Haichun Yang

Orcid: 0000-0003-4265-7492

According to our database1, Haichun Yang authored at least 46 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2020
2021
2022
2023
2024
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Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Efficient MedSAMs: Segment Anything in Medical Images on Laptop.
CoRR, 2024

ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics.
CoRR, 2024

GloFinder: AI-empowered QuPath Plugin for WSI-level Glomerular Detection, Visualization, and Curation.
CoRR, 2024

Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology.
CoRR, 2024

How Good Are We? Evaluating Cell AI Foundation Models in Kidney Pathology with Human-in-the-Loop Enrichment.
CoRR, 2024

Cross-Species Data Integration for Enhanced Layer Segmentation in Kidney Pathology.
CoRR, 2024

Assessment of Cell Nuclei AI Foundation Models in Kidney Pathology.
CoRR, 2024

Adapting Mouse Pathological Model to Human Glomerular Lesion Segmentation.
CoRR, 2024

PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models.
CoRR, 2024

HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization.
CoRR, 2024

Weighted Circle Fusion: Ensembling Circle Representation from Different Object Detection Results.
CoRR, 2024

Circle Representation for Medical Instance Object Segmentation.
CoRR, 2024

HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Omni-Seg: A Scale-Aware Dynamic Network for Renal Pathological Image Segmentation.
IEEE Trans. Biomed. Eng., September, 2023

Evaluation Kidney Layer Segmentation on Whole Slide Imaging using Convolutional Neural Networks and Transformers.
CoRR, 2023

Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology.
CoRR, 2023

Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning.
CoRR, 2023

High-performance Data Management for Whole Slide Image Analysis in Digital Pathology.
CoRR, 2023

Multi-scale Multi-site Renal Microvascular Structures Segmentation for Whole Slide Imaging in Renal Pathology.
CoRR, 2023

Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning.
CoRR, 2023

Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging.
CoRR, 2023

An accelerated pipeline for multi-label renal pathology image segmentation at the whole slide image level.
Proceedings of the Medical Imaging 2023: Digital and Computational Pathology, 2023

Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-Empowered Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
Circle Representation for Medical Object Detection.
IEEE Trans. Medical Imaging, 2022

Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning.
CoRR, 2022

Omni-Seg+: A Scale-aware Dynamic Network for Pathological Image Segmentation.
CoRR, 2022

Glo-In-One: Holistic Glomerular Detection, Segmentation, and Lesion Characterization with Large-scale Web Image Mining.
CoRR, 2022

Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review.
CoRR, 2022

Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Demographic Data.
CoRR, 2022

Holistic Fine-grained GGS Characterization: From Detection to Unbalanced Classification.
CoRR, 2022

Self-supervised learning with large-scale web image mining for characterizing glomerular lesions.
Proceedings of the Medical Imaging 2022: Digital and Computational Pathology, 2022

Dense multi-object 3D glomerular reconstruction and quantification on 2D serial section whole slide images.
Proceedings of the Medical Imaging 2022: Digital and Computational Pathology, 2022

Single Dynamic Network for Multi-label Renal Pathology Image Segmentation.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

CircleSnake: Instance Segmentation with Circle Representation.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomic, and Demographic Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Map3D: Registration-Based Multi-Object Tracking on 3D Serial Whole Slide Images.
IEEE Trans. Medical Imaging, 2021

Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data.
CoRR, 2021

Improve global glomerulosclerosis classification with imbalanced data using CircleMix augmentation.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Compound Figure Separation of Biomedical Images with Side Loss.
Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021

SimTriplet: Simple Triplet Representation Learning with a Single GPU.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Beds: Bagging Ensemble Deep Segmentation For Nucleus Segmentation With Testing Stage Stain Augmentation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-Segment.
CoRR, 2020

CircleNet: Anchor-free Detection with Circle Representation.
CoRR, 2020

EasierPath: An Open-Source Tool for Human-in-the-Loop Deep Learning of Renal Pathology.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

CircleNet: Anchor-Free Glomerulus Detection with Circle Representation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020


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