Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator [version 1; peer review: 1 approved, 2 approved with reservations]
The recent Coronavirus disease 2019 (COVID-19) pandemic displayed weaknesses in the healthcare infrastructures worldwide and exposed a lack of specialized personnel to cover the demands of a massive calamity. We have developed a portable ventilator that uses real-time vitals read from the patient to...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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F1000 Research Ltd
2022-12-01
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| Series: | F1000Research |
| Subjects: | |
| Online Access: | https://f1000research.com/articles/11-1570/v1 |
| _version_ | 1828034291069616128 |
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| author | Ismael A. Ardila Sanchez Leidy Lorena Pulido Morales Juan Sebastian Buitrago Romero Fernando Yepes-Calderon |
| author_facet | Ismael A. Ardila Sanchez Leidy Lorena Pulido Morales Juan Sebastian Buitrago Romero Fernando Yepes-Calderon |
| author_sort | Ismael A. Ardila Sanchez |
| collection | DOAJ |
| description | The recent Coronavirus disease 2019 (COVID-19) pandemic displayed weaknesses in the healthcare infrastructures worldwide and exposed a lack of specialized personnel to cover the demands of a massive calamity. We have developed a portable ventilator that uses real-time vitals read from the patient to estimate -- through artificial intelligence -- the optimal operation point. The ventilator has redundant telecommunication capabilities; therefore, the remote assistance model can protect specialists and relatives from highly contagious agents. Additionally, we have designed a system that automatically publishes information in a proprietary cloud centralizer to keep physicians and relatives informed. The system was tested in a residential last-mile connection, and transaction times below the second were registered. The timing scheme allows us to operate up to 200 devices concurrently on these lowest-specification transmission control protocol/internet protocol (TCP/IP) services, promptly transmitting data for online processing and reporting. The ventilator is a proof of concept of automation that has behavioral and cognitive inputs to cheaply, yet reliably, extend the installed capacity of the healthcare systems and multiply the response of the skilled medical personnel to cover high-demanding scenarios and improve service quality. |
| first_indexed | 2024-04-10T15:30:33Z |
| format | Article |
| id | doaj.art-b9b36fba151143309d78f831e0faf22e |
| institution | Directory Open Access Journal |
| issn | 2046-1402 |
| language | English |
| last_indexed | 2024-04-10T15:30:33Z |
| publishDate | 2022-12-01 |
| publisher | F1000 Research Ltd |
| record_format | Article |
| series | F1000Research |
| spelling | doaj.art-b9b36fba151143309d78f831e0faf22e2023-02-14T01:00:00ZengF1000 Research LtdF1000Research2046-14022022-12-0111140177Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator [version 1; peer review: 1 approved, 2 approved with reservations]Ismael A. Ardila Sanchez0Leidy Lorena Pulido Morales1Juan Sebastian Buitrago Romero2Fernando Yepes-Calderon3https://orcid.org/0000-0001-9184-787XFacultad Tecnológica, Universidad Distrital Francisco José de Caldas, Bogota, Bogota, ColombiaFacultad Tecnológica, Universidad Distrital Francisco José de Caldas, Bogota, Bogota, ColombiaFacultad Tecnológica, Universidad Distrital Francisco José de Caldas, Bogota, Bogota, ColombiaI+D+I, GYM Group SA, Cali, Valle del Cauca, ColombiaThe recent Coronavirus disease 2019 (COVID-19) pandemic displayed weaknesses in the healthcare infrastructures worldwide and exposed a lack of specialized personnel to cover the demands of a massive calamity. We have developed a portable ventilator that uses real-time vitals read from the patient to estimate -- through artificial intelligence -- the optimal operation point. The ventilator has redundant telecommunication capabilities; therefore, the remote assistance model can protect specialists and relatives from highly contagious agents. Additionally, we have designed a system that automatically publishes information in a proprietary cloud centralizer to keep physicians and relatives informed. The system was tested in a residential last-mile connection, and transaction times below the second were registered. The timing scheme allows us to operate up to 200 devices concurrently on these lowest-specification transmission control protocol/internet protocol (TCP/IP) services, promptly transmitting data for online processing and reporting. The ventilator is a proof of concept of automation that has behavioral and cognitive inputs to cheaply, yet reliably, extend the installed capacity of the healthcare systems and multiply the response of the skilled medical personnel to cover high-demanding scenarios and improve service quality.https://f1000research.com/articles/11-1570/v1Technology in healthcare Artificial intelligence in medicine Covid 19 mitigation Intense care units everywhere mechanical ventilators AWS implementationseng |
| spellingShingle | Ismael A. Ardila Sanchez Leidy Lorena Pulido Morales Juan Sebastian Buitrago Romero Fernando Yepes-Calderon Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator [version 1; peer review: 1 approved, 2 approved with reservations] F1000Research Technology in healthcare Artificial intelligence in medicine Covid 19 mitigation Intense care units everywhere mechanical ventilators AWS implementations eng |
| title | Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator [version 1; peer review: 1 approved, 2 approved with reservations] |
| title_full | Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator [version 1; peer review: 1 approved, 2 approved with reservations] |
| title_fullStr | Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator [version 1; peer review: 1 approved, 2 approved with reservations] |
| title_full_unstemmed | Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator [version 1; peer review: 1 approved, 2 approved with reservations] |
| title_short | Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator [version 1; peer review: 1 approved, 2 approved with reservations] |
| title_sort | turning any bed into an intensive care unit with the internet of things and artificial intelligence technology presenting the enhanced mechanical ventilator version 1 peer review 1 approved 2 approved with reservations |
| topic | Technology in healthcare Artificial intelligence in medicine Covid 19 mitigation Intense care units everywhere mechanical ventilators AWS implementations eng |
| url | https://f1000research.com/articles/11-1570/v1 |
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