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03/25/2023
DoNet: Deep De-overlapping Network for Cytology Instance Segmentation
Cell instance segmentation in cytology images has significant importance...
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02/10/2022
Deep Learning for Computational Cytology: A Survey
Computational cytology is a critical, rapid-developing, yet challenging ...
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04/21/2021
Rethinking annotation granularity for overcoming deep shortcut learning: A retrospective study on chest radiographs
Deep learning has demonstrated radiograph screening performances that ar...
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04/07/2021
OXnet: Omni-supervised Thoracic Disease Detection from Chest X-rays
Chest X-ray (CXR) is the most typical medical image worldwide to examine...
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07/21/2020
Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation
Deep learning methods show promising results for overlapping cervical ce...
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09/03/2019
CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images
Colorectal cancer (CRC) grading is typically carried out by assessing th...
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08/19/2019
IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation
Cell instance segmentation in Pap smear image remains challenging due to...
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03/13/2019
CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation
Accurate segmenting nuclei instances is a crucial step in computer-aided...
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12/22/2017