Artificial intelligence fuzzy system for the design of confinements during quarantines
BACKGROUND: Different modalities of quarantines were one of the main measures implemented worldwide to avoid the spread of SARS-CoV2 virus.
AIM: To analyze and compare retrospectively the implementation of the Step- to-Step plan devised by the Chilean Ministry of Health during the pandemic. To propose a decision-making path based on an artificial intelligence fuzzy system to determine confinements in specific territories.
MATERIAL AND METHODS: The Step-to-Step Plan threshold values such hospital network capacity, epidemic spreading, testing and contact tracing capability were modeled using fuzzy numbers and fuzzy rule-based systems.
RESULTS: Ministry of Health's decision-making opportuneness were unrelated with the Step-to-Step Plan indicators for deconfinement. Such disagreements undermined epidemiological indicators.
CONCLUSIONS: Using an artificial intelligence system could improve decision-making transparency, emergency governance, and risk communication to the population.
| Medienart: |
E-Artikel |
|---|
| Erscheinungsjahr: |
2023 |
|---|---|
| Erschienen: |
2023 |
| Enthalten in: |
Zur Gesamtaufnahme - volume:151 |
|---|---|
| Enthalten in: |
Revista medica de Chile - 151(2023), 2 vom: 25. Feb., Seite 197-205 |
| Sprache: |
Spanisch |
|---|
| Weiterer Titel: |
Aplicación de sistemas fuzzy para la toma de decisiones del Plan Paso a Paso: análisis de los indicadores para la comuna de Valdivia |
|---|
| Beteiligte Personen: |
Sánchez, Daniel E [VerfasserIn] |
|---|
| Links: |
|---|
| Themen: |
|---|
| Anmerkungen: |
Date Completed 01.02.2024 Date Revised 01.02.2024 published: Print Citation Status MEDLINE |
|---|
| doi: |
10.4067/s0034-98872023000200197 |
|---|
| funding: |
|
|---|---|
| Förderinstitution / Projekttitel: |
|
| PPN (Katalog-ID): |
NLM367841711 |
|---|
| LEADER | 01000caa a22002652 4500 | ||
|---|---|---|---|
| 001 | NLM367841711 | ||
| 003 | DE-627 | ||
| 005 | 20240201232308.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 240131s2023 xx |||||o 00| ||spa c | ||
| 024 | 7 | |a 10.4067/s0034-98872023000200197 |2 doi | |
| 028 | 5 | 2 | |a pubmed24n1277.xml |
| 035 | |a (DE-627)NLM367841711 | ||
| 035 | |a (NLM)38293855 | ||
| 035 | |a (PII)S0034-98872023000200197 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rakwb | ||
| 041 | |a spa | ||
| 100 | 1 | |a Sánchez, Daniel E |e verfasserin |4 aut | |
| 245 | 1 | 0 | |a Artificial intelligence fuzzy system for the design of confinements during quarantines |
| 246 | 3 | 3 | |a Aplicación de sistemas fuzzy para la toma de decisiones del Plan Paso a Paso: análisis de los indicadores para la comuna de Valdivia |
| 264 | 1 | |c 2023 | |
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a ƒaComputermedien |b c |2 rdamedia | ||
| 338 | |a ƒa Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Date Completed 01.02.2024 | ||
| 500 | |a Date Revised 01.02.2024 | ||
| 500 | |a published: Print | ||
| 500 | |a Citation Status MEDLINE | ||
| 520 | |a BACKGROUND: Different modalities of quarantines were one of the main measures implemented worldwide to avoid the spread of SARS-CoV2 virus | ||
| 520 | |a AIM: To analyze and compare retrospectively the implementation of the Step- to-Step plan devised by the Chilean Ministry of Health during the pandemic. To propose a decision-making path based on an artificial intelligence fuzzy system to determine confinements in specific territories | ||
| 520 | |a MATERIAL AND METHODS: The Step-to-Step Plan threshold values such hospital network capacity, epidemic spreading, testing and contact tracing capability were modeled using fuzzy numbers and fuzzy rule-based systems | ||
| 520 | |a RESULTS: Ministry of Health's decision-making opportuneness were unrelated with the Step-to-Step Plan indicators for deconfinement. Such disagreements undermined epidemiological indicators | ||
| 520 | |a CONCLUSIONS: Using an artificial intelligence system could improve decision-making transparency, emergency governance, and risk communication to the population | ||
| 650 | 4 | |a English Abstract | |
| 650 | 4 | |a Journal Article | |
| 650 | 7 | |a RNA, Viral |2 NLM | |
| 700 | 1 | |a Méndez, Claudio A |e verfasserin |4 aut | |
| 700 | 1 | |a Brun, Gina |e verfasserin |4 aut | |
| 700 | 1 | |a Traub-Muñoz, Marcela |e verfasserin |4 aut | |
| 700 | 1 | |a Barros, Laécio C |e verfasserin |4 aut | |
| 773 | 0 | 8 | |i Enthalten in |t Revista medica de Chile |d 1945 |g 151(2023), 2 vom: 25. Feb., Seite 197-205 |w (DE-627)NLM00019624X |x 0717-6163 |7 nnns |
| 773 | 1 | 8 | |g volume:151 |g year:2023 |g number:2 |g day:25 |g month:02 |g pages:197-205 |
| 856 | 4 | 0 | |u http://dx.doi.org/10.4067/s0034-98872023000200197 |3 Volltext |
| 912 | |a GBV_USEFLAG_A | ||
| 912 | |a GBV_NLM | ||
| 951 | |a AR | ||
| 952 | |d 151 |j 2023 |e 2 |b 25 |c 02 |h 197-205 | ||