A Novel Deep Learning-Based Mitosis Recognition Approach and Dataset for Uterine Leiomyosarcoma Histopathology

A Novel Deep Learning-Based Mitosis Recognition Approach and Dataset for Uterine Leiomyosarcoma Histopathology

Uterine leiomyosarcoma (ULMS) is the most common sarcoma of the uterus, It is aggressive and has poor prognosis. Its diagnosis is sometimes challenging owing to its resemblance by benign smooth muscle neoplasms of the uterus. Pathologists diagnose and grade leiomyosarcoma based on three standard cri...

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Bibliographic Details
Main Authors: Talat Zehra, Sharjeel Anjum, Tahir Mahmood, Mahin Shams, Binish Arif Sultan, Zubair Ahmad, Najah Alsubaie, Shahzad Ahmed
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Cancers
Subjects:
leiomyosarcoma diagnosis
mitosis identification
deep learning
YOLOv4
medical image processing
Online Access:https://www.mdpi.com/2072-6694/14/15/3785

Internet

https://www.mdpi.com/2072-6694/14/15/3785

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