METHOD AND APPARATUS FOR VERIFYING MEDICAL FACT

Patent №

US 11,636,936

Granted

2023-04-25

Filed 2020

Owner

BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17023998

The present disclosure relates to the field of medical data processing based on natural language processing. Embodiments of the present disclosure disclose a method and apparatus for verifying a medical fact. The method may include: acquiring a description text of the medical fact; selecting a relevant paragraph related to the description text of the medical fact from a medical document; and inputting the description text of the medical fact and the corresponding relevant paragraph into a trained discrimination model for authenticity judgment, to obtain a verification result of the medical fact, the discrimination model being pre-trained based on a medical text paragraph pair extracted from the medical document, and being iteratively adjusted using a medical fact sample set including authenticity labeling information after the pre-training.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06N 3/08G16H 20/10G06F 40/20G06F 40/30G06F 40/58G06N 3/0442G06N 3/0464G06N 3/0895+5 more

AI classification

Natural language1.00
Vision1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.81
Planning0.75
Speech0.01
Evolutionary computation0.00

Ownership

BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

assignment · 542160506

Assignors

FANG, ZHOU, LI, SHUANGJIE, SHI, YABING, JIANG, YE

On an employer assignment, the assignors are typically the inventors.

From the same owner

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