Glo-VLMs: Leveraging Vision-Language Models for Fine-Grained Diseased Glomerulus Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Zhenhao, Saluja, Rachit, Yao, Tianyuan, Liu, Quan, Huo, Yuankai, Liechty, Benjamin, Pisapia, David J., Ikemura, Kenji, Sabuncu, Mert R., Yang, Yihe, Deng, Ruining |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From Classification to Cross-Modal Understanding: Leveraging Vision-Language Models for Fine-Grained Renal Pathology
by: Guo, Zhenhao, et al.
Published: (2025)
by: Guo, Zhenhao, et al.
Published: (2025)
M^3-GloDets: Multi-Region and Multi-Scale Analysis of Fine-Grained Diseased Glomerular Detection
by: Shi, Tianyu, et al.
Published: (2025)
by: Shi, Tianyu, et al.
Published: (2025)
CoFi: A Fast Coarse-to-Fine Few-Shot Pipeline for Glomerular Basement Membrane Segmentation
by: Fang, Hongjin, et al.
Published: (2025)
by: Fang, Hongjin, et al.
Published: (2025)
Cancer Type, Stage and Prognosis Assessment from Pathology Reports using LLMs
by: Saluja, Rachit, et al.
Published: (2025)
by: Saluja, Rachit, et al.
Published: (2025)
DyMorph-B2I: Dynamic and Morphology-Guided Binary-to-Instance Segmentation for Renal Pathology
by: Zhao, Leiyue, et al.
Published: (2025)
by: Zhao, Leiyue, et al.
Published: (2025)
BackSplit: The Importance of Sub-dividing the Background in Biomedical Lesion Segmentation
by: Saluja, Rachit, et al.
Published: (2025)
by: Saluja, Rachit, et al.
Published: (2025)
GloFinder: AI-empowered QuPath Plugin for WSI-level Glomerular Detection, Visualization, and Curation
by: Yue, Jialin, et al.
Published: (2024)
by: Yue, Jialin, et al.
Published: (2024)
PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models
by: Cui, Can, et al.
Published: (2024)
by: Cui, Can, et al.
Published: (2024)
Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology
by: Yu, Lining, et al.
Published: (2024)
by: Yu, Lining, et al.
Published: (2024)
CASC-AI: Consensus-aware Self-corrective Learning for Noise Cell Segmentation
by: Deng, Ruining, et al.
Published: (2025)
by: Deng, Ruining, et al.
Published: (2025)
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration
by: Wang, Alan Q., et al.
Published: (2024)
by: Wang, Alan Q., et al.
Published: (2024)
mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis
by: Liu, Quan, et al.
Published: (2024)
by: Liu, Quan, et al.
Published: (2024)
Dataset Distillation in Medical Imaging: A Feasibility Study
by: Li, Muyang, et al.
Published: (2024)
by: Li, Muyang, et al.
Published: (2024)
Fine-grained Multi-class Nuclei Segmentation with Molecular-empowered All-in-SAM Model
by: Li, Xueyuan, et al.
Published: (2025)
by: Li, Xueyuan, et al.
Published: (2025)
Weighted Circle Fusion: Ensembling Circle Representation from Different Object Detection Results
by: Yue, Jialin, et al.
Published: (2024)
by: Yue, Jialin, et al.
Published: (2024)
A Framework for Interpretability in Machine Learning for Medical Imaging
by: Wang, Alan Q., et al.
Published: (2023)
by: Wang, Alan Q., et al.
Published: (2023)
Automatic Image Unfolding and Stitching Framework for Esophageal Lining Video Based on Density-Weighted Feature Matching
by: Li, Muyang, et al.
Published: (2024)
by: Li, Muyang, et al.
Published: (2024)
A General Pipeline for Glomerulus Whole-Slide Image Segmentation
by: Cap, Quan Huu
Published: (2024)
by: Cap, Quan Huu
Published: (2024)
IRS: Incremental Relationship-guided Segmentation for Digital Pathology
by: Deng, Ruining, et al.
Published: (2025)
by: Deng, Ruining, et al.
Published: (2025)
PySpatial: A High-Speed Whole Slide Image Pathomics Toolkit
by: Yang, Yuechen, et al.
Published: (2025)
by: Yang, Yuechen, et al.
Published: (2025)
Cross-organ Deployment of EOS Detection AI without Retraining: Feasibility and Limitation
by: Wu, Yifei, et al.
Published: (2024)
by: Wu, Yifei, et al.
Published: (2024)
Assessing the significance of longitudinal data in Alzheimer's Disease forecasting
by: Karaman, Batuhan K., et al.
Published: (2024)
by: Karaman, Batuhan K., et al.
Published: (2024)
Towards Fine-grained Renal Vasculature Segmentation: Full-Scale Hierarchical Learning with FH-Seg
by: Long, Yitian, et al.
Published: (2025)
by: Long, Yitian, et al.
Published: (2025)
BPD-Neo: An MRI Dataset for Lung-Trachea Segmentation with Clinical Data for Neonatal Bronchopulmonary Dysplasia
by: Saluja, Rachit, et al.
Published: (2025)
by: Saluja, Rachit, et al.
Published: (2025)
Enhanced Feature-based Image Stitching for Endoscopic Videos in Pediatric Eosinophilic Esophagitis
by: Xiong, Juming, et al.
Published: (2025)
by: Xiong, Juming, et al.
Published: (2025)
Expanding Training Data for Endoscopic Phenotyping of Eosinophilic Esophagitis
by: Xiong, Juming, et al.
Published: (2025)
by: Xiong, Juming, et al.
Published: (2025)
Efficient Identification of Direct Causal Parents via Invariance and Minimum Error Testing
by: Nguyen, Minh, et al.
Published: (2024)
by: Nguyen, Minh, et al.
Published: (2024)
Quantitative Benchmarking of Anomaly Detection Methods in Digital Pathology
by: Cui, Can, et al.
Published: (2025)
by: Cui, Can, et al.
Published: (2025)
GLAM: Glomeruli Segmentation for Human Pathological Lesions using Adapted Mouse Model
by: Yu, Lining, et al.
Published: (2024)
by: Yu, Lining, et al.
Published: (2024)
A Convolutional Autoencoder Approach to Learn Volumetric Shape Representations for Brain Structures
by: Yu, Evan M., et al.
Published: (2018)
by: Yu, Evan M., et al.
Published: (2018)
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models
by: Li, Xiao, et al.
Published: (2025)
by: Li, Xiao, et al.
Published: (2025)
Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis
by: Li, Chenjun, et al.
Published: (2025)
by: Li, Chenjun, et al.
Published: (2025)
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis
by: Deng, Ruining, et al.
Published: (2024)
by: Deng, Ruining, et al.
Published: (2024)
Oxidation of natural graphite in the laboratory and comparison with the synthetic graphite oxide, by means of thermal and spectroscopic techniques
by: Daniel Pisapia
Published: (2009)
by: Daniel Pisapia
Published: (2009)
Spotlight: Rising stars in cytology
by: Pasquale Pisapia
Published: (2024)
by: Pasquale Pisapia
Published: (2024)
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation
by: Deng, Ruining, et al.
Published: (2024)
by: Deng, Ruining, et al.
Published: (2024)
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization
by: Tang, Yucheng, et al.
Published: (2024)
by: Tang, Yucheng, et al.
Published: (2024)
Saccadic Vision for Fine-Grained Visual Classification
by: Schmidt, Johann, et al.
Published: (2025)
by: Schmidt, Johann, et al.
Published: (2025)
ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics
by: Zhu, Junchao, et al.
Published: (2024)
by: Zhu, Junchao, et al.
Published: (2024)
VLMs have Tunnel Vision: Evaluating Nonlocal Visual Reasoning in Leading VLMs
by: Berman, Shmuel, et al.
Published: (2025)
by: Berman, Shmuel, et al.
Published: (2025)
Similar Items
-
From Classification to Cross-Modal Understanding: Leveraging Vision-Language Models for Fine-Grained Renal Pathology
by: Guo, Zhenhao, et al.
Published: (2025) -
M^3-GloDets: Multi-Region and Multi-Scale Analysis of Fine-Grained Diseased Glomerular Detection
by: Shi, Tianyu, et al.
Published: (2025) -
CoFi: A Fast Coarse-to-Fine Few-Shot Pipeline for Glomerular Basement Membrane Segmentation
by: Fang, Hongjin, et al.
Published: (2025) -
Cancer Type, Stage and Prognosis Assessment from Pathology Reports using LLMs
by: Saluja, Rachit, et al.
Published: (2025) -
DyMorph-B2I: Dynamic and Morphology-Guided Binary-to-Instance Segmentation for Renal Pathology
by: Zhao, Leiyue, et al.
Published: (2025)