Single trial somatosensory evoked potential extraction with ARX filtering for a combined spinal cord intraoperative neuromonitoring technique

BioMedical Engineering Online

Volumn 6, Issue , 2007, Pages

  Rossi, Lorenzo ^a,b   Bianchi, Anna Maria ^b   Merzagora, Anna ^b,c   Gaggiani, Alberto ^a   Cerutti, Sergio ^b   Bracchi, Francesco ^a  

^a UNIVERSITY OF MILAN   (Italy)

^b POLITECNICO DI MILANO   (Italy)

^c DREXEL UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

NEUROMONITORING; SOMATOSENSORY EVOKED POTENTIALS (SEPS); SPINAL CORD;

BIOELECTRIC POTENTIALS; BIOMEDICAL ENGINEERING; ELECTROENCEPHALOGRAPHY; MATHEMATICAL MODELS; NEUROSURGERY; SIGNAL TO NOISE RATIO;

NEUROLOGY;

ADOLESCENT; ADULT; ARTICLE; CLINICAL ARTICLE; ELECTROENCEPHALOGRAM; ELECTROSTIMULATION; EVOKED SOMATOSENSORY RESPONSE; FEMALE; HOFFMANN REFLEX; HUMAN; MALE; MONITORING; SCOLIOSIS; SIGNAL NOISE RATIO; SPINAL CORD; SPINE SURGERY; TIBIAL NERVE; ALGORITHM; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED SURGERY; ELECTROENCEPHALOGRAPHY; EVALUATION STUDY; NEUROLOGIC EXAMINATION; PATHOPHYSIOLOGY; PEROPERATIVE CARE; PROCEDURES; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; DIAGNOSTIC TECHNIQUES, NEUROLOGICAL; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS, SOMATOSENSORY; H-REFLEX; HUMANS; INTRAOPERATIVE CARE; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SCOLIOSIS; SENSITIVITY AND SPECIFICITY; SPINAL CORD; SURGERY, COMPUTER-ASSISTED;

EID: 33846655855     PISSN: 1475925X     EISSN: 1475925X     Source Type: Journal    
DOI: 10.1186/1475-925X-6-2     Document Type: Article

References (30)

1. Guérit JM Neuromonitoring in the operating room: Why, when, and how to monitor? Electroencephalography & Clinical Neurophysiology 1998, 106:1-21. 10.1016/S0013-4694(97)00077-1
2. Laureau E Marciniak B Hebrad A Herbaux B Guieu JD Neuromonitoring and anesthesia in surgery of the spine Clin Neurophysiol 1998, 28:299-320. 10.1016/S0987-7053(98)80002-6
3. Minahan RE Intraoperative neuromonitoring Neurologist 2002, 8:209-226. 10.1097/00127893-200207000-00001 12803681
4. Guérit JM Dion RA State-of-art of neuromonitoring for prevention of immediate and delayed paraplegia in thoracic and thoracoabdominal aorta surgery Ann Thorac Surg 2002, 74:1867-1869. 10.1016/ S0003-4975(02)04130-9
5. Lin J Zhang J Ye Q Sheng J Qiu G Failure and complication following surgical treatment of scoliosis - an analysis of 101 cases Chin Med Sci J 1999, 14:174-179. 12903820
6. Cervellati S Bettini N Bianco T Parisini P Neurological complications in segmental spinal instrumentation: Analysis of 750 patients Eur Spine J 1996, 5:161-166. 10.1007/BF00395507 8831117
7. Wiedemayer H Fauser B Sandalcioglu IE Schafer H Stolke D The impact of neurophysiological intraoperative monitoring on surgical decisions: A critical analysis of 423 cases J Neurosurg Spine 2000, 96:255-262.
8. Bracchi F Rossi L Merzagora AC Apparatus and Methods for Monitoring the Functionality of Spinal Cord International Patent Pending: PCT/IT2004/ 000440
9. Nuwer MR Spinal Cord Monitoring With Somatosensory Techniques J Clin Neurophysiol 1998, 15:183-193. 10.1097/00004691-199805000-00002 9681556
10. Lille F Petit B Margules S Mazel C Roy-Camille R Somatosensory evoked potentials during spinal orthopedic surgery in adult patients Neurophysiol Clin 1993, 23:179-192 10.1016/S0987-7053(05)80229-1 8326929
11. Bracchi F Grossi P Trovati L Viganò P H-Reflex spinal cord monitoring during vertebral column stabilization surgery Handbook of Spinal Cord Monitoring London: Kluwer Boyd J 1992:253-258.
12. Bracchi F Guerrieri M Frassi P Vigano P Robinson MA H-Reflex intraoperative spinal cord monitoring Neurological Complications of Spinal Surgery G.I.C.D. Paris 1994:113-119.
13. Pelosi L Lamb J Grevitt M Mehdian SM Web JK Blumhardt LD Combined monitoring of motor and somatosensory evoked potential in orthopaedic spinal surgery Clin Neurophysiol 2002, 113:1028-1091. 10.1016/ S1388-2457(02)00027-5
14. Slimp JC Electrophysiologic intraoperative monitoring for spine procedures Phys Med Rehabil Clin N Am 2004, 15:85-105. 15029900
15. Balzer JR Rose RD Welch WC Sclabassi RJ Robert JMD Simultaneous somatosensory evoked potential and electromyographic recording during lumbo-sacral decompression and instrumentation Neurosurgery 1998, 42:1318-1324. 10.1097/00006123-199806000-00074 9632191
16. Schieppati M The Hoffmann Reflex: A means of assessing spinal reflex excitability and its descending control in man Prog Neurobiol 1987, 28:345-376. 10.1016/0301-0082(87)90007-4 3588965
17. Fung KSM Chan FHY Lam FK Poon PWF A tracing evoked potential estimator Med Biol Eng Comput 1999, 37:218-227. 10.1007/BF02513290 10396826
18. Cerutti S Baselli G Liberati D Pavesi G Single sweep analysis of visual evoked potentials through a model of parametric identification Biol Cybern 1987, 56:111-120. 10.1007/BF00317986 3593781
19. Laguna P Meste O Poon PW Caminal P Rix H Thakor NT Adaptive filter for event-related bioelectric signals using an impulse correlated reference input: Comparison with signal averaging technique IEEE Trans Biomed Eng 1992, 39:1032-1044 10.1109/10.161335. 1452169
20. Walter DO A postOriori "Wiener filtering" of average evoked response Electroencephalography & Clinical Neurophysiology 1968: Suppl 27:61-70
21. Heinze HJ Kunkel H ARMA-filtering of evoked potentials Methods Inf Med 1984, 33:29-36
22. Spreckelsen MV Bromm B Estimation of single-evoked cerebral potentials by means of parametric modeling and Kalman filtering IEEE Trans Biomed Eng 1988, 35:691-700. 10.1109/10.7270 3169821
23. Mainardi LT Single sweep analysis of event related auditory potential for the monitoring of sedation in cardiac surgery patients Comput Methods Programs Biomed 2000, 63:219-227. 10.1016/S0169-2607(00)00112-7 11064145
24. Magni R Giunti S Bianchi A Reni G Bandello F Durante A Cerutti S Brancato R Single-sweep analysis using an autoregressive with exogenous input (ARX) model Doc Ophthalmol 1994, 86:95-104. 10.1007/BF01224631 7956689
25. Liberati D Dicorrado S Mandelli S Topographic mapping of single sweep evoked potentials in the brain IEEE Trans Biomed Eng 1992, 39:943-51. 10.1109/10.256428 1473823
26. Cerutti S Liberati D Mascellani P Autoregressive modelling and filtering of EEG signal generating mechanism in patients under surgical interventions Model Simulat Contr 1985, 2:11-23.
27. Haykin S Adaptive filter theory Prentice Hall 2002
28. Bracchi F Perale G Rossi L Gaggiani A Bianchi A A PC-Based System for H-Reflex and Single Sweep SEP Coupled Monitoring of Spinal Cord Function in Vertebral Column Surgery Proceedings of the 25th Annual International Conference of IEEE Engineering in Medicine and Biology Society: 17-21 September 2003; Cancun
29. Lam BSC Hu Y Lu WW Luk KDK Chang CQ Qui W Chan FHY Multi-adaptive filtering technique for surface somatosensory evoked potentials processing Med Eng Phys 2007, 27:257-266. 10.1016/j.medengphy.2004.09.007
30. Qui W Fung KS Chan FHY Lam FK Poon PW Hamernik RP Adaptive filtering of evoked potential with radial-basis-function neural network prefilter IEEE Trans Biomed Eng 2002, 49:255-232.