Predicate |
Object |
assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_bc7693dae06e6b3ff39c820ec91bf5db http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_ee602c630e57f59c6cfc1c1634e36064 |
classificationCPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-30 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G01R33-5608 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06K2209-053 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V2201-032 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-20081 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30081 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30096 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-10088 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B2576-026 |
classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-70 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06K9-6228 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06K9-628 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06K9-6261 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-7425 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-742 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-211 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-4842 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06K9-6256 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-2163 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-055 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-214 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-4381 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V10-764 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N5-1039 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H30-40 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-2431 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-7267 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-0012 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-7275 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-11 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-30 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-20 |
classificationIPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G16H50-30 |
classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B5-00 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61N5-10 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G16H50-20 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G16H30-40 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B5-055 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T7-11 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T7-00 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06V10-764 |
filingDate |
2019-04-26-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
grantDate |
2021-05-25-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_bf2ea5995541c623a73673dc667abf82 http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_b3a12774e80264ec243b39b35c18a0e5 http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_61e9c305b080801a81835a9266fe56ac http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_f3d324c96a0bc400d8bcde3e913970ca |
publicationDate |
2021-05-25-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
publicationNumber |
US-11017896-B2 |
titleOfInvention |
Radiomic features of prostate bi-parametric magnetic resonance imaging (BPMRI) associate with decipher score |
abstract |
Embodiments facilitate predicting a patient prostate cancer (PCa) DECIPHER risk group. A first set of embodiments relates to training of a machine learning classifier to compute a probability that a patient is a member of a DECIPHER low/intermediate risk group based on radiomic features extracted from bi-parametric magnetic resonance imaging (bpMRI) images. A second set of embodiments relates to classifying a patient as a member of DECIPHER low/intermediate risk group, or DECIPHER high-risk group, based on radiomic features extracted from bpMRI imagery of the patient. |
priorityDate |
2018-06-28-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
type |
http://data.epo.org/linked-data/def/patent/Publication |