عنوان انگلیسی مقاله:
Computer-aided diagnosis: A survey with bibliometric analysis
ترجمه فارسی عنوان مقاله:
تشخیص کمک-کامپیوتر : یک بررسی با تجزیه و تحلیل کتابشناختی
Sciencedirect - Elsevier - International Journal of Medical Informatics, 101 (2017) 58-67. doi:10.1016/j.ijmedinf.2017.02.004
Ryohei Takahashi, Yuya Kajikaw
Article history:Received 27 August 2016Received in revised form 28 January 2017 Accepted 4 February 2017Keywords:Computer-aided diagnosis CADCitation network analysis Bibliometric analysisComputer-aided diagnosis (CAD) has been a promising area of research over the last two decades. How- ever, CAD is a very complicated subject because it involves a number of medicine and engineering-related ﬁelds. To develop a research overview of CAD, we conducted a literature survey with bibliometric anal- ysis, which we report here. Our study determined that CAD research has been classiﬁed and categorized according to disease type and imaging modality. This classiﬁcation began with the CAD of mammograms and eventually progressed to that of brain disease. Furthermore, based on our results, we discuss future directions and opportunities for CAD research. First, in contrast to the typical hypothetical approach, the data-driven approach has shown promise. Second, the normalization of the test datasets and an evalu- ation method is necessary when adopting an algorithm and a system. Third, we discuss opportunities for the co-evolution of CAD research and imaging instruments—for example, the CAD of bones and pan- creatic cancer. Fourth, the potential of synergy with CAD and clinical decision support systems is also discussed.© 2017 Elsevier B.V. All rights reserved.
Keywords:Computer-aided diagnosis | CAD | Citation network analysis | Bibliometric analysis