PMID- 34892181
OWN - NLM
STAT- MEDLINE
DCOM- 20211231
LR  - 20211231
IS  - 2694-0604 (Electronic)
IS  - 2375-7477 (Linking)
VI  - 2021
DP  - 2021 Nov
TI  - An Optimization Approach for Transcranial Direct Current Stimulation Using 
      Nondominated Sorting Genetic Algorithm II.
PG  - 4337-4340
LID - 10.1109/EMBC46164.2021.9629971 [doi]
AB  - Transcranial direct current stimulation (tDCS) delivers weak current into the 
      brain to modulate neural activities. Many methods have been proposed to determine 
      electrode positions and stimulation intensities. Due to the trade-off between 
      intensity and focality, it is actually a multi-objective optimization problem 
      that has a set of optimal solutions. However, traditional methods can produce 
      only one solution at each time, and many parameters need to be determined by 
      experience. In this study, we proposed the nondominated sorting genetic algorithm 
      II (NSGA-II) to solve the current optimization problem of multi-electrode tDCS. 
      We also compared the representative solutions with LCMV solutions. The result 
      shows that a group of solutions close to the optimal front can be obtained just 
      in only one run without any prior knowledge.
FAU - Zhu, Shenghua
AU  - Zhu S
FAU - Wang, Minmin
AU  - Wang M
FAU - Ma, Mingwei
AU  - Ma M
FAU - Guan, Haonan
AU  - Guan H
FAU - Zhang, Shaomin
AU  - Zhang S
LA  - eng
PT  - Journal Article
PT  - Research Support, Non-U.S. Gov't
PL  - United States
TA  - Annu Int Conf IEEE Eng Med Biol Soc
JT  - Annual International Conference of the IEEE Engineering in Medicine and Biology 
      Society. IEEE Engineering in Medicine and Biology Society. Annual International 
      Conference
JID - 101763872
SB  - IM
MH  - Algorithms
MH  - Brain
MH  - Electrodes
MH  - Head
MH  - *Transcranial Direct Current Stimulation
EDAT- 2021/12/12 06:00
MHDA- 2022/01/01 06:00
CRDT- 2021/12/11 01:03
PHST- 2021/12/11 01:03 [entrez]
PHST- 2021/12/12 06:00 [pubmed]
PHST- 2022/01/01 06:00 [medline]
AID - 10.1109/EMBC46164.2021.9629971 [doi]
PST - ppublish
SO  - Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:4337-4340. doi: 
      10.1109/EMBC46164.2021.9629971.