Tissue Artifact Segmentation and Severity Analysis for Automated Diagnosis Using Whole Slide Images

arXiv:2401.01386v3 Announce Type: replace-cross
Abstract: Traditionally, pathological analysis and diagnosis are performed by manually eyeballing glass slide specimens under a microscope by an expert. The whole slide image is the digital specimen produced from the glass slide. Whole slide image enabled specimens to be observed on a computer screen and led to computational pathology where computer vision and artificial intelligence are utilized for automated analysis and diagnosis. With the current computational advancement, the entire whole slide image can be analyzed …

abstract analysis artifact arxiv automated cs.cv cs.lg diagnosis digital eess.iv expert glass image images segmentation type