Class-specific hierarchical classification for HEp-2 specimen images

Detecting mitotic cells in HEp-2 images as anomalies via one class classifier

K Gupta, A Bhavsar, AK Sao - Computers in biology and medicine, 2019 - Elsevier
We propose a novel framework for classification of mitotic v/s non-mitotic cells in a Computer
Aided Diagnosis (CAD) system for Anti-Nuclear Antibodies (ANA) detection. In the proposed …
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Detection of mitotic HEp-2 cell images: role of feature representation and classification framework under class skew

K Gupta, A Bhavsar, AK Sao - Medical & Biological Engineering & …, 2022 - Springer
We propose and analyze a framework to detect and identify the mitotic type staining patterns
among different non-mitotic (interphase) patterns on HEp-2 cell substrate specimen images …
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