Predicate |
Object |
assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_e08aa8500b7a31acadb7b8c7136621ce http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_e32e5017b10cd007cdecdf457d3b59f4 |
classificationCPCAdditional |
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classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-174 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-194 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T19-20 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-045 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N5-103 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-08 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-143 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T15-08 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H20-40 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T11-008 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/G06T7-0014 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-11 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-12 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-20 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61N5-1039 |
classificationIPCInventive |
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filingDate |
2020-03-04-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
grantDate |
2021-06-08-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_55cd7035f30e28a731b308d85a8516ed http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_2b67ba8d38e68282dffec51724eeef06 |
publicationDate |
2021-06-08-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
publicationNumber |
US-11030747-B1 |
titleOfInvention |
System and method for automatic thoracic organ segmentation from CT using a deep learning framework |
abstract |
The present disclosure relates to a method and apparatus for automatic thoracic organ segmentation. The method includes: receiving three-dimensional (3D) images obtained by a computed tomography (CT) system; processing the 3D images to have the same spatial resolution and matrix size; building a two-stage deep learning framework using convolutional neural networks (CNNs) for organ segmentation; adapting the deep learning framework to be compatible with incomplete training data; improving the CNNs upon arrival of new training data; post-processing the output from the deep learning framework to obtain final organ segmentation. |
isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11087883-B1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11526694-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11455733-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11301999-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11651499-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11449716-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-113935369-A http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2021390709-A1 |
priorityDate |
2020-03-04-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
type |
http://data.epo.org/linked-data/def/patent/Publication |