RESIDUAL-BASED MONITORING OF HUMAN HEALTH

Patent №

US 8,795,170

Granted

2014-08-05

Filed 2006

Owner

VENTURE GAIN L.L.C.

Lab

AI components

5

ml · vision · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11564679

Improved human health monitoring is provided in the context of sensor measurements of typical vital signs and other biological parameters, by a system and method using an empirical model of the parameters and disposed to estimate values of the parameters in response to actual measurements. Residuals resulting from the difference between the estimates and actual measurements are analyzed for robust indications of incipient health issues. Residual analysis is both more robust and more sensitive than conventional univariate range checking on vital signs.

Machine learningVisionKnowledge representationEvolutionary computationAI hardwareG16B 5/30A61B 5/0205A61B 5/14551A61B 5/318A61B 5/7264G06F 9/545G06F 18/22G16H 50/20+14 more

AI classification

Machine learning1.00
Evolutionary computation0.96
AI hardware0.96
Vision0.90
Knowledge representation0.52
Natural language0.38
Speech0.03
Planning0.00

Ownership

VENTURE GAIN L.L.C.

assignment · 190490567

Assignors

PIPKE, ROBERT MATTHEW

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

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