Inventors:
- Los Altos CA, US
Jaikumar Ramanathan - Saratoga CA, US
Guy Katsav - Los Altos CA, US
Jason Strober - Los Altos Hills CA, US
International Classification:
G16H 15/00
G16H 50/30
G16H 40/20
G16H 10/60
G16H 50/20
G16H 50/70
G16H 70/60
Abstract:
Methods and systems for generating a report that ranks patients at risk for readmission to an acute care facility from a post-acute care facility. A system receives, from the post-acute care facility, patient data for a plurality of patients. The system inputs the patient data into a risk machine-learning system that was previously trained using historical patient data and data reflecting any readmissions from one or more post-acute care facilities to one or more acute care facilities. The system determines, by the risk machine-learning system, a risk score for each patient. Each risk score represents risk of a respective patient being readmitted to an acute care facility from the post-acute care facility. The system further generates the report. The report including a list of at least a subset of patients from the plurality of patients ranked from the patient with the highest risk to the lowest risk of readmission.