| Predicate |
Object |
| assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_087bed7abab91ae0f927879f9fe8b273
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_5f171a61d09e6c5e6645fd8d368720d7 |
| classificationCPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B2562-046 |
| classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N1-36117
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N1-36062
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-24
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N1-36067
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N1-36071
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-4848
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-4836
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-686
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-316
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N1-36175
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N1-36157
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-389
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N1-36132
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N1-36017
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N1-36021 |
| classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B5-04 |
| filingDate |
2018-01-05^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_6bb93fd3b8305f90dbc7eac4015d3b09
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_afc5cd9552f0a6d8cfc6b59ce73f4862
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_de6b85fb30abaecf870aec9bdf792619
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_dc2f7aa56874baf125c162e05746e05e |
| publicationDate |
2018-07-12^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber |
WO-2018129280-A1 |
| titleOfInvention |
Dueling bandits algorithm for neuromodulation therapy |
| abstract |
A system, method, and apparatus for identifying optimal or near optimal complex stimulation waveforms for a neurostimulator device or neuromodulation device are disclosed. An example method includes using a dueling bandits algorithm with correlation among stimulation arms to select a batch of stimulation arms for sequential application to a patient during a therapy session. Each of the stimulation arms specifies complex stimulation waveform parameter values. Feedback from applying the stimulation arms to the patient is recorded and used to update feedback reward values corresponding to at least some of the stimulation arms using a stimulation arm correlation index. A second batch of stimulations arms is selected based upon the updated feedback reward values and applied to a patient. The method is iteratively repeated over a number of therapy sessions until an optimal or near optimal batch of stimulation arms (defining complex stimulation waveforms) is determined. |
| isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11654283-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11779764-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2020181120-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11738195-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2021035040-A1 |
| priorityDate |
2017-01-05^^<http://www.w3.org/2001/XMLSchema#date> |
| type |
http://data.epo.org/linked-data/def/patent/Publication |