Use of a Machine-learning Method for Predicting Highly Cited Articles Within General Radiology Journals

Rosenkrantz Andrew B.; Doshi Ankur M.; Ginocchio Luke A.; Aphinyanaphongs Yindalon

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Use of a Machine-learning Method for Predicting Highly Cited Articles Within General Radiology Journals

机译：机器学习方法在一般放射学期刊中预测高被引论文的应用

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摘要

Rationale and Objectives: This study aimed to assess the performance of a text classification machine-learning model in predicting highly cited articles within the recent radiological literature and to identify the model's most influential article features.

机译：原理和目的：本研究旨在评估文本分类机器学习模型在预测最近的放射学文献中被高引用的文章方面的性能，并确定该模型最有影响力的文章功能。

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《Academic radiology》 |2016年第12期|共9页
作者
Rosenkrantz Andrew B.; Doshi Ankur M.; Ginocchio Luke A.; Aphinyanaphongs Yindalon;
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原文格式 PDF
正文语种 eng
中图分类放射医学;
关键词
Radiology; bibliometrics; biomedical journals; machine learning;

机译：放射学;文献计量学;生物医学期刊;机器学习;

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专利

1. Use of a Machine-learning Method for Predicting Highly Cited Articles Within General Radiology Journals [J] . Rosenkrantz Andrew B., Doshi Ankur M., Ginocchio Luke A., Academic radiology . 2016,第12期

机译：机器学习方法在一般放射学期刊中预测高被引论文的应用
2. The most downloaded and most cited articles in radiology journals: a comparative bibliometric analysis [J] . Baek Sora, Yoon Dae Young, Lim Kyoung Ja, European radiology . 2018,第11期

机译：放射学期刊中下载最下载和最引用的文章：比较的伯格计量分析
3. Citation classics in radiology journals: The 100 top-cited articles, 1945-2012 [J] . YoonD.Y., YunE.J., KuY.J., AJR: American Journal of Roentgenology : Including Diagnostic Radiology, Radiation Oncology, Nuclear Medicine, Ultrasonography and Related Basic Sciences . 2013,第3期

机译：放射学期刊的经典引用文献：1945-2012年，被引用次数最多的100篇文章
4. Semantic Relationships between Highly Cited Articles and Citing Articles in Information Retrieval [C] . Min Song, Patricia Galardi American Society for Information Science and Technology Annual Meeting . 2001

机译：高度引用文章之间的语义关系，并引用信息检索文章
5. Methodological orientation of research articles appearing in higher education journals [D] . Ritter, Sherri E. 2012

机译：高等教育期刊上出现的研究文章的方法论取向
6. Top 50 Highly Cited Articles on Dual Energy Computed Tomography (DECT) in Abdominal Radiology: A Bibliometric Analysis [O] . Bo Gong, Yuhao Wu, Michael E O’Keeffe, 2017

机译：腹部放射学中双能计算机断层扫描（DECT）的50篇高被引文章：文献计量学分析
7. Top 50 Highly Cited Articles on Dual Energy Computed Tomography (DECT) in Abdominal Radiology: A Bibliometric Analysis [O] . Bo Gong, Yuhao Wu, Michael E. O’Keeffe, 2017

机译：前50个关于腹部放射学的双能计算断层扫描（DECT）的高度引用的文章：学习分析

Use of a Machine-learning Method for Predicting Highly Cited Articles Within General Radiology Journals

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