Application of the sliding window method and mask-rcnn method to nuclear recognition in oral cytology

HIGHLIGHTS

• who: Eiji Mitate from the Specimens for oral cytology of oral mucosal diseases were collected at the Department of Oral and Maxillofacial Surgery, Nagasaki University HospitalAbrasion (conventional) cytology and liquid cytology were performed simultaneously at the time of specimen collection. For conventional cytology, only a small number of cells were collected, and a significant overlapping of cells was observed. Many foreign bodies including debris were also detected. However, a large number of cells were retrieved, and the debris was removed from the samples for liquid cytology, which made it easier to identify the cells. In this study . . .
  

   

  

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