Real-time identification of operating room state from video

Proceedings of the National Conference on Artificial Intelligence

Volumn 2, Issue , 2007, Pages 1761-1766

  Bhatia, Beenish ^a   Oates, Tim ^a   Xiao, Yan ^b   Hu, Peter ^b  

^a UNIVERSITY OF MARYLAND BALTIMORE COUNTY   (United States)

^b UNIVERSITY OF MARYLAND SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FINE GRAINED STATE; INTENSIVE CARE; OPERATING ROOMS (ORS); REAL TIME INFORMATION;

DECISION MAKING; HIDDEN MARKOV MODELS; INFORMATION ANALYSIS; TELEVISION EQUIPMENT;

REAL TIME SYSTEMS;

EID: 36348968770     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Dexter, F.; Epstein, R. H.; Traub, R. D.; and Xiao, Y. 2004. Making management decisions on the day of surgery based on operating room efficiency and patient waiting times. Anesthesiology 101:1444-1453.
2. Hu, P.; Ho, D.; Mackenzie, C. F.; Hu, H.; Martz, D.; Jacobs, J.; Voit, R.; and Xiao, Y. 2006. Advanced telecommunication platform for operating room coordination: Distributed video board system. Surgical Innovation 13(2):129-135.
3. Joachims, T. 1998. Making large-scale support vector machine learning practical. In Scholkopf, B.; Burges, C.; and Smola, A., eds., Advances in Kernel Methods: Support Vector Machines. MIT Press, Cambridge, MA.
4. Rabiner, L. 1989. A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE 77(2):251-285.
5. Scholkopf, B., and Smola, A. J. 2002. Learning with Kernels. MIT Press.
6. Viterbi, A. 1967. Error bounds for convolutional codes and an asymptotically optimum decoding algorithm. IEEE Transactions on Information Theory 13(2):260-269.
7. Xiao, Y.; Hu, P.; Hu, H.; Ho, D.; Dexter, F.; Mackenzie, C. E; Seagull, F. J.; and Dutton, R. P. 2005. An algorithm for processing vital sign monitoring data to remotely identify operating room occupancy in real-time. Anesthesia and Analgesia 101(3):823-829.
8. Xie, L., and Chang, S.-F. 2002. Structure analysis of soccer video with hidden markov models. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing.