AI systems in clinical practice

Decision support systems
Jeremiah
A rules-/fuzzy logic-based system to provide dentists with orthodontic treatment plans for cases suitable for treatment by general dental practitioners with a knowledge of removable orthodontic techniques
(see also Orthoplanner)

developed by clinical domains keywords
Department of Engineering Mathematics and the Department of Child Dental Health, University of Bristol. Development was funded by a UK MRC Grant. Orthodontics, treatment rules, fuzzy logic
location commissioned status
Program made commercially available in 1992
description
Fifty per cent of the orthodontic treatment (treatment to correct teeth which do not fit together as they should) which is undertaken in the United Kingdom is carried out by general dental practitioners whose only experience in orthodontics was a basic training during their undergraduate curriculum. Nevertheless there are a significant proportion of cases (25%) which are suitable for treatment by such practitioners using removable orthodontic appliances. The latter have the advantage that they can be removed from the mouth for adjustment and cleaning but have the disadvantage that the range of tooth movements they can carry out to correct dental malocclusion is restricted to simple tipping of teeth.

Whilst the mechanical side of treatment is relatively straightforward, success depends upon adopting an appropriate treatment plan. Studies have shown that less that half the treatment plans adopted by practitioners are ideal and this considerably compromises the standard of result which is obtained. Jeremiah has been shown to improve on the ability of practitioners to select cases for suitable for treatment with removable orthodontic appliances and to identify those requiring referral for more specialised treatment.

The program was being updated from DOS to a Windows environment. (Surprisingly, until very recently (1997), most dental practice management software was DOS based).

references

Stephens CD, Mackin N. The Validation of an Orthodontic Expert System Rulebase for Fixed Appliance Treatment Planning Europe J Orthod 20: 569-578.

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Brown ID, Erritt SJ, Adams SR, Sims-Williams JH, Stephens CD, (1991) The initial use of a computer controlled expert system in the planning of Class II division 1 malocclusion. British Journal of Orthodontics, 18: 1-7.

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Mackin N, Stephens CD, (1997). Development and testing of a fuzzy expert system - an example in orthodontics in proceedings of fuzzy logic: applications and future directions, pp61-71. Unicom Seminars Ltd, Uxbridge, Middlesex.

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Richmond S, Shaw WC, Stephens CD, O'Brien KD, Brooke PH, Roberts C, Andrews M, (1993) Orthodontics in the General Dental Service of England and Wales: a critical assessment of standards. British Dental Journal, 174: 315-329.

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Sims-Williams JH, Brown ID, Matthewman A, Stephens CD, (1987) A computer controlled expert system for orthodontic advice. British Dental Journal, 163: 161-169.

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Sims-Williams JH, Mackin N, Stephens CD, (1994) Lessons learnt from the development of an orthodontic expert system in Neural networks in medicine and healthcare. Ifeachor CD, Rosen KG (eds), pp410-414, University of Plymouth.

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Stephens CD, Drage KD, Richmond S, Shaw WC, Roberts CT, Andrews M, (1993). Consultant opinion on orthodontic treatment plans devised by dental practitioners: a pilot study. Journal of Dentistry, 21: 355-359.

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Stephens CD Mackin N, Sims-Williams JH, (1996) The development and validation of an orthodontic expert system. British Journal of Orthodontics, 23: 1-9.

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contact links
Department of Child Dental Health, Bristol Dental Hospital, Lower Maudlin Street, Bristol BS1 2LY
acknowledgements

Archive of AI systems in clinical practice previously administered by Enrico Coiera. Used with permission. Maintained and extended since 2001 by OpenClinical.

Entry on archive: November 19 1997
Last main update: November 19 1997
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