TY - GEN
T1 - Scheduling of optimal medication strategies for early HIV infection
AU - Khalili, Samira
AU - Armaou, Antonios
PY - 2007
Y1 - 2007
N2 - This work focuses on scheduling the optimal treatment strategy for patients at the early stage of HIV infection. Unlike patients with an established HIV infection, complete eradication of the infection is still possible at this stage. Treatment has the ability to further increase the probability of eradication. However, high dosages of drugs should be avoided, if possible, because of toxicity effects and high cost of the current drugs. Stochastic simulation is capable of determining the infection probability at early infection stage. Consequently, to obtain acceptable treatment strategies, an optimization problem was formulated, employing a stochastic model to predict the response of an average patient to treatment. Treatment strategies for prompt and also a few days latency in treatment initiation were obtained. Results were compared with constant treatment strategy and were shown to be more successful.
AB - This work focuses on scheduling the optimal treatment strategy for patients at the early stage of HIV infection. Unlike patients with an established HIV infection, complete eradication of the infection is still possible at this stage. Treatment has the ability to further increase the probability of eradication. However, high dosages of drugs should be avoided, if possible, because of toxicity effects and high cost of the current drugs. Stochastic simulation is capable of determining the infection probability at early infection stage. Consequently, to obtain acceptable treatment strategies, an optimization problem was formulated, employing a stochastic model to predict the response of an average patient to treatment. Treatment strategies for prompt and also a few days latency in treatment initiation were obtained. Results were compared with constant treatment strategy and were shown to be more successful.
UR - http://www.scopus.com/inward/record.url?scp=46449107994&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=46449107994&partnerID=8YFLogxK
U2 - 10.1109/ACC.2007.4282889
DO - 10.1109/ACC.2007.4282889
M3 - Conference contribution
AN - SCOPUS:46449107994
SN - 1424409888
SN - 9781424409884
T3 - Proceedings of the American Control Conference
SP - 4112
EP - 4117
BT - Proceedings of the 2007 American Control Conference, ACC
T2 - 2007 American Control Conference, ACC
Y2 - 9 July 2007 through 13 July 2007
ER -