Predicting the outcome for COVID-19 patients by applying time series classification to electronic health records.
Davi Silva RodriguesAna Catharina S. NastriMarcello M. MagriMaura Salaroli de OliveiraEster C. SabinoPedro H. M. F. FigueiredoAnna S. LevinMaristela P. FreireLeila S. HarimaFátima L. S. NunesJoão Eduardo FerreiraGeraldo F. BusattoEloisa BonfáEdivaldo UtiyamaAluisio SeguradoBeatriz PerondiAnna M. MoraisAmanda MontalSolange FuscoMarjorie FregonesiMarcelo RochaIzabel MarcilioIzabel C. RiosFabiane Y. O. KawanoM. Amelia de JesusEsper G. KallasCarolina MarmoClarice TanakaHeraldo P. de SouzaJulio F. M. MarchiniCarlos CarvalhoJuliana C. FerreiraThais GuimaraesCarolina S. LazariAlberto J. S. DuarteM. Cristina P. B. FranciscoSilvia F. CostaPublished in: BMC Medical Informatics Decis. Mak. (2022)
Keyphrases
- electronic health records
- clinical data
- clinical trials
- health records
- medical records
- medical data
- health information systems
- healthcare providers
- health care providers
- health data
- health care
- statistical analysis
- patient care
- electronic medical record
- patient data
- raw data
- health information technology
- medical knowledge
- free text
- mr images
- nearest neighbor
- knowledge discovery
- health information
- domain experts
- knowledge acquisition
- decision support system
- decision making
- information systems