A deep active learning framework for mitotic figure detection with minimal manual annotation and labelling
Sign Up to like & getrecommendations! Published in 2025 at "Histopathology"
DOI: 10.1111/his.15506
Abstract: Accurately and efficiently identifying mitotic figures (MFs) is crucial for diagnosing and grading various cancers, including glioblastoma (GBM), a highly aggressive brain tumour requiring precise and timely intervention. Traditional manual counting of MFs in whole… read more here.
Keywords: deep active; mitotic figure; active learning; learning framework ... See more keywords
The Relationship Between Epidermal Mitotic Density, Atypical Mitotic Figure Density, Breslow Depth, Ulceration, and Dermal Mitotic Rate in Cutaneous Melanoma: A Retrospective Cohort Study
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Surgical Pathology"
DOI: 10.1177/1066896921995985
Abstract: Prognostic factors for melanoma include Breslow depth (BD), ulceration, and dermal mitotic rate (DMR). No studies have queried the effect of epidermal mitotic density (EMD) or atypical mitotic figure density (AMD) in an outcome-based assessment.… read more here.
Keywords: depth ulceration; mitotic figure; breslow depth; density ... See more keywords