Patent №
US 9,984,772
Granted
2018-05-29
Filed 2017
Owner
SIEMENS MEDICAL SOLUTIONS USA, INC.
+1 more
Lab
—
AI components
6
ml · nlp · vision · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
15455591
A computer-implemented method for predicting answers to questions concerning medical image analytics reports includes splitting a medical image analytics report into a plurality of sentences and generating a plurality of sentence embedding vectors by applying a natural language processing framework to the plurality of sentences. A question related to subject matter included in the medical image analytics report is received and a question embedding vector is generated by applying the natural language processing framework to the question. A subset of the sentence embedding vectors most similar to the question embedding vector is identified by applying a similarity matching process to the sentence embedding vectors and the question embedding vector. A trained recurrent neural network (RNN) is used to determine a predicted answer to the question based on the subset of the sentence embedding vectors.
AI classification
Ownership
SIEMENS MEDICAL SOLUTIONS USA, INC.
assignment · 415900422
SIEMENS HEALTHCARE GMBH
assignment · 418400185
Assignors
LIU, WEN, MODI, ASHUTOSH, GEORGESCU, BOGDAN, PEREIRA, FRANCISCO
On an employer assignment, the assignors are typically the inventors.