کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1824823 1027344 2011 4 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Fundamental limitations in developing computer-aided detection for mammography
موضوعات مرتبط
مهندسی و علوم پایه فیزیک و نجوم ابزار دقیق
پیش نمایش صفحه اول مقاله
Fundamental limitations in developing computer-aided detection for mammography
چکیده انگلیسی

While asymptomatic screening with mammography has been proven to reduce breast cancer mortality, radiologists miss cancers when reading screening mammograms. Computer-aided detection (CADe) is being developed to help radiologists avoid overlooking a cancer. In this paper, we describe two overarching issues that limit the current development of CADe schemes. These are the inability to optimize a scheme for clinical impact – current methods only optimize for how well the CADe scheme works in the absence of a radiologist – and the lack of a figure of merit that quantifies the performance efficiency of the CADe scheme. Such a figure of merit could be used to determine how much better performance a CADe scheme could obtain, at least in theory, and which component of the several techniques employed in the CADe scheme is the weakest link.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment - Volume 648, Supplement 1, 21 August 2011, Pages S251–S254
نویسندگان
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