Journal of Information Technology & Software Engineering
Open Access

Department of Information Technology, Debre Tabor University, Debre Tabor, Ethiopia

Publications

• Research Article   
  Using Fuzzy Logic and Ranking Algorithms Techniques for Automatic Summarization and Extraction of Clinical Text
  Author(s): Moges Tsegaw Melesse*, Gizatie Desalegn Taye and Gezahegn Mulusew
  
  Information and knowledge management has become a serious issue in the endeavor to serve the medical society due to the growing volume of data, the absence of structured information, and the diversity of information. Clinical doctors may need to know the information included in any piece of clinical free text, but do not have the time to read the entire item. This problem can be mitigated by using an automatic text summarizing technique that reduces the amount of time required while maintaining the integrity of the information. Recognizing the redundancy is a problem that has yet to be solved, and fragmentation makes creating an effective clinical summary even more difficult. We propose an automatic clinical free text summarizer in this work. The researcher utilizes five extraction rates for both rank and fuzzy logic algorithms to summarize the clinical free texts. As a result, the su.. View More»
  DOI: 10.35248/2165-7866.23.13.333

  Abstract HTML PDF