Early-stage SARDs classification model processing method, device and processing equipment
The invention provides an early-stage SARDs classification model processing method, device and processing equipment, which are used for providing a set of processing architecture of an early-stage SARDs classification model, which is convenient to operate and high in precision, aiming at a classification target of early-stage SARDs, so that tool support with relatively high practical value can be provided for clinical work and medical research of the SARDs. The method comprises the following steps: collecting laboratory index detection results of early-stage SARDs medical records greater than a preset number as sample data; training a plurality of models in the initial model set according to laboratory index detection results of systemic lupus erythematosus, rheumatoid arthritis, systemic sclerosis, sjogren syndrome, mixed connective tissue disease and inflammatory myopathy to obtain a plurality of classification models corresponding to each early case; and sequentially aiming at each SARDs type, selecting a model with optimal classification performance from the plurality of classification models corresponding to each early-stage case as a final classification model, and obtaining an early-stage SARDs classification model..
| Medienart: |
|
|---|
Patent| Erscheinungsjahr: |
2024 |
|---|---|
| Erschienen: |
2024 |
| Enthalten in: |
Europäisches Patentamt - (2024) vom: 16. Jan. Zur Gesamtaufnahme - year:2024 |
|---|
| Sprache: |
Englisch |
|---|
| Beteiligte Personen: |
WU SHIJI [VerfasserIn] |
|---|
| Links: |
Volltext [kostenfrei] |
|---|
| Themen: |
Sonstige Themen: |
|---|
| Anmerkungen: |
Source: www.epo.org (no modifications made), First posted: 2024-01-16, Last update posted on www.tib.eu: 2024-03-25, Last updated: 2024-03-29 |
|---|
| Patentnummer: |
CN117407760 |
|---|
| Förderinstitution / Projekttitel: |
|
|---|
| PPN (Katalog-ID): |
EPA002583526 |
|---|
| LEADER | 01000naa a22002652 4500 | ||
|---|---|---|---|
| 001 | EPA002583526 | ||
| 003 | DE-627 | ||
| 005 | 20240329155236.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 240329s2024 xx |||||o 00| ||eng c | ||
| 035 | |a (DE-627)EPA002583526 | ||
| 035 | |a (EPA)CN117407760 | ||
| 035 | |a (EPA)89487802 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rakwb | ||
| 041 | |a eng | ||
| 100 | 0 | |a WU SHIJI |e verfasserin |4 aut | |
| 245 | 1 | 0 | |a Early-stage SARDs classification model processing method, device and processing equipment |
| 264 | 1 | |c 2024 | |
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Source: www.epo.org (no modifications made), First posted: 2024-01-16, Last update posted on www.tib.eu: 2024-03-25, Last updated: 2024-03-29 | ||
| 520 | |a The invention provides an early-stage SARDs classification model processing method, device and processing equipment, which are used for providing a set of processing architecture of an early-stage SARDs classification model, which is convenient to operate and high in precision, aiming at a classification target of early-stage SARDs, so that tool support with relatively high practical value can be provided for clinical work and medical research of the SARDs. The method comprises the following steps: collecting laboratory index detection results of early-stage SARDs medical records greater than a preset number as sample data; training a plurality of models in the initial model set according to laboratory index detection results of systemic lupus erythematosus, rheumatoid arthritis, systemic sclerosis, sjogren syndrome, mixed connective tissue disease and inflammatory myopathy to obtain a plurality of classification models corresponding to each early case; and sequentially aiming at each SARDs type, selecting a model with optimal classification performance from the plurality of classification models corresponding to each early-stage case as a final classification model, and obtaining an early-stage SARDs classification model. | ||
| 650 | 4 | |a G16H: Healthcare informatics, i.e. information and communication technology [ict] specially adapted for the handling or processing of medical or healthcare data | |
| 650 | 4 | |a inf | |
| 650 | 4 | |a G06F: Electric digital data processing (computer systems based on specific computational models g06n) | |
| 650 | 4 | |a 615 | |
| 700 | 0 | |a HOU HONGYAN |4 aut | |
| 700 | 0 | |a WANG YUN |4 aut | |
| 700 | 0 | |a WANG TING |4 aut | |
| 700 | 0 | |a WEI WEI |4 aut | |
| 700 | 0 | |a CHEN RUJIA |4 aut | |
| 700 | 0 | |a OUYANG RENREN |4 aut | |
| 700 | 0 | |a YIN BOTAO |4 aut | |
| 700 | 0 | |a HUANG MIN |4 aut | |
| 773 | 0 | 8 | |i Enthalten in |t Europäisches Patentamt |g (2024) vom: 16. Jan. |
| 773 | 1 | 8 | |g year:2024 |g day:16 |g month:01 |
| 856 | 4 | 0 | |u https://worldwide.espacenet.com/patent/search/family/89487802/publication/CN117407760A1?q=CN117407760 |z kostenfrei |3 Volltext |
| 912 | |a GBV_EPA | ||
| 951 | |a AR | ||
| 952 | |j 2024 |b 16 |c 01 | ||