Use of machine learning to analyse routinely collected intensive care unit data: a systematic review

D Shillan, JAC Sterne, A Champneys, B Gibbison - Critical care, 2019 - Springer
Abstract Background Intensive care units (ICUs) face financial, bed management, and
staffing constraints. Detailed data covering all aspects of patients' journeys into and through …

Neonatal intensive care decision support systems using artificial intelligence techniques: a systematic review

JS Malak, H Zeraati, FS Nayeri, R Safdari… - Artificial Intelligence …, 2019 - Springer
A neonatal intensive care unit (NICU) provides critical services to preterm and high-risk
infants. Over the years, many tools and techniques have been introduced to support the …

Design of multivariable PID control scheme for humidity and temperature control of neonatal incubator

LH Woldeamanuel, A Ramaveerapathiran - IEEE Access, 2024 - ieeexplore.ieee.org
A preterm baby requires an environment identical to that of the womb. Therefore, a neonatal
incubator can be used to provide an environment comparable to that of neonates in women …

[HTML][HTML] Indirect force control of a cable-driven parallel robot: Tension estimation using artificial neural network trained by force sensor measurements

J Piao, ES Kim, H Choi, CB Moon, E Choi, JO Park… - Sensors, 2019 - mdpi.com
In a cable-driven parallel robot (CDPR), force sensors are utilized at each winch motor to
measure the cable tension in order to obtain the force distribution at the robot end-effector …

[PDF][PDF] Cry Recognition for Infant Incubator Monitoring System Based on Internet of Things using Machine Learning.

E Sutanto, F Fahmi, W Shalannanda… - International Journal of …, 2021 - inass.org
With the current technology trend of IoT and Smart Device, there is a possibility for the
improvement of our infant incubator in responding to the real baby's condition. This work is …

[PDF][PDF] GPC temperature control of a simulation model infant-incubator and practice with arduino board

E Feki, MA Zermani, A Mami - International Journal of …, 2017 - pdfs.semanticscholar.org
The thermal environment surrounding preterm neonates in closed incubators is regulated
via air temperature control mode. At present, these control modes do not take account of all …

Verification device for temperature and relative humidity inside the infant incubator via IoT

J Prinyakupt, K Roongprasert - 2019 12th Biomedical …, 2019 - ieeexplore.ieee.org
This research aims to design a prototype for verification of the temperature and relative
humidity inside the infant incubator and to improve the accuracy of the sensor, as well as …

[PDF][PDF] IOT based neonatal incubator for the develo** world and conflict zones

M Kalilani, NS Lai, R Abdulla - Journal of applied technology and …, 2021 - academia.edu
The aim of this research is to develop a low-cost neonatal incubator unit with IOT
functionality for use in the develo** world and conflict zones which currently see 99% of …

Fuzzy wavelet neural network using a correntropy criterion for nonlinear system identification

LLS Linhares, AIR Fontes, AM Martins… - Mathematical …, 2015 - Wiley Online Library
Recent researches have demonstrated that the Fuzzy Wavelet Neural Networks (FWNNs)
are an efficient tool to identify nonlinear systems. In these structures, features related to fuzzy …

Reliability assessments of infant incubator and the analyzer

E Özdemirci, MÖ Yatak, F Duran… - Gazi University Journal of …, 2014 - dergipark.org.tr
Approximately 80% of newborn in Turkey are put in neonatal incubators because of their
problematic cases. Incubators used for treatment may adversely affect baby's health …