Agnes B. Fogo | DeepAI

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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...

0 Jiayuan Chen, et al. ∙

∙ 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 ...

0 Ruining Deng, et al. ∙

∙ 11/02/2022

CircleSnake: Instance Segmentation with Circle Representation

Circle representation has recently been introduced as a medical imaging ...

0 Ethan H. Nguyen, et al. ∙

∙ 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...

8 Tianyuan Yao, et al. ∙

∙ 06/27/2022

Omni-Seg+: A Scale-aware Dynamic Network for Pathological Image Segmentation

Comprehensive semantic segmentation on renal pathological images is chal...

0 Ruining Deng, et al. ∙

∙ 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...

0 Tianyuan Yao, et al. ∙

∙ 01/31/2022

Holistic Fine-grained GGS Characterization: From Detection to Unbalanced Classification

Recent studies have demonstrated the diagnostic and prognostic values of...

0 Yuzhe Lu, et al. ∙

∙ 10/22/2021

Circle Representation for Medical Object Detection

Box representation has been extensively used for object detection in com...

0 Ethan H. Nguyen, et al. ∙

∙ 07/19/2021

Compound Figure Separation of Biomedical Images with Side Loss

Unsupervised learning algorithms (e.g., self-supervised learning, auto-e...

19 Tianyuan Yao, et al. ∙

∙ 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...

0 Xing Li, et al. ∙

∙ 01/16/2021

Improve Global Glomerulosclerosis Classification with Imbalanced Data using CircleMix Augmentation

The classification of glomerular lesions is a routine and essential task...

0 Yuzhe Lu, et al. ∙

∙ 12/23/2020

Multi-Contrast Computed Tomography Healthy Kidney Atlas

The construction of three-dimensional multi-modal tissue maps provides a...

13 Ho Hin Lee, et al. ∙

∙ 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...

0 Zheyu Zhu, et al. ∙

∙ 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...

0 Aadarsh Jha, et al. ∙

∙ 06/03/2020

CircleNet: Anchor-free Detection with Circle Representation

Object detection networks are powerful in computer vision, but not neces...

0 Haichun Yang, et al. ∙

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