ADAPTIVE PREDICTION OF CHANGES OF PHYSIOLOGICAL/PATHOLOGICAL STATES USING PROCESSING OF BIOMEDICAL SIGNALS

Patent №

US 7,225,013

Granted

2007-05-29

Filed 2003

Owner

WIDEMED LTD.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10678773

A method and system predicts changes of physiological/pathological states in a patient, based on sampling, processing and analyzing a plurality of aggregated noisy biomedical signals. A reference database of raw data streams or features is generated by aggregating one or more raw data streams. The features are derived from the raw data streams and represent physiological/pathological states. Each feature consists of biomedical signals of a plurality of patients, wherein several patients have one or more of the physiological/pathological states. A path, which is an individual dynamics, between physiological/pathological states is obtained according to their order of appearance. Then, a prediction of being in physiological/pathological states, or transitions to physiological/pathological states in the patient, is obtained by comparing the individual dynamics with known dynamics, obtained from prior knowledge.

Machine learningKnowledge representationPlanningAI hardwareA61B 5/7275A61B 5/316A61B 5/372A61B 5/7203A61B 5/7264G16H 40/67G16H 50/20G16H 50/50+6 more

AI classification

Machine learning1.00
Knowledge representation1.00
Planning0.85
AI hardware0.64
Evolutionary computation0.48
Vision0.43
Natural language0.04
Speech0.00

Ownership

WIDEMED LTD.

assignment · 142240990

Assignors

GEVA, AMIR, TODROS, KOBI, LEVI, BARUCH, SOLOMON, DAVID, KEREM, DAN

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

© 2026 NYSGPT2525 LLC