title:: EP3648057A1 — Determining malignancy of pulmonary nodules using deep learning
patent:: EP3648057A1
status:: published 2020-05-06 · Granted
filed:: 2019-10-30
assignee:: Siemens Healthcare GmbH
people:: Sasa Grbic, Dorin Comaniciu, Bogdan Georgescu, Siqi LIU, Razvan Ionasec
domain:: Machine Learning, Clinical Decision Support, Computer Vision, Medical Imaging
link:: https://patents.google.com/patent/EP3648057A1/en
Figure 1 from the published patent document. Patent drawings are public records.
Abstract
Systems and method are described for determining a malignancy of a nodule. A medical image of a nodule of a patient is received. A patch surrounding the nodule is identified in the medical image. A malignancy of the nodule in the patch is predicted using a trained deep image-to-image network.
Data Points
- EP3648057A1 — published European application (kind code A1)
- Filed 2019-10-30, published 2020-05-06
- Legal status today — Granted
- Assignee — Siemens Healthcare GmbH
- Co-inventors — Sasa Grbic, Dorin Comaniciu, Bogdan Georgescu, Siqi LIU
Part of the complete record in Patents.
