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cs.CV2022
Improving Mitosis Detection Via UNet-based Adversarial Domain Homogenizer
Tirupati Saketh Chandr, Sahar Almahfouz Nasser, Nikhil Cherian Kurian +1
The effective localization of mitosis is a critical precursory task for deciding tumor prognosis and grade. Automated mitosis detection through deep learning-oriented image analysi…
cs.CV2021
Single Test Image-Based Automated Machine Learning System for Distinguishing between Trait and Diseased Blood Samples
Sahar A. Nasser, Debjani Paul, Suyash P. Awate
We introduce a machine learning-based method for fully automated diagnosis of sickle cell disease of poor-quality unstained images of a mobile microscope. Our method is capable of…