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08/10/2023
Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology
Podocytes, specialized epithelial cells that envelop the glomerular capi...
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04/09/2023
Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging
The segment anything model (SAM) was released as a foundation model for ...
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11/02/2022
CircleSnake: Instance Segmentation with Circle Representation
Circle representation has recently been introduced as a medical imaging ...
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08/30/2022
Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning
With the rapid development of self-supervised learning (e.g., contrastiv...
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06/27/2022
Omni-Seg+: A Scale-aware Dynamic Network for Pathological Image Segmentation
Comprehensive semantic segmentation on renal pathological images is chal...
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05/31/2022
Glo-In-One: Holistic Glomerular Detection, Segmentation, and Lesion Characterization with Large-scale Web Image Mining
The quantitative detection, segmentation, and characterization of glomer...
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01/31/2022
Holistic Fine-grained GGS Characterization: From Detection to Unbalanced Classification
Recent studies have demonstrated the diagnostic and prognostic values of...
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10/22/2021
Circle Representation for Medical Object Detection
Box representation has been extensively used for object detection in com...
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07/19/2021
Compound Figure Separation of Biomedical Images with Side Loss
Unsupervised learning algorithms (e.g., self-supervised learning, auto-e...
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02/17/2021
BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentation
Reducing outcome variance is an essential task in deep learning based me...
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01/16/2021
Improve Global Glomerulosclerosis Classification with Imbalanced Data using CircleMix Augmentation
The classification of glomerular lesions is a routine and essential task...
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12/23/2020
Multi-Contrast Computed Tomography Healthy Kidney Atlas
The construction of three-dimensional multi-modal tissue maps provides a...
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07/28/2020
EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal Pathology
Considerable morphological phenotyping studies in nephrology have emerge...
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07/07/2020
Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-Segment
Automatic instance segmentation of glomeruli within kidney Whole Slide I...
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06/03/2020