title:: US20180315505A1 — Optimization of clinical decision making
patent:: US20180315505A1
status:: published 2018-11-01 · Abandoned
filed:: 2018-04-03
assignee:: Siemens Healthcare GmbH
people:: Lucian Mihai Itu, Puneet Sharma, Razvan Ionasec, Dorin Comaniciu
domain:: Machine Learning, Clinical Decision Support, Medical Imaging
link:: https://patents.google.com/patent/US20180315505A1/en
Figure 1 from the published patent document. Patent drawings are public records.
Abstract
Systems and methods for optimizing the decision to perform additional clinical testing are provided. A model of cutoff values, associated with the initial clinical test and representing a tradeoff between a plurality of factors, is generated. Each of the cutoff values define a boundary within a range of results of the initial clinical test delineating results that provide a medical evaluation and results that do not provide the medical evaluation. At least one optimized cutoff value associated with the initial clinical test is determined from the cutoff values by optimizing the model based on the tradeoff between the plurality of factors. It is determined whether to perform the additional clinical test based on a result of the initial clinical test performed on the patient and the at least one optimized cutoff value.
Data Points
- US20180315505A1 — published US application (kind code A1)
- Filed 2018-04-03, published 2018-11-01
- Legal status today — Abandoned
- Assignee — Siemens Healthcare GmbH
- Co-inventors — Lucian Mihai Itu, Puneet Sharma, Dorin Comaniciu
Part of the complete record in Patents.
