| Predicate |
Object |
| assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_ac31afbea1cbbb03498644721ffb4a62
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_2f31a75828117cf9907805b3508f6888
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_2245a05871e755490915da68b0c7bd31 |
| classificationCPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30028 |
| classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-241
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-08
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-10
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-045
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-214 |
| classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06V10-764
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06N3-08
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T7-10
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06N3-04
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06K9-62
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06V10-774 |
| filingDate |
2021-11-12-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_88bae865d621a6235625bace42c58b7e
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_0690e1cdf436b5301c789d0bb747e2c2
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_0fc17190d6d9bd50fbec17011586f835
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_d957737cbe1c92414a25efca03b59c75
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_078c83ab09a16781fd71591eb3684588
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_4685ef74d1b38d6da78adc28d7c35725
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_634f226e1b33fda13b40ea04acf265bd
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_b346290d50d5f1ab02e6f098c5be7976
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_a0cdc39f747c89fdbb66a811fcf826af
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_d14ee794df19cdbc81553bbf14db0a18 |
| publicationDate |
2022-02-25-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber |
CN-114091591-A |
| titleOfInvention |
A rapid intraoperative identification method of enteric ganglion cells based on knowledge distillation |
| abstract |
The invention discloses an intraoperative rapid identification method for enteric ganglion cells based on knowledge distillation, comprising the following steps: collecting a hematoxylin-eosin-stained image data set of intestinal tissue slices of a dilated segment and performing preliminary image processing, as training data set; build an image segmentation model for image segmentation; use the training dataset to train an image segmentation network; build an image classification model; preprocess the training dataset again; use the reprocessed training dataset to classify the image model Carry out training; use the trained image segmentation model and image classification model to identify enteric ganglion cells, and obtain ganglion cell development and function grade assessment. The present invention reduces the model through knowledge distillation, and the model can achieve a better training effect on the basis of a small number of samples, and the trained model can achieve a fast and accurate recognition effect. |
| priorityDate |
2021-11-12-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type |
http://data.epo.org/linked-data/def/patent/Publication |