Using cognitive task analysis to facilitate the integration of decision support systems into the neonatal intensive care unit

Artificial Intelligence in Medicine

Volumn 35, Issue 3, 2005, Pages 243-257

  Baxter, Gordon D ^a   Monk, Andrew F ^a   Tan, Kenneth ^b   Dear, Peter R F ^b   Newell, Simon J ^b  

^a UNIVERSITY OF YORK   (United Kingdom)

^b ST JAMES S UNIVERSITY HOSPITAL   (United Kingdom)

Author keywords

Artificial respiration; Decision making; Expert systems; Neonatal intensive care; Respiratory distress syndrome

Indexed keywords

BIOMEDICAL ENGINEERING; COMMUNICATION CHANNELS (INFORMATION THEORY); DATA REDUCTION; DECISION MAKING; EXPERT SYSTEMS; VENTILATION;

COGNITIVE TASK ANALYSIS (CTA); INTENSIVE CARE UNIT (ICU); NEONATAL INTENSIVE CARE; RESPIRATORY DISTRESS SYNDROME;

DECISION SUPPORT SYSTEMS;

ARTICLE; CASE REPORT; COGNITION; COMPUTER; DECISION SUPPORT SYSTEM; FUZZY LOGIC RESPIRATORY NEONATAL CARE EXPERT; HUMAN; INFORMATION SYSTEM; MEDICAL DECISION MAKING; MEDICAL STAFF; NEWBORN INTENSIVE CARE; PRIORITY JOURNAL; VENTILATOR;

CUES; DECISION MAKING; EXPERT SYSTEMS; HUMANS; INFANT, NEWBORN; INTENSIVE CARE UNITS, NEONATAL; PROBLEM SOLVING; RESPIRATION, ARTIFICIAL; RESPIRATORY DISTRESS SYNDROME, NEWBORN;

EID: 28344432868     PISSN: 09333657     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.artmed.2005.01.004     Document Type: Article

References (19)

1. T. Reid, and Y. Freer Developmentally focused nursing care G. Boxwell Neonatal intensive care nursing 2000 Routledge London 14 42
2. M.I. Levene, and D. Tudehope Essentials of neonatal medicine second ed. 1993 Blackwell Scientific London
3. S. Snowden, K.G. Brownlee, and P.R. Dear An expert system to assist neonatal intensive care J Med Eng. Technol. 21 2 1997 67 73
4. Philips. Trendcare continuous blood gas monitoring system: Technical Overview. Böblingen, Germany:Philips Medical Systems;2001.
5. C. Morgan, S.J. Newell, D.A. Ducker, J. Hodgkinson, D.K. White, and C.J. Morley Continuous neonatal blood gas monitoring using a multiparameter intra-arterial sensor Fetal & Neonatal 80 2 1999 F93 F98
6. K. Tan, G. Baxter, K.G. Brownlee, S.J. Newell, Dear PRF, and S. Smye Fuzzy logic expert system for ventilation of the newborn infant Arch Dis Childhood 88 Suppl. 1 2003 A47
7. M. Berg Implementing information systems in health care organizations: myths and challenges Int J Med Inform 64 2001 143 156
8. Tan K, Snowden S, Evans C, Baxter G, Brownlee KG, Newell SJ, et al. Fuzzy logic expert system for neonatal ventilation. In: Jervis BW, editor. Proceedings of the Fifth International Conference on Neural Networks and Expert Systems in Medicine and Healthcare (NNESMED 2003) and 1st International Conference on Computational Intelligence in Medicine and Healthcare (CIMED 2003). Sheffield, UK:School of Engineering, Sheffield Hallam University, 2003:61-4.
9. British Association of Perinatal Medicine. Guidelines for good practice in the management of neonatal respiratory distress syndrome: Report of the second working group of the BAPM. London:BAPM;1998.
10. British Association of Perinatal Medicine. Standards for hospitals providing neonatal intensive and high dependency care (Second edition) and Categories of babies requiring neonatal care. London:BAPM;2001.
11. M.E. Redshaw, A. Harris, and J.C. Ingram Delivering neonatal care 1996 HMSO Norwich, UK
12. S.F. Chipman, J.M. Schraagen, and V.L. Shalin Introduction to cognitive task analysis J.M. Schraagen S.F. Chipman V.L. Shalin Cognitive task analysis 2000 Lawrence Erlbaum Associates Mahwah, NJ 3 23
13. G. Klein, R. Calderwood, and D. MacGregor Critical decision method for eliciting knowledge IEEE Trans Syst, Man, Cybernet 19 1989 462 472
14. R.R. Hoffman, N.R. Shadbolt, A.M. Burton, and G. Klein Eliciting knowledge from experts: A methodological analysis Org Behav Hum Decis Process 62 2 1995 129 158
15. A.F. Monk Lightweight techniques to encourage innovative user interface design L. Wood User interface design: bridging the gap between user requirements and design 1998 CRC Press Boca Raton 109 129
16. Miksch S, Seyfang A, Horn W, Popow C. Abstracting steady qualitative descriptions over time from noisy, high-frequency data. In: Horn W, Shuhar Y, Lindberg G, Andreassen S, Wyatt J, editors. Artificial intelligence in medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM'99, Aalborg, Denmark, June 1999. Proceedings. Lecture Notes in Computer Science 1620. Berlin:Springer, 1999;281-90.
17. B. Crandall, and K. Getchell-Reiter Critical decision method: A technique for eliciting concrete assessment indicators from the intuitions of NICU nurses Adv Nurs Sci 16 1993 42 51
18. N.C. Boreham, G.E. Mawer, and R.W. Foster Medical diagnosis from circumstantial evidence Le Travail Humain 59 1996 69 85
19. N.C. Boreham, R.W. Foster, and G.E. Mawer Strategies and knowledge in the control of the symptoms of a chronic illness Le Travail Humain 55 1992 15 34