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eess.IV2023★ 1 cited
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders
Pranav Singh, Luoyao Chen, Mei Chen +4
The task of medical image segmentation presents unique challenges, necessitating both localized and holistic semantic understanding to accurately delineate areas of interest, such…
eess.IV2022★ 1 cited
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images
Pranav Singh, Jacopo Cirrone
The current study of cell architecture of inflammation in histopathology images commonly performed for diagnosis and research purposes excludes a lot of information available on th…