| Predicate |
Object |
| assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_78941ed5a01bfbcd48376e1fdb485b19 |
| classificationCPCAdditional |
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/G06T2207-30024
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30096
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-10024
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-10056 |
| classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06K9-6228
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H20-10
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-211
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-20
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G01N33-574
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-0012
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V10-82
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V20-698
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V20-695
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06K9-0014
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H30-40 |
| classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T7-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06K9-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06K9-62
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G01N33-574
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G16H50-20 |
| filingDate |
2018-03-06-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_438e0a1792c0b78cb9e1a5fe6ecde896
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_ff3c1130479a418d836b4ca1c614f33e
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_5fa828611d4513855bd4a38b9be6cfe0
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_4aecbd5aab03945ebd361828cba87f8b |
| publicationDate |
2020-12-10-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber |
US-2020388028-A1 |
| titleOfInvention |
Machine learning for digital pathology |
| abstract |
A method assessing tissue morphology using machine learning includes a step of training a machine learnable device to predict the status of a diagnostic feature in stained tissue samples. The machine learnable device is trained with a characterized set of digital images of stained tissue samples. Each digital image of the characterized set has a known status for the diagnostic feature and an extracted feature map provides values for a extracted feature over an associated 2-dimensional grid of spatial locations. A step of inputting the set of extracted feature maps is inputted into the machine learnable device to form associations therein between the set of extracted feature maps to and the known status for the diagnostic feature to form a trained machine learnable device. The status for the diagnostic feature of a stained tissue sample of unknown status for the diagnostic feature is predicted from the trained machine learnable device. |
| isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11494907-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11107573-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11748877-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2021208068-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2021073986-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2021074411-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2020250817-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11295466-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11741604-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11508481-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2022167086-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11521040-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2021209753-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11631171-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2019228286-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11322246-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2022074849-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2022015728-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11210791-B2 |
| priorityDate |
2017-03-06-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type |
http://data.epo.org/linked-data/def/patent/Publication |