Advancing videometry through applications: Quantification of neonatal seizures from video recordings

International Conference on Digital Signal Processing, DSP

Volumn 1, Issue , 2002, Pages 11-21

  Karayiannis, Nicolaos B ^a  

^a UNIVERSITY OF HOUSTON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL SIGNAL PROCESSING; INTELLIGENT SYSTEMS; VIDEO RECORDING; VIDEO SIGNAL PROCESSING;

AUTOMATED PROCEDURES; MOTOR ACTIVITY SIGNALS; NEONATAL SEIZURE; SEIZURE RECOGNITION; TEMPORAL INFORMATION; VIDEO PROCESSING; VIDEOMETRY;

SIGNAL PROCESSING;

EID: 1542317879     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSP.2002.1027807     Document Type: Conference Paper

References (53)

1. Bergman I, Painter MJ, Hirsch RP, Crumrine PK, David R. Outcome in neonates with convulsions treated in an intensive care unit. Ann Neurol 1983; 14:642-647.
2. Binnie CD, Rowan AJ, Overweg J, Meinard H, Wisman T, Kamp A, da Silva FL. Telemetrie EEG and video monitoring in epilepsy. Neurology 1981;31:98-303.
3. Bishop CM. Neural Networks for Pattern Recognition. Oxford: Oxford University Press, 1995.
4. Blake A, Isard M. Active Contours: The Application of Techniques from Graphics, Vision, Control Theory and Statistics to Visual Tracking of Shapes in Motion. Springer-Verlag, London, UK, 1998.
5. Bye AME, Cunningham CA, Chee KY, Flanagan D. Outcome of neonates with electrographically identified seizures, or at risk of seizures. Pediatr Neurol 1997; 16:225-231.
6. Bye AME, Lamont P, Ffealy L. Commencement of a pediatric EEG-video telemetry service. Clin Exp Neurol 1990; 27:83-88.
7. Clancy RR, Legido A. Postnatal epilepsy after EEG-confirmed neonatal seizures. Epilepsia 1991; 32:69-76.
8. Daubechies I. Ten Lectures on Wavelets, Philadelphia: SIAM, 1992.
9. Ellenberg JH, Hirtz DG, Nelson KB. Age at onset of seizures in young children. Ann Neurol 1984; 15;127-134.
10. Eriksson M, Zetterstrom R. Neonatal convulsions: Incidence and causes in the Stockholm area. Acta Paediatri Scand 1979; 68:807-811.
11. Fenichel GM. Neonatal Neurology. 3rd ed. New York: Churchill-Livingstone; 1990.
12. Haykin S. Neural Networks: A Comprehensive Foundation. Prentice Hall, Upper Saddle River, 1999.
13. Haykin S, Principe JC. Making sense of a complex world. IEEE Signal Processing Magazine 1998; 15:66-81.
14. Holden KR, Mellitis ED, Freeman JM. Neonatal seizures. I. Correlation of prenatal and perinatal events with outcomes. Pediatrics 1982; 70:165-176.
15. Ives JR, Gloor P. A long term time-lapse video system to document the patient's spontaneous clinical seizure synchronized with the EEG. Electroencephalogr Clin Neurophysiol 1978; 45: 412-416.
16. Ives JR, Mainwaring NR, Gruber LJ, Cosgrove GR, Blume HW, SchomerDL. 128-channel cable-telemetry EEG recording system for long-term invasive monitoring. Electroencephalogr Clin Neurophysiol 1991; 79:69-72.
17. Karayiannis NB. A methodology for constructing fuzzy algorithms for learning vector quantization. IEEE Trans Neural NeWorks 1997; 8:505-518.
18. Karayiannis NB, Li Y. A replenishment technique for low bit-rate video compression based on wavelets and vector quantization. IEEE Trans Circuits and Systems for Video Technology 2001; 11(5): 658-663.
19. Karayiannis NB, Pai P-I. Fuzzy algorithms for learning vector quantization. IEEE Trans Neural Networks 1996; 7:1196-1211.
20. Karayiannis NB, Pai P-I. Segmentation of magnetic resonance images using fuzzy algorithms for learning vector quantization. IEEE Trans Med Imaging 1999; 18:172-180.
21. Karayiannis NB, Srinivasan S, Bhattacharya R, Wise MS, Frost JD Jr, Mizrahi EM. Extraction of motion strength and motor activity signals from video recordings of neonatal seizures. IEEE Trans Medical Imaging 2001 ; 20(9): 965-980.
22. Karayiannis NB, Venetsanopoulos AN. Artificial Neural Networks: Learning Algorithms, Performance Evaluation, and Applications. Boston: Kluwer Academic, 1993.
23. Kass M, Witkin A, Terzopoulos D. Snakes: Active contour models. International Journal of Computer Vision 1987; 1(4): 321-331.
24. Kellaway P, Hrachovy RA, Frost, Jr., JD, and Zion T. Precise characterization and quantification of infantile spasms. Ann Neorol 1978; 6(3):214-218.
25. Lanska MJ, Lanska DJ, Baumann RJ, et al. A population-based study of neonatal seizures in Fayette County, Kentucky. Neurology 1995; 45:724-732.
26. Lucas B. D., Kanade T. An iterative image registration technique with an application to stereoscopic vision. Proc. ICAI 1981; 674-679.
27. Luther .IS, McNamara JO, Carwile S, Miller P, Hope V. Pseudoepileptic seizures: Methods and video analysis to aid diagnosis. Ann Neurol 1982; 12:458-462.
28. S. Mallat. A theory for multiresolution signal decomposition: The wavelet representation. IEEE Trans Pattern Analysis Machine Intelligence 1989; 11:674-693.
29. Mellitis ED, Holden KR, Freeman JM.Neonatal seizures. II. A multivariate analysis of factors associated with outcome. Pediatrics 1982; 70:177-185.
30. Mizrahi EM. Neonatal electroencephalography: Clinical features of the newborn, techniques of recording, and characteristics of the normal EEG. Am J EEG Tech 1986; 26:81-103.
31. Mizrahi EM. Neonatal seizures. In Shinnar S, Amir N, Branski D (Eds.), Childhood Seizures, Pediatric and Adolescent Medicine, Basel, Karger, 1995, vol. 6, pp. 18-31.
32. Mizrahi, EM.Acute and chronic effects of seizures in the developing brain: Lessons from clinical experience. Epilepsia. 1999; 40 (Suppl 1) S42-50.
33. Mizrahi EM, Kellaway P. Characterization of seizures in neonates and young infants by time-synchronized electroencephalographic/polygraphic/video monitoring. Ann Neurol 1984; 16:383.
34. Mizrahi EM. Kellaway P. Characterization and classification of neonatal seizures. Neurology 1987;37:1837-1844.
35. Mizrahi EM, Kellaway P. Diagnosis and management of neonatal seizures. Philadelphia: Lippencolt-Raven. 1998, 181.
36. Oguni FI, Fukuyama Y, Imaizumi Y, Uehara T. Video-EEG analysis of drop seizures in myoclonic astatic epilepsy of early childhood (Doose syndrome). Epilepsia 1992; 33:805-813.
37. Paragios N, Deriche R. Geodesic active regions for motion estimation and tracking. Proc. ICCV 1999; pp. 688-694.
38. Paragios N, Deriche R. Geodesic active contours and level sets for the detection and tracking of moving objects. IEEE Trans Pattern Analysis and Machine Intelligence 2000; 22(3): 266-280.
39. Penry JK, Porter RJ, Dreifuss FE. Simultaneous recording of absence seizures with videotape and electroencephalography. Brain 1975; 98:427-440.
40. Pierelli F, Chatrian G-E, Erdly WW, Swanson PD. Long-term EEG-video-audio monitoring: Detection of partial epileptic seizures and psychogenic episodes by 24-hour EEG record review. Epilepsia 1989; 30:513-523.
41. Principe JC, Euliano NR, Lefebvre WC. Neural and Adaptive Systems: Fundamentals Through Simulations. J. Wiley, New York, NY, 1999.
42. Rector D, Burk P, Harper RM. A data acquisition system for long-term monitoring of physiological and video signals. Electroencephalogr Clin Neurophysiol 1993; 87:380-384.
43. Ronen GM, Penney S. The epidemiology of clinical neonatal seizures in Newfoundland, Canada: A five-year cohort. Ann Neurol 1995; 38:518-519.
44. Saliba, R., Annegers, J.F., Mizrahi, E.M.The incidence of neonatal seizures, Harris County, Texas; 1992-1994. Am J Epidemiology 1999; 150(71:763-769.
45. Scher MS, Aso K, Beggarly M, Hamid MY, Steppe DA, Painter MJ. Electrographic seizures in preterm and full-term neonates: Clinical correlates, associated brain lesions, and risk for neurologic sequelae. Pediatrics 1993;91:128-134.
46. Seay AR, Bray PF. Significance of seizures in infants weighing less than 2500 grams. Arch Neurol 1977; 34:381-382.
47. Shi J, Tornasi C. Good features to track. Proc. IEEE CCVPR 1994, pp. 593-600.
48. Spellacy WN, Peterson PQ, Winegar A., et al. Neonatal seizures after cesarean delivery: Higher risk with labor. Am J Obstet Gynecol 1987; 157:377-379.
49. Tekalp AM. Digital Video Processing. Upper Saddle River: Prentice Hall, 1995.
50. Tornasi C, Kanade T. Detection and tracking of point features. Carnegie Mellon University Technical Report CMU-CS-91-132, April 1991.
51. Tou JT, Gonzalez RC. Pattern Recognition Principles. Reading: Addison-Wesley, 1974.
52. Volpe JJ. Neurology of the Newborn. Philadelphia: WB Suanders; 1995.
53. Williams DJ, Shah M. A fast algorithm for active contours and curvature estimation. CVGIP: Image Understanding 1992; 55(1): 14-26.