METHOD AND SYSTEM FOR EXPLORING THE ASSOCIATIONS BETWEEN DRUG SIDE-EFFECTS AND THERAPEUTIC INDICATIONS

Patent №

US 10,692,588

Granted

2020-06-23

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15289018

A system and method for analyzing chemical data including a processor and one or more classifiers, stored in memory and coupled to the processor, which further includes an indication predictive module configured to predict whether a given chemical treats a particular indication or not and a side effect predictive module configured to predict whether a given chemical causes a side-effect or not. A correlation engine is configured to determine one or more correlations between one or more indications and one or more side effects for the given chemical and a visualization tool is configured to analyze the one or more correlations and to output results of the analysis.

AI classification

Knowledge representation1.00
Machine learning0.99
AI hardware0.98
Natural language0.90
Planning0.41
Evolutionary computation0.11
Vision0.04
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 399690572

Assignors

CAO, NAN, HU, JIANYING, SORRENTINO, ROBERT K., WANG, FEI, ZHANG, PING

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

From the same owner

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