Recognition of critical situations from time series of laboratory results by case-based reasoning

Journal of the American Medical Informatics Association

Volumn 9, Issue 5, 2002, Pages 520-528

  Fritsche, Lutz ^a   Schlaefer, Alexander ^a   Budde, Klemens ^a   Schroeter, Kay ^a   Neumayer, Hans Hellmut ^a  

^a CHARITÉ UNIVERSITÄTSMEDIZIN BERLIN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CREATININE;

ACCURACY; ALGORITHM; ARTICLE; COMPUTER SYSTEM; CONTROLLED STUDY; CREATININE BLOOD LEVEL; GRAFT REJECTION; HUMAN; KIDNEY TRANSPLANTATION; LABORATORY AUTOMATION; LABORATORY TEST; PERFORMANCE; TECHNIQUE; TIME SERIES ANALYSIS;

ACUTE DISEASE; ALGORITHMS; ARTIFICIAL INTELLIGENCE; CREATININE; DIAGNOSIS, COMPUTER-ASSISTED; GRAFT REJECTION; HUMANS; KIDNEY TRANSPLANTATION;

EID: 0036719238     PISSN: 10675027     EISSN: None     Source Type: Journal    
DOI: 10.1197/jamia.M1013     Document Type: Article

References (30)

1. Medical diagnostic decision support systems - Past, present, and future: A threaded bibliography and brief commentary
2. Clinical decision support systems to improve clinical practice and quality of care
3. A computer alert system to prevent injury from adverse drug events: Development and evaluation in a community teaching hospital
4. Improving response to critical laboratory results with automation: Results of a randomized controlled trial
5. Importance of allograft biopsy in renal transplant recipients: Correlation between clinical and histological diagnosis
6. Immune monitoring for rejection of kidney transplants
7. Noninvasive diagnosis of renal-allograft rejection by measurement of messenger RNA for perforin and granzyme B in urine
8. Acute primary HIV infection
9. Dynamic programming algorthim optimization for spoken word recognition
10. A web-based electronic patient record system as a means for collection of clinical data
11. Knowledge-based temporal abstraction in clinical domains
12. Evaluation of a temporal-abstraction knowledge acquisition tool
13. Intelligent analysis of clinical time series: An application in the diabetes mellitus domain
14. Intensive care monitoring and therapy planning for newborns
15. Therapy planning using qualitative trend descriptions
16. Multiparametric time course prognoses by means of case-based reasoning and abstractions of data and time
17. Clinical monitoring using regression-based trend templates
18. Experiences with case-based reasoning methods and prototypes for medical knowledge-based systems
19. Clinical event management using push technology - Implementation and evaluation at two health care centers
20. Design of a clinical event monitor
21. Notification of real-time clinical alerts generated by pharmacy expert systems
22. Detecting alerts, notifying the physician, and offering action items: A comprehensive alerting system