| Predicate |
Object |
| assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_201743fd9120bd252238a424f46568ea |
| classificationCPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30024
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-10056 |
| classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V20-695
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-0012
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V20-698 |
| classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T7-00 |
| filingDate |
1995-06-01-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_88e62e278dd5202e64905af1e8906fe4
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_faaecf5304cde147bd03fe3ed497fc82
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_8c13f1cb379b67fff9bbe42b95570f0f
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_5db8b7147a38c69890f901d4b1bf0426 |
| publicationDate |
1995-12-14-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber |
WO-9534050-A1 |
| titleOfInvention |
Neural network for cell image analysis for identification of abnormal cells |
| abstract |
A neural network is used in a system to detect abnormalities in cells, including cancer in bladder tissue cells. The system has an image analysis system for generating data representative of imaging variables from an image of stained cells. The set of data is provided to a neural network which has been trained to detect abnormalities from known tissue cells with respect to the data from the same set of imaging variables. A conventional sigmoid-activated neural network, or alternatively, a hybrid neural network having a combination of sigmoid, gaussian and sinusoidal activation functions may be utilized. The trained neural network applies a set of weight factors obtained during training to the data to classify the unknown tissue cell as normal or abnormal. |
| isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-9240043-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-8831327-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/EP-0967918-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/EP-0967918-A4 |
| priorityDate |
1994-06-03-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type |
http://data.epo.org/linked-data/def/patent/Publication |