SwePub
Sök i SwePub databas

  Extended search

Träfflista för sökning "L773:9783030505158 OR L773:9783030505165 "

Search: L773:9783030505158 OR L773:9783030505165

  • Result 1-1 of 1
Sort/group result
   
EnumerationReferenceCoverFind
1.
  • Lu, Jiahao, et al. (author)
  • A Deep Learning Based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images
  • 2020
  • In: Image Analysis and Recognition. - Cham : Springer International Publishing. - 9783030505158 - 9783030505165 ; , s. 249-261
  • Conference paper (peer-reviewed)abstract
    • Oral cancer incidence is rapidly increasing worldwide. The most important determinant factor in cancer survival is early diagnosis. To facilitate large scale screening, we propose a fully automated pipeline for oral cancer detection on whole slide cytology images. The pipeline consists of fully convolutional regression-based nucleus detection, followed by per-cell focus selection, and CNN based classification. Our novel focus selection step provides fast per-cell focus decisions at human-level accuracy. We demonstrate that the pipeline provides efficient cancer classification of whole slide cytology images, improving over previous results both in terms of accuracy and feasibility. The complete source code is made available as open source (https://github.com/MIDA-group/OralScreen).
  •  
Skapa referenser, mejla, bekava och länka
  • Result 1-1 of 1
Type of publication
conference paper (1)
Type of content
peer-reviewed (1)
Author/Editor
Lindblad, Joakim (1)
Sladoje, Nataša (1)
Darai Ramqvist, Eva (1)
Hirsch, Jan-Michael (1)
Runow Stark, Christi ... (1)
Lu, Jiahao (1)
University
Uppsala University (1)
Language
English (1)
Research subject (UKÄ/SCB)
Engineering and Technology (1)
Year
2020 (1)

Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.

 
pil uppåt Close

Copy and save the link in order to return to this view