The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Apr. 04, 2023
Filed:
Sep. 18, 2017
Koninklijke Philips N.v., Eindhoven, NL;
Aaditya Prakash, Cambridge, MA (US);
Sheikh Sadid AL Hasan, Cambridge, MA (US);
Oladimeji Feyisetan Farri, Yorktown Heights, NY (US);
Kathy Mi Young Lee, Westford, MA (US);
Vivek Varma Datla, Watertown, MA (US);
Ashequl Qadir, Melrose, MA (US);
Junyi Liu, Revere, MA (US);
KONINKLIJKE PHILIPS N.V., Eindhoven, NL;
Abstract
Techniques are described herein for training and applying memory neural networks, such as 'condensed' memory neural networks ('C-MemNN') and/or “average” memory neural networks (“A-MemNN”). In various embodiments, the memory neural networks may be iteratively trained using training data in the form of free form clinical notes and clinical reference documents. In various embodiments, during each iteration of the training, a so-called “condensed” memory state may be generated and used as part of the next iteration. Once trained, a free form clinical note associated with a patient may be applied as input across the memory neural network to predict one or more diagnoses or outcomes of the patient.