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Träfflista för sökning "WFRF:(Ahmed Mobyen Uddin) srt2:(2006)"

Sökning: WFRF:(Ahmed Mobyen Uddin) > (2006)

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1.
  • Ahmed, Mobyen Uddin, et al. (författare)
  • A fuzzy rule-based decision support system for Duodopa treatment in Parkinson
  • 2006
  • Ingår i: 23rd annual workshop of the Swedish Artificial Intelligence Society. - Umeå.
  • Konferensbidrag (refereegranskat)abstract
    • A decision support system (DSS) was implemented based on a fuzzy logic inference system (FIS) to provide assistance in dose alteration of Duodopa infusion in patients with advanced Parkinson’s disease, using data from motor state assessments and dosage. Three-tier architecture with an object oriented approach was used. The DSS has a web enabled graphical user interface that presents alerts indicating non optimal dosage and states, new recommendations, namely typical advice with typical dose and statistical measurements. One data set was used for design and tuning of the FIS and another data set was used for evaluating performance compared with actual given dose. Overall goodness-of-fit for the new patients (design data) was 0.65 and for the ongoing patients (evaluation data) 0.98. User evaluation is now ongoing. The system could work as an assistant to clinical staff for Duodopa treatment in advanced Parkinson’s disease.
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2.
  • Begum, Shahina, et al. (författare)
  • Using Calibration and Fuzzification of Cases for Improved Diagnosis and Treatment of Stress
  • 2006
  • Ingår i: 8th <em>European Workshop on Case-based Reasoning in the Health Sciences,</em> workshop proceedings. ; , s. 113-122
  • Konferensbidrag (refereegranskat)abstract
    • In the medical literature there are a number of physiological reactions related to cognitive activities. Psychosocial and psychophysiological stress is such activities reflected in physiological reactions. Stress related symptoms are highly individual, but decreased hands temperature is the common for most individuals. A clinician learns with experience how to interpret the different symptoms but there is no adaptive diagnostic system for diagnosing stress. Decision support systems (DSS) diagnosing stress would be valuable both for junior clinicians and as second opinion for experts. Due to the large individual variations and no general set of rules, DSS are difficult to build for this task. The proposed solution combines a calibration phase with case-based reason¬ing approach and fuzzification of cases. During the calibration phase a number of individual parameters and case specific fuzzy membership functions are es-tablishes. This case-based approach may help the clinician to make a diagnosis, classification and treatment plan. The case may also be used to follow the treat-ment progress. This may be done using the proposed system. Initial tests show promising results. The individual cases including calibration and fuzzy mem-bership functions may also be used in an autonomous system in home environ-ment for treatment programs for individuals often under high stress.
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  • Resultat 1-2 av 2
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konferensbidrag (2)
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refereegranskat (2)
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Ahmed, Mobyen Uddin (2)
Groth, Torgny (1)
Xiong, Ning (1)
Westin, Jerker (1)
Nyholm, Dag (1)
Dougherty, Mark (1)
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Funk, Peter (1)
Begum, Shahina (1)
von Schéele, Bo (1)
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Mälardalens universitet (2)
Högskolan Dalarna (1)
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Engelska (2)
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2006 (2)Ta bort avgränsningen

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