| Predicate |
Object |
| assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_910b98193a94146be3ab2694f13b0b47 |
| classificationCPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30048
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-10132
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-14
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-0012
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-54 |
| classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-20
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-5207
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-5223
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-0883
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-465
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-466
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-70
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H30-20
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H30-40
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-469
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-06
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-486
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-488
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B8-468 |
| classificationIPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B8-14
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T7-00 |
| classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B8-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B8-06
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B8-08
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G16H30-20
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G16H30-40 |
| filingDate |
2018-12-11-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| grantDate |
2020-04-28-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_ad0f186f32c7889d7b515196f2a66073
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_e007f3150e1edc37384677ea42e10716
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_9768f1bdb80439ab6f4b27519b17e971
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_7eb580b8553853a6b89909c4b14fb46b
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_4f8b280ae475487248ccd49df5cfbe4a
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_68b82ce2637b212e18f051e221af554f |
| publicationDate |
2020-04-28-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber |
US-10631828-B1 |
| titleOfInvention |
Automatic clinical workflow that recognizes and analyzes 2D and doppler modality echocardiogram images for automated cardiac measurements and the diagnosis, prediction and prognosis of heart disease |
| abstract |
An automated workflow performed by software executing on at least one processor includes receiving a plurality of echocardiogram images taken by an ultrasound device. A first filter separates the plurality of echocardiogram images by 2D images and Doppler modality images based on analyzing image metadata. A first neural network classifies the 2D images by view type, and a second neural network classifies the Doppler modality images by view type. A third neural network segments cardiac chambers in the 2D images and a fourth neural network segments the Doppler modality images to generate waveform traces, producing segmented 2D images and segmented Doppler modality images. Using both the sets of images, measurements of cardiac features for both left and right sides of the heart are calculated. The calculated measurements are compared with international cardiac guidelines to generate conclusions and a report is output highlighting the measurements that fall outside of the guidelines. |
| isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2021264238-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11532084-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11636593-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2021231190-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2021231206-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11367001-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11301996-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11446009-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2021176237-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2021259664-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2021345992-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2021337098-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11523801-B2 |
| priorityDate |
2018-12-11-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type |
http://data.epo.org/linked-data/def/patent/Publication |