TY - GEN
T1 - Searching for cerebrovascular disease optimal treatment recommendations applying markovian processes
AU - Victorio-Meza, Hermilo
AU - Mejia-Lavalle, Manuel
AU - Rebollar, Alicia Martinez
AU - Ortega, Joaquin Perez
AU - Lagunas, Obdulia Pichardo
AU - Sidorov, Grigori
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/12/22
Y1 - 2016/12/22
N2 - It is modeled diagnosis and treatment for cerebrovascular diseases by partially observable Markov decision processes. It is desired that this model will be helpful for physicians without adequate experience for the treatment of such diseases. Patients with cerebrovascular diseases need immediate treatment to prevent disability from irreversible neuronal damage or even death. Information used in this type of modeling comes exclusively from neuroimaging. Our starting results encourage us to continuing this research.
AB - It is modeled diagnosis and treatment for cerebrovascular diseases by partially observable Markov decision processes. It is desired that this model will be helpful for physicians without adequate experience for the treatment of such diseases. Patients with cerebrovascular diseases need immediate treatment to prevent disability from irreversible neuronal damage or even death. Information used in this type of modeling comes exclusively from neuroimaging. Our starting results encourage us to continuing this research.
KW - Cerebrovascular disease
KW - Markov decision processes
KW - POMDP
UR - http://www.scopus.com/inward/record.url?scp=85011064152&partnerID=8YFLogxK
U2 - 10.1109/ICMEAE.2016.018
DO - 10.1109/ICMEAE.2016.018
M3 - Contribución a la conferencia
AN - SCOPUS:85011064152
T3 - Proceedings - 2016 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2016
SP - 48
EP - 52
BT - Proceedings - 2016 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2016 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2016
Y2 - 22 November 2016 through 25 November 2016
ER -