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Literature DB >> 7950026

Fuzzy logic assisted control of inspired oxygen in ventilated newborn infants.

Abstract

The control of oxygen delivery to mechanically ventilated newborn infants is a time intensive process that must balance adequate tissue oxygenation against possible toxic effects of oxygen exposure. Investigation in computer assisted control of mechanical ventilation is increasing, although very few studies involve newborn infants. We have implemented a fuzzy controller for the adjustment of inspired oxygen concentration (FIO2) in ventilated newborns. The controller utilizes rules produced by neonatologists, and operates in real-time. A clinical trial of this controller is currently taking place in the neonatal intensive care unit (NICU) of Children's Hospital, Boston, MA.

Entities: Chemical Species

Mesh：

Substances：
Oxygen

Year: 1994 PMID： 7950026 PMCID： PMC2247890

Source DB: PubMed Journal: Proc Annu Symp Comput Appl Med Care ISSN： 0195-4210

12 in total

Review 1. The use of computers for controlling the delivery of anesthesia.

Authors: D A O'Hara; D K Bogen; A Noordergraaf
Journal: Anesthesiology Date: 1992-09 Impact factor: 7.892

Review 2. Oxygen toxicity in the neonatal period.

Authors: O D Saugstad
Journal: Acta Paediatr Scand Date: 1990-10

3. VentPlan: a ventilator-management advisor.

Authors: G Rutledge; G Thomsen; B Farr; M Tovar; L Sheiner; L Fagan
Journal: Proc Annu Symp Comput Appl Med Care Date: 1991

Review 4. Retinopathy of prematurity: what causes it?

Authors: G B Avery; P Glass
Journal: Clin Perinatol Date: 1988-12 Impact factor: 3.430

5. Improvement in arterial oxygen control using multiple-model adaptive control procedures.

Authors: C Yu; W G He; J M So; R Roy; H Kaufman; J C Newell
Journal: IEEE Trans Biomed Eng Date: 1987-08 Impact factor: 4.538

Review 6. Molecular basis of pulmonary oxygen toxicity.

Authors: J R Wispe; R J Roberts
Journal: Clin Perinatol Date: 1987-09 Impact factor: 3.430

7. Closed-loop control of SaO2 in the neonate.

Authors: P E Morozoff; R W Evans
Journal: Biomed Instrum Technol Date: 1992 Mar-Apr

8. A successful computerized protocol for clinical management of pressure control inverse ratio ventilation in ARDS patients.

Authors: T D East; S H Böhm; C J Wallace; T P Clemmer; L K Weaver; J F Orme; A H Morris
Journal: Chest Date: 1992-03 Impact factor: 9.410

Fuzzy logic assisted control of inspired oxygen in ventilated newborn infants.

Review 1. The use of computers for controlling the delivery of anesthesia.

Review 2. Oxygen toxicity in the neonatal period.

3. VentPlan: a ventilator-management advisor.

Review 4. Retinopathy of prematurity: what causes it?

5. Improvement in arterial oxygen control using multiple-model adaptive control procedures.

Review 6. Molecular basis of pulmonary oxygen toxicity.

7. Closed-loop control of SaO2 in the neonate.

8. A successful computerized protocol for clinical management of pressure control inverse ratio ventilation in ARDS patients.

9. A rule-based postoperative pain controller: simulation results.

10. A computer-controlled ventilator weaning system.

1. Adaptive mechanical backup ventilation for preterm infants on respiratory assist modes - a pilot study.

2. Neuro-fuzzy models as an IVIVR tool and their applicability in generic drug development.

3. Automated mechanical ventilation: adapting decision making to different disease states.

Review 4. Computerized decision support in adult and pediatric critical care.