title:: US20190164642A1 — Computer-based diagnostic system
patent:: US20190164642A1
status:: published 2019-05-30 · Granted
filed:: 2018-11-20
assignee:: Siemens Healthcare GmbH
people:: Andre Hartung, Razvan Ionasec
domain:: Machine Learning, Clinical Decision Support, Computer Vision, Medical Imaging
link:: https://patents.google.com/patent/US20190164642A1/en
Figure 1 from the published patent document. Patent drawings are public records.
Abstract
A computer-based diagnostic system includes an image generation unit adapted to generate tomographic images of a patient’s organ; a deep machine learning unit configured to process generated tomographic images of the patient’s organ to classify organ regions of diseased functional tissue of the patient’s organ as belonging to one of a set of abnormal image patterns using trained deep neural networks; and a clinical decision support unit adapted to process classification results of the deep machine learning unit to calculate a diagnostic result output via an interface of the clinical decision support unit.
Data Points
- US20190164642A1 — published US application (kind code A1)
- Filed 2018-11-20, published 2019-05-30
- Legal status today — Granted
- Assignee — Siemens Healthcare GmbH
- Co-inventors — Andre Hartung
Part of the complete record in Patents.
