Designing and Evaluating a Decision Support System on Childhood Leukemia to Improve Medication Management

سال انتشار: 1399
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 237

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شناسه ملی سند علمی:

JR_AHIT-1-1_001

تاریخ نمایه سازی: 6 بهمن 1399

چکیده مقاله:

Aim: To design, develop, and evaluate a clinical decision support system (CDSS) to decrease the adverse effects of treatment in Childhood Leukemia. Method: To achieve high accuracy, a knowledge base CDSS was designed based on the viewpoints provided by experts and clinical references. The system has the capability of medical report documentation, drug prescription, dosage determination, and displaying patients’ medical history. It is also able to eliminate the problems caused by prescription and drug dosage errors by considering the patient’s status. Results: By documenting the patients’ medical report, the system can provide comprehensive information and precise recommendations about the future readmission and drug dosage accuracy. The system achieved 94.5% sensitivity, 93% accuracy, and 80% specificity in the evaluation phase. Conclusion: Application of such systems in the process of prescribing drugs can improve the quality of patient care by reducing the probability of pharmaceutical errors.

نویسندگان

Leila Shahmoradi

Ph.D. in Health Information Management, Halal Research Center of IRI, FDA, Tehran, Iran. Department of Health Information Management, School of Allied-Health, Tehran University of Medical Sciences, Tehran, Iran.

Asieh Salimi

M.Sc. in Health Information Technology, Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran.

Niloofar Mohammadzadeh

Ph.D. in Health Information Management, Department of Health Information Management, School of Allied-Health, Tehran University of Medical Sciences, Tehran, Iran.

Marsa gholamzadeh

Ph.D. in Medical Informatics, Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences; Tehran, Iran.