Text mining in radiology reports (Methodologies and algorithms), and how it affects on workflow and supports decision making in clinical practice (Systematic review)
Citations
3 citations
References
570 citations
"Text mining in radiology reports (M..." refers background in this paper
...Much of the data that support the decision making process exist in textual format which cannot be useful without NLP and text-mining approaches utilization to extract and encode the findings, NLP utilization will provide with active massages including alerting, coding, monitoring, and reminding, as a kind of clinical decision support in real time manner, the existing relationship between the NLP and CDS system perform a build block to provide such types of CDS ranking from specialized to specific task ,to a group of NLP algorithms runs by CDS system to stand-alone system take the narrative text as input and presented output which is very useful that could be used by CDS system [20]....
[...]
387 citations
"Text mining in radiology reports (M..." refers background in this paper
...Although structured report format for radiologic imaging studies provide with a high quality data, easier in retrieval and research processes but sill restricted the physicians from provide a comprehensive descriptions of important findings so the radiologists and other physicians intent to write more in a free-text box that exist in report format [1] , and while the natural language used in reporting with varies in terminology and language among the radiologist within a certain health care facility [6] and as well as digitize files become increasing dramatically as a result of using Electronic Health Records (EHR) and the amount of data become numerous, the capacity to get to data inside them turns out to be progressively troublesome [5,15,26]....
[...]
272 citations
206 citations
"Text mining in radiology reports (M..." refers background in this paper
...Radiology reports are kind of clinical reporting which the radiologist documents all procedure parts for example instruments used, procedure position, findings, the physicians who doing the examination, and ways to communicate the results to referring physicians who orders the examination [27,28]....
[...]
170 citations
"Text mining in radiology reports (M..." refers background in this paper
...Radiology reports are kind of clinical reporting which the radiologist documents all procedure parts for example instruments used, procedure position, findings, the physicians who doing the examination, and ways to communicate the results to referring physicians who orders the examination [27,28]....
[...]