| Predicate |
Object |
| assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_7d1c2519fd01b3d5892ff1920341aea8 |
| classificationCPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-10068
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30032
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-20084
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-20081
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V2201-032
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V2201-031
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30096
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-10016 |
| classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-045
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B1-273
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B1-31
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-41
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-20
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B1-2736
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B1-00055
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B1-00009
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B1-00043
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-214
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-0012
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-217
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-2148
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-04
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-088
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06K9-6256
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06K9-6262
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H30-40
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-2413
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-08
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B1-000096 |
| classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B1-273
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T7-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06K9-62
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06N3-08
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B1-00 |
| filingDate |
2020-03-27-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_37d0b95983ed95af0f57c9249b6bce96
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_3c0e3c7279d5abda8359c3e27f20aeab
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_ea1abf2b8b1850937515b991cfe9bc35 |
| publicationDate |
2020-07-16-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber |
US-2020226423-A1 |
| titleOfInvention |
Systems and methods for training generative adversarial networks and use of trained generative adversarial networks |
| abstract |
The present disclosure relates to computer-implemented systems and methods for training and using generative adversarial networks to detect abnormalities in images of a human organ. In one implementation, a method is provided for training a neural network system, the method may include applying a perception branch of an object detection network to frames of a first subset of a plurality of videos to produce a first plurality of detections of abnormalities. Further, the method may include using the first plurality of detections and frames from a second subset of the plurality of videos to train a generator network to generate a plurality of artificial representations of polyps, and training an adversarial branch of the discriminator network to differentiate between artificial representations of the abnormalities and true representations of abnormalities. Additionally, the method may include retraining the perception branch based on difference indicators between the artificial representations of abnormalities and true representations of abnormalities included in frames of the second subset of plurality of videos and a second plurality of detections. |
| isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11741582-B1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11574403-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11216917-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11210769-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11017506-B2 |
| priorityDate |
2018-06-13-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type |
http://data.epo.org/linked-data/def/patent/Publication |