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A Sorting Statistic with Application in Neurological Magnetic Resonance Imaging of Autism
المؤلفون المشاركون
Levman, Jacob
Takahashi, Emi
Forgeron, Cynthia
MacDonald, Patrick
Stewart, Natalie
Lim, Ashley
Martel, Anne
المصدر
Journal of Healthcare Engineering
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-6، 6ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-03-29
دولة النشر
مصر
عدد الصفحات
6
التخصصات الرئيسية
الملخص EN
Effect size refers to the assessment of the extent of differences between two groups of samples on a single measurement.
Assessing effect size in medical research is typically accomplished with Cohen’s d statistic.
Cohen’s d statistic assumes that average values are good estimators of the position of a distribution of numbers and also assumes Gaussian (or bell-shaped) underlying data distributions.
In this paper, we present an alternative evaluative statistic that can quantify differences between two data distributions in a manner that is similar to traditional effect size calculations; however, the proposed approach avoids making assumptions regarding the shape of the underlying data distribution.
The proposed sorting statistic is compared with Cohen’s d statistic and is demonstrated to be capable of identifying feature measurements of potential interest for which Cohen’s d statistic implies the measurement would be of little use.
This proposed sorting statistic has been evaluated on a large clinical autism dataset from Boston Children’s Hospital, Harvard Medical School, demonstrating that it can potentially play a constructive role in future healthcare technologies.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Levman, Jacob& Takahashi, Emi& Forgeron, Cynthia& MacDonald, Patrick& Stewart, Natalie& Lim, Ashley…[et al.]. 2018. A Sorting Statistic with Application in Neurological Magnetic Resonance Imaging of Autism. Journal of Healthcare Engineering،Vol. 2018, no. 2018, pp.1-6.
https://search.emarefa.net/detail/BIM-1187700
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Levman, Jacob…[et al.]. A Sorting Statistic with Application in Neurological Magnetic Resonance Imaging of Autism. Journal of Healthcare Engineering No. 2018 (2018), pp.1-6.
https://search.emarefa.net/detail/BIM-1187700
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Levman, Jacob& Takahashi, Emi& Forgeron, Cynthia& MacDonald, Patrick& Stewart, Natalie& Lim, Ashley…[et al.]. A Sorting Statistic with Application in Neurological Magnetic Resonance Imaging of Autism. Journal of Healthcare Engineering. 2018. Vol. 2018, no. 2018, pp.1-6.
https://search.emarefa.net/detail/BIM-1187700
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1187700
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
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