Evalu@: An Agnostic Web-Based Tool for Consistent and Constant Evaluation Used as a Data Gatherer for Artificial Intelligence Implementations

Yepes-Calderon, Fernando; Zuluaga, Juan F. Yepes; Calderón, Gonzalo

doi:10.1007/978-3-030-32475-9_6

Cited by 8 publications

(2 citation statements)

References 12 publications

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“…Using a homemade API, the gateway also pushes the estimated operation points, and the patient’s vitals to the Evalu@ service. 12 Since medical applications do not admit information lost (insufficient information or delayed data due to packets lost will affect the decision stage and eventually the patient’s health), we sacrificed speed and preferred reliability by choosing TCP instead of the user datagram protocol (UDP). Recall that UDP is a faster protocol with no recovery mechanisms in case information packets are corrupted or lost.…”

Section: Methodsmentioning

confidence: 99%

Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator

Morales

Romero²,

Sanchez³

et al. 2022

F1000Res

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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.

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Section: Methodsmentioning

confidence: 99%

Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator

Morales

Romero²,

Sanchez³

et al. 2022

F1000Res

Self Cite

View full text Add to dashboard Cite

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“…Records of three measurements per subject were gathered for a sample size of n = 52. Evalu@ (15) was employed in the data collection tasks to generate real-time statistics and instant remote monitoring. The three experts yielded normal distributions for their manual MHC estimations on 27 males, 25 females within the age range months old.…”

Section: Characterizing the Lack Of Reproducibility In Mhc Manual Estimationmentioning

confidence: 99%

Measuring Maximum Head Circumference Within the Picture Archiving and Communication System: A Fully Automatic Approach

Yepes-Calderon¹,

Wihardja

Sloan

et al. 2021

Front. Pediatr.

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This study describes an automatic technique to accurately determine the maximum head circumference (MHC) measurement from MRI studies within the Picture Archiving and Communications System, and can automatically add this measurement to the final radiology report. Participants were selected through a retrospective chart review of patients referred to the neurosurgery clinic. Forty-nine pediatric patients with ages ranging from 5 months to 11 years were included in the study. We created 14 printed ring structures to mirror the head circumference values at various ages along the x-axis of the Nellhaus chart. The 3D-printed structures were used to create MRI phantoms. Analytical obtainment of circumference values from the 3D objects and phantom images allowed for a fair estimation and correction of errors on the image-based-measuring instrument. Then, standard manual MHC measurements were performed and compared to values obtained from the patients' MRI T1 images using the tuned instrument proposed in this document. A T-test revealed no statistical difference between the manual assessments and the ones obtained by the automation p = 0.357, α = 0.05. This automatic application augments the more error-prone manual MHC measurement, and can add a numerical value to the final radiology report as a standard application.

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Fairly Ranking the Neediest in Worldwide Social Systems. An Artificial Intelligence Approach Born in Cov2 Pandemic Outbreak

Gregory¹,

Calderon

Jiménez³

et al. 2020

Communications in Computer and Information Science

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Evalu@: An Agnostic Web-Based Tool for Consistent and Constant Evaluation Used as a Data Gatherer for Artificial Intelligence Implementations

Cited by 8 publications

References 12 publications

Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator

Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator

Measuring Maximum Head Circumference Within the Picture Archiving and Communication System: A Fully Automatic Approach

Fairly Ranking the Neediest in Worldwide Social Systems. An Artificial Intelligence Approach Born in Cov2 Pandemic Outbreak

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