حداقل داده ها برای کشف دانش از گزارشهای تصویر برداری

کرمی, مهتاب ، صفدری, رضا ، رفاهی, سهیلا (1390) حداقل داده ها برای کشف دانش از گزارشهای تصویر برداری. در: بیست و هفتمین کنگره رادیولوژی ایران-تهران, 30-27 اردیبهشت 1390, تهران - هتل المپیک.

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عنوان انگليسي

Data mining for knowledge discovery from imaging reports

خلاصه انگلیسی

As medical practice has become increasingly dependent upon imaging for clinical diagnosis, surveillance, and treatment; the storing and retrieving Imaging cases are an important activity for education and clinical research. There is an urgent need for development of a new generation of computational tools to assist radiologist in the extraction of useful data from the rapidly expanding volumes of digital data in medicine (which is textual, numerical, and graphical). The development of this database technology will expand our ability to record, track, and analyze report data, along with the potential to create data-driven and automated decision support technologies at the point of care. For the radiologist community, this could improve report content through an objective and thorough understanding of uncertainty, identifying its causative factors, and providing data-driven analysis for enhanced diagnosis and clinical outcomes. The concept of identifying useful patterns within large datasets has been referred to as data mining, which has been largely restricted to statistical analysis. Data mining tools for imaging reports will improve the productivity of academic radiologists in clinical, educational, research, and administrative tasks. For example data mining used to analyze report uncertainty can also be applied to analyzing other components within the imaging report including pathologic findings, descriptive data (e.g., size, morphology, focality), follow-up recommendations, temporal change, and differential diagnosis. In this research our goals are to describe a tool to allow radiologists to directly and efficiently mine data from years of imaging reports while protecting patient privacy and to explore how such a tool can be used in an academic radiology department.

نوع سند :موضوع کنفرانس یا کارگاه (سخنرانی )
زبان سند : انگلیسی
نویسنده مسئول :مهتاب کرمی
کلید واژه ها:حداقل داده - دانش - گزارش تصویر برداری
کلید واژه ها (انگلیسی):data mining - Knowledge Discovery - imaging reports
موضوعات :W حرفه پزشکی > W 26/55.I4 انفورماتیک پزشکی ، سیستم ذخیره و بازیابی اطلاعات
WN پرتو شناسی
بخش های دانشگاهی :دانشكده پزشكي > گروه علوم پایه > بخش فیزیک پزشکی
کد شناسایی :2387
ارائه شده توسط : خانم سهیلا رفاهی
ارائه شده در تاریخ :19 خرداد 1390 07:50
آخرین تغییر :29 بهمن 1391 07:51

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