Healthcare Information Technology System for Predicting or Preventing Readmissions

Patent №

US 8,949,082

Granted

2015-02-03

Filed 2011

Owner

SIEMENS MEDICAL SOLUTIONS USA, INC.

+2 more

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13153551

Hospital readmissions may be prevented. Readmission is prevented by predicting the probability of a given patient to be readmitted. The probability alone may prevent readmission by educating the patient or medical professional. The probability may be predicted during a patient stay and used to generate a workflow action item to reduce the probability, to warn, to output appropriate instructions, and/or assist in avoiding readmission. The probability may be specific to a hospital, physician group, or other entity, allowing prevention to focus on past readmission causes for the given entity.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG16H 10/60G06Q 10/10G16H 40/20G16H 50/20G16H 50/30G16H 50/70

AI classification

Planning1.00
Knowledge representation1.00
Machine learning0.99
AI hardware0.96
Natural language0.94
Vision0.15
Speech0.00
Evolutionary computation0.00

Ownership

SIEMENS MEDICAL SOLUTIONS USA, INC.

assignment · 267200567

CERNER HEALTH SERVICES, INC.

assignment · 350290316

CERNER CORPORATION

merger · 637780401

Assignors

FAROOQ, FAISAL, ROSALES, ROMER E., YU, SHIPENG, KRISHNAPURAM, BALAJI, RAO, BHARAT R.

On an employer assignment, the assignors are typically the inventors.

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