Volume & Issue no: Volume 11, Issue 10, October 2022
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Title: |
Zenith NLTK Methods Manifest To Textual Data Cleaning And Pre-Processing Destined For Obstetrics And Gynec Free-Text Radiology Reports |
Author Name: |
Ms.Vaishali M. Kumbhakarna1,Dr.Sonali B. Kulkarni(Asst.Prof)2,Ms.Apurva D.Dhawale3 |
Abstract: |
ABSTRACT
One of the customary obstacles in developing Machine Learning Algorithm in healthcare is a lack of annotated data. Even
though an enormous, trendy research is going on in the field of language technology, its adaption into the medical domain is not
fully sightseen .To discourse this research gap, we develop a machine learning models, which is based on NLP. This model
accomplish textual data cleaning and clinical text pre-processing It will be further used for advanced search and annotation
corpus of obstetrics and gynaecology radiology reports by means of well-structured dataset. It is further used for development of
NLP based application employed for automation of clinical audit, for smooth functioning and regulation of PCPNDT Act. |
Cite this article: |
Ms.Vaishali M. Kumbhakarna1,Dr.Sonali B. Kulkarni(Asst.Prof)2,Ms.Apurva D.Dhawale3 , "
Zenith NLTK Methods Manifest To Textual Data Cleaning And Pre-Processing Destined For Obstetrics And Gynec Free-Text Radiology Reports" , International Journal of Application or Innovation in Engineering & Management (IJAIEM) ,
Volume 11, Issue 10, October 2022 , pp.
015-022 , ISSN 2319 - 4847.
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