| Predicate |
Object |
| assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_40cbce962f1473981fe5560585ee9be1 |
| classificationCPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V2201-03
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30168
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-10056
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30024
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/G01N33-4833 |
| classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V20-698
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T11-001
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F15-76
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H30-40
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-0012
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-20
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-11
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-045
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-08
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-214
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V10-82
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G01N33-4833 |
| classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06F15-76
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06K9-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06N3-04
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T7-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06N3-08 |
| filingDate |
2017-02-23-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_7a8de428772a0780d2527c1c0ace1a3d
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_b037aeaaee49ccbeb235f60ea9339f2d
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_bacacc4c05a711c8af98d76d5c2e00e0
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_3ff430f36e37e6a81a47e033b96cf890
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_39393f0fe1ee86affc62ac296991b6f9 |
| publicationDate |
2019-10-15-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber |
CN-110337644-A |
| titleOfInvention |
Method and system for assisting pathologists in identifying tumor cells in magnified tissue images |
| abstract |
A method, system and machine for assisting a pathologist in identifying the presence of tumor cells in lymph node tissue is disclosed. A digital image of lymph node tissue at a first magnification (eg, 40X) is subdivided into a plurality of rectangular "tiles." A malignancy likelihood score is then determined for each tile. The score is obtained by analyzing the pixel data from the tile (eg, centered on and including the pixel data of the tile) using a computer system programmed as an ensemble of deep neural network pattern recognizers, each deep neural network The pattern recognizer operates on different magnification levels of the tile. Generate a representation or "heat map" of the slide. According to (1) the malignancy likelihood score assigned to the tile by the combined output of the ensemble of deep neural network pattern recognizers, and (2) assigning different colors (or grayscale values) to the malignancy assigned to the tile A code for the different values of the tumor likelihood score to assign a color or grayscale value to each tile. |
| isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-115147343-A
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11699233-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-111751371-A
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-112233061-A
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-111751371-B
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-113704412-A |
| priorityDate |
2017-02-23-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type |
http://data.epo.org/linked-data/def/patent/Publication |