| Predicate |
Object |
| assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_5f90b10d8968389d412d7f056534146b |
| classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-6898
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-20
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H50-30
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16H10-60
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-14532
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-6802
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A61B5-021 |
| classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B5-145
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G16H50-30
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G16H10-60
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B5-021
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A61B5-00 |
| filingDate |
2021-02-04-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_7ec1d20d63010bda0803c87d4cadcf81
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_ce5e0a2ed39ae3d284f717ae338407b8
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_27b527760f5c2f468d1de3b11d75d6a5 |
| publicationDate |
2021-08-05-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber |
US-2021241916-A1 |
| titleOfInvention |
Forecasting and explaining user health metrics |
| abstract |
Systems and methods for forecasting and/or explaining health metrics are provided. In some embodiments, for example, a method for informing a user of at least one health factor contributing to a predicted health metric comprises receiving health data of the user, and calculating a plurality of features based on the health data. The features can be categorized into a plurality of feature groups. The method further includes generating a prediction of a health metric of the user by inputting the features into a machine learning model. The method can also include identifying at least one contributing health factor by selecting at least one feature group that provides a threshold contribution to the prediction, and determining a health factor associated with the at least one feature group. The method can include outputting a notification for the user including the prediction and the at least one contributing health factor. |
| isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2022406467-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11593822-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-114388135-A
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2022327560-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2022170283-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-115238596-A
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2023117560-A1 |
| priorityDate |
2020-02-05-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type |
http://data.epo.org/linked-data/def/patent/Publication |