METHOD AND SYSTEM FOR SUPPORTING A CLINICAL DIAGNOSIS

Patent №

US 8,965,818

Granted

2015-02-24

Filed 2012

Owner

SIEMENS AKTIENGESELLSCHAFT

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13473134

Methods and systems may support conclusions of a clinician by enabling the clinician to arbitrarily define the symptoms according to the patient's record. The method may comprise: (a) determining a plurality of symptoms representing a patient and including characteristics of the patient, the symptoms being categorized as present symptoms, absent symptoms or open symptoms; (b) establishing a multi-tier relationship between said symptoms and a plurality of diseases based on a knowledge model; (c) adjusting weighting factor(s) for at least one multi-tier relationship based on said knowledge model; (d) optionally adjusting at least one weighting factor of step (c) by an expert; and (e) building a ranking of diseases from said multi-tier relationship based on said weighting factors. The method may provide an efficient ranking of disease information, thereby supporting a clinical diagnosis that may consider multiple symptoms while emphasizing particular symptoms in view of the clinician's expertise.

AI classification

Knowledge representation1.00
Natural language1.00
Machine learning0.96
Planning0.91
Vision0.05
AI hardware0.01
Evolutionary computation0.01
Speech0.00

Ownership

SIEMENS AKTIENGESELLSCHAFT

assignment · 286330300

Assignors

ZILLNER, SONJA, OBERKAMPF, HEINER

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

From the same owner

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