"9548_CR7","doi-asserted-by":"crossref","DOI":"10.1002\/0470845899","volume-title":"Adaptive blind signal and image processing: learning algorithms and applications","author":"A Cichocki","year":"2002","unstructured":"Cichocki, A., and Amari, S. I., Adaptive blind signal and image processing: learning algorithms and applications. Wiley: New York, 2002."},{"issue":"3","key":"9548_CR8","first-page":"281","volume":"7","author":"D Djuwari","year":"2008","unstructured":"Djuwari, D., Kumar, D. K., Arjunan, S. P., and Naik, G. R., Limitations and applications of ICA for surface electromyogram-validation for identifying hand gestures. Special Issue on Biomedical Signal Sensing and Intelligent Information Processing, International Journal of Computational Intelligence and Applications (IJCIA) 7(3):281\u2013300, 2008.","journal-title":"Special Issue on Biomedical Signal Sensing and Intelligent Information Processing, International Journal of Computational Intelligence and Applications (IJCIA)"},{"issue":"1","key":"9548_CR9","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1109\/TBME.1983.325162","volume":"BME-30","author":"PC Doerschuk","year":"1983","unstructured":"Doerschuk, P. C., Gustafon, D. E., and Willsky, A. S., Upper extremity limb function discrimination using emg signal analysis. IEEE Trans. Biomed. Eng. BME-30(1):18\u201329, 1983.","journal-title":"IEEE Trans. Biomed. Eng."},{"issue":"5","key":"9548_CR10","doi-asserted-by":"crossref","first-page":"775","DOI":"10.1109\/70.538982","volume":"12","author":"KA Farry","year":"1996","unstructured":"Farry, K. A., Walker, I. D., and Baraniuk, R. G., Myoelectric teleoperation of a complex robotic hand. IEEE Trans. Robot. Autom. 12(5):775\u2013788, 1996.","journal-title":"IEEE Trans. Robot. Autom."},{"issue":"5","key":"9548_CR11","doi-asserted-by":"crossref","first-page":"567","DOI":"10.1111\/j.1469-8986.1986.tb00676.x","volume":"23","author":"AJ Fridlund","year":"1986","unstructured":"Fridlund, A. J., and Cacioppo, J. T., Guidelines for human electromyographic research. Psychophysiology 23(5):567\u2013589, 1986.","journal-title":"Psychophysiology"},{"key":"9548_CR12","volume-title":"Multivariate data analysis","author":"JF Hair","year":"2006","unstructured":"Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., and Tatham, R. L., Multivariate data analysis. Prentice Hall: London, 2006."},{"issue":"1","key":"9548_CR13","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1109\/10.204774","volume":"40","author":"B Hudgins","year":"1993","unstructured":"Hudgins, B., Parker, P., and Scott, R. N., A new strategy for multifunction myoelectric control. IEEE Trans. Biomed. Eng. 40(1):82\u201394, 1993.","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"9548_CR14","doi-asserted-by":"crossref","DOI":"10.1002\/0471221317","volume-title":"Independent component analysis","author":"A Hyvarinen","year":"2001","unstructured":"Hyvarinen, A., Karhunen, J., and Oja, E., Independent component analysis. Wiley-Interscience: New York, 2001."},{"key":"9548_CR15","unstructured":"Jung, T. P., Makeig, S., Lee, T. W., Mckeown, M. J., Brown, G., Bell, A. J., and Sejnowski, T. J., Independent component analysis of biomedical signals. In: In Proc. Int. Workshop on Independent Component Analysis and Signal Separation. Vol. 20, pp. 633\u2013644, 2000."},{"issue":"9","key":"9548_CR16","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1002\/ecjc.4430790902","volume":"79","author":"Y Koike","year":"1996","unstructured":"Koike, Y., Kawato, M., Human interface using surface electromyography signals. Elec. Commun. Jap. Part 3 Fundam. Elec. Sci. 79(9):15\u201322, 1996.","journal-title":"Elec. Commun. Jap. Part 3 Fundam. Elec. Sci."},{"key":"9548_CR17","first-page":"145","volume-title":"Advances in Neural Information Processing Systems. Vol. 8","author":"S Makeig","year":"1996","unstructured":"Makeig, S., Bell, A. J., Jung, T. P., and Sejnowski, T. J., Independent component analysis of electroencephalographic data. In: Touretzky, D.S., Mozer, M.C., and Hasselmo M.E., (Eds.), Advances in Neural Information Processing Systems. Vol. 8, pp. 145\u2013151. MIT: Cambridge, 1996."},{"issue":"S9","key":"9548_CR18","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1002\/1097-4598(2000)999:9<::AID-MUS5>3.0.CO;2-L","volume":"23","author":"MJ McKeown","year":"2000","unstructured":"McKeown, M.J., Cortical activation related to arm-movement. Muscle Nerve 23(S9):S19\u2013S25, 2000.","journal-title":"Muscle Nerve"},{"issue":"1","key":"9548_CR19","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1097\/00004691-200101000-00009","volume":"18","author":"MJ McKeown","year":"2001","unstructured":"McKeown, M. J., and Radtke, R., Phasic and tonic coupling between EEG and EMG demonstrated with independent component analysis. J. Clin. Neurophysiol.: Official Publ. Am. Electroencephalogr. Soc. 18(1):45\u201357, 2001.","journal-title":"J. Clin. Neurophysiol.: Official Publ. Am. Electroencephalogr. Soc."},{"issue":"4","key":"9548_CR20","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1109\/TNSRE.2007.908376","volume":"15","author":"K Momen","year":"2007","unstructured":"Momen, K., Krishnan, S., and Chau, T., Real-time classification of forearm electromyographic signals corresponding to user-selected intentional movements for multifunction prosthesis control. IEEE Trans. Neural Syst. Rehabil. Eng.: A Publ. IEEE Eng. Med. Biol. Soc. 15(4):535\u2013542, 2007.","journal-title":"IEEE Trans. Neural Syst. Rehabil. Eng.: A Publ. IEEE Eng. Med. Biol. Soc."},{"key":"9548_CR21","doi-asserted-by":"crossref","unstructured":"Naik, G. R., Kumar, D. K., and Palaniswami, M., Multi run ICA and surface emg based signal processing system for recognising hand gestures. In: 8th IEEE International Conference on Computer and Information Technology, 2008. CIT 2008. pp. 700\u2013705, 2008. doi: 10.1109\/CIT.2008.4594760 .","DOI":"10.1109\/CIT.2008.4594760"},{"key":"9548_CR22","unstructured":"Naik, G. R., Kumar, D. K., Singh, V. P., and Palaniswami, M., Hand gestures for HCl using ICA of EMG. In: Vishci \u201906: Proceedings of the Hcsnet Workshop on Use of Vision in Human\u2013Computer Interaction, pp. 67\u201372. Australian Computer Society, Inc., 2006."},{"key":"9548_CR23","doi-asserted-by":"crossref","unstructured":"Naik, G. R., Kumar, D. K., and Weghorn, H., Performance comparison of ICA algorithms for isometric hand gesture identification using surface EMG. In: 3rd IEEE International Conference on Intelligent Sensors Sensor Networks and Information Processing. pp. 613\u2013618, 2008.","DOI":"10.1109\/ISSNIP.2007.4496913"},{"issue":"4","key":"9548_CR24","doi-asserted-by":"crossref","first-page":"423","DOI":"10.1016\/j.jelekin.2004.01.004","volume":"14","author":"H Nakamura","year":"2004","unstructured":"Nakamura, H., Yoshida, M., Kotani, M., Akazawa, K., and Moritani, T., The application of independent component analysis to the multi-channel surface electromyographic signals for separation of motor unit action potential trains: part I\u2014measuring techniques. J. Electromyogr. Kinesiol.: Official J. Int. Soc. Electrophysiol. Kinesiol. 14(4):423\u2013432, 2004. doi: 10.1016\/j.jelekin.2004.01.004 .","journal-title":"J. Electromyogr. Kinesiol.: Official J. Int. Soc. Electrophysiol. Kinesiol."},{"issue":"7","key":"9548_CR25","doi-asserted-by":"crossref","first-page":"677","DOI":"10.1109\/34.598226","volume":"19","author":"V Pavlovic","year":"1997","unstructured":"Pavlovic, V., Sharma, R., and Huang, T. S., Visual interpretation of hand gestures for human\u2013computer interaction: a review. IEEE Trans. Pattern Anal. Mach. Intell. 19(7):677\u2013695, 1997.","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"5","key":"9548_CR26","first-page":"775","volume":"12","author":"D Peleg","year":"1996","unstructured":"Peleg, D., Braiman, E., Yom-Tov, E., and Inbar, G. F., Classification of finger activation for use in a robotic prosthesis arm. IEEE Trans. Neural Syst. Rehabil. Eng.: A Publ. IEEE Eng. Med. Biol. Soc. 12(5):775\u2013788, 1996.","journal-title":"IEEE Trans. Neural Syst. Rehabil. Eng.: A Publ. IEEE Eng. Med. Biol. Soc."},{"key":"9548_CR27","unstructured":"Rehg, J., and Kanade, T., Digiteyes: vision-based human hand tracking. Tech. Rep. CMU TR CMU-CS-93-220, Extended version of paper in ECCV May 1994 Stockholm, 1993. ftp:\/\/reports.adm.cs.cmu.edu\/usr\/anon\/1993\/CMU-CS-93-220.ps.Z ."},{"key":"9548_CR28","doi-asserted-by":"crossref","unstructured":"Schlenzig, J., Hunter, E., and Jain, R., Vision based hand gesture interpretation using recursive estimation. In: 1994 Conference Record of the Twenty-Eighth Asilomar Conference on Signals, Systems and Computers. Vol. 2, pp. 1267\u20131271, 1994. doi: 10.1109\/ACSSC.1994.471662 .","DOI":"10.1109\/ACSSC.1994.471662"},{"key":"9548_CR29","unstructured":"Tenore, F., Ramos, A., Fahmy, A., Acharya, S., Etienne-Cummings, R., and Thakor, N. V., Towards the control of individual fingers of a prosthetic hand using surface emg signals. Conference proceedings: ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2007. pp. 6146\u20136149, 2007."},{"issue":"2","key":"9548_CR30","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1109\/MPRV.2003.1203754","volume":"2","author":"KR Wheeler","year":"2003","unstructured":"Wheeler, K. R., and Jorgensen, C. C., Gestures as input: neuroelectric joysticks and keyboards. IEEE Pervasive Computing 2(2):56\u201361, 2003. doi: 10.1109\/MPRV.2003.1203754 .","journal-title":"IEEE Pervasive Computing"},{"issue":"4","key":"9548_CR31","first-page":"324","volume":"3","author":"M Zardoshti-Kermani","year":"1995","unstructured":"Zardoshti-Kermani, M., Wheeler, B. C., Badie, K., and Hashemi, R. M., Emg feature evaluation for movement control of upper extremity prostheses. IEEE Trans. Rehabil. Eng. [see also IEEE Trans. Neural Sys. Rehabil.] 3(4):324\u2013333, 1995.","journal-title":"IEEE Trans. Rehabil. Eng. [see also IEEE Trans. Neural Sys. Rehabil.]"}],"container-title":["Journal of Medical Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-010-9548-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10916-010-9548-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-010-9548-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,2]],"date-time":"2019-06-02T08:51:38Z","timestamp":1559465498000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10916-010-9548-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,7,7]]},"references-count":31,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2012,4]]}},"alternative-id":["9548"],"URL":"https:\/\/doi.org\/10.1007\/s10916-010-9548-2","relation":{},"ISSN":["0148-5598","1573-689X"],"issn-type":[{"value":"0148-5598","type":"print"},{"value":"1573-689X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,7,7]]}}}