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09/18/2023
Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency
Multi-organ segmentation in abdominal Computed Tomography (CT) images is...
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08/22/2023
Exploring Unsupervised Cell Recognition with Prior Self-activation Maps
The success of supervised deep learning models on cell recognition tasks...
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06/25/2023
Masked conditional variational autoencoders for chromosome straightening
Karyotyping is of importance for detecting chromosomal aberrations in hu...
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06/14/2023
Semi-supervised Cell Recognition under Point Supervision
Cell recognition is a fundamental task in digital histopathology image a...
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03/05/2023
Deformable Proposal-Aware P2PNet: A Universal Network for Cell Recognition under Point Supervision
Point-based cell recognition, which aims to localize and classify cells ...
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11/22/2022
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation
Generalization to previously unseen images with potential domain shifts ...
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10/14/2022
Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images
The success of supervised deep learning models in medical image segmenta...
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07/01/2022
End-to-end cell recognition by point annotation
Reliable quantitative analysis of immunohistochemical staining images re...
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06/07/2022
HMRNet: High and Multi-Resolution Network with Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy
Accurate segmentation of Anatomical brain Barriers to Cancer spread (ABC...
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02/27/2022
Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images
Cell classification and counting in immunohistochemical cytoplasm staini...
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07/06/2021
Generalizing Nucleus Recognition Model in Multi-source Images via Pruning
Ki67 is a significant biomarker in the diagnosis and prognosis of cancer...
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02/03/2021
Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss
Nasopharyngeal Carcinoma (NPC) is a leading form of Head-and-Neck (HAN) ...
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01/27/2021