Imagen de Portada

Fine-grained Multi-class Nuclei Segmentation with Molecular-empowered All-in-SAM Model

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Li, Xueyuan, Cui, Can, Deng, Ruining, Tang, Yucheng, Liu, Quan, Yao, Tianyuan, Bao, Shunxing, Chowdhury, Naweed, Yang, Haichun, Huo, Yuankai
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models
por: Cui, Can, et al.
Publicado: (2024)

HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis
por: Deng, Ruining, et al.
Publicado: (2024)

mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis
por: Liu, Quan, et al.
Publicado: (2024)

Towards Fine-grained Renal Vasculature Segmentation: Full-Scale Hierarchical Learning with FH-Seg
por: Long, Yitian, et al.
Publicado: (2025)

GloFinder: AI-empowered QuPath Plugin for WSI-level Glomerular Detection, Visualization, and Curation
por: Yue, Jialin, et al.
Publicado: (2024)

Cross-organ Deployment of EOS Detection AI without Retraining: Feasibility and Limitation
por: Wu, Yifei, et al.
Publicado: (2024)

Dataset Distillation in Medical Imaging: A Feasibility Study
por: Li, Muyang, et al.
Publicado: (2024)

Weighted Circle Fusion: Ensembling Circle Representation from Different Object Detection Results
por: Yue, Jialin, et al.
Publicado: (2024)

GLAM: Glomeruli Segmentation for Human Pathological Lesions using Adapted Mouse Model
por: Yu, Lining, et al.
Publicado: (2024)

PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation
por: Deng, Ruining, et al.
Publicado: (2024)

HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization
por: Tang, Yucheng, et al.
Publicado: (2024)

Enhanced Feature-based Image Stitching for Endoscopic Videos in Pediatric Eosinophilic Esophagitis
por: Xiong, Juming, et al.
Publicado: (2025)

PySpatial: A High-Speed Whole Slide Image Pathomics Toolkit
por: Yang, Yuechen, et al.
Publicado: (2025)

Assessment of Cell Nuclei AI Foundation Models in Kidney Pathology
por: Guo, Junlin, et al.
Publicado: (2024)

Quantitative Benchmarking of Anomaly Detection Methods in Digital Pathology
por: Cui, Can, et al.
Publicado: (2025)

Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology
por: Yu, Lining, et al.
Publicado: (2024)

IRS: Incremental Relationship-guided Segmentation for Digital Pathology
por: Deng, Ruining, et al.
Publicado: (2025)

Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements Integration
por: Yu, Xin, et al.
Publicado: (2023)

ZeroReg3D: A Zero-shot Registration Pipeline for 3D Consecutive Histopathology Image Reconstruction
por: Xiong, Juming, et al.
Publicado: (2025)

Cross-Species Data Integration for Enhanced Layer Segmentation in Kidney Pathology
por: Zhu, Junchao, et al.
Publicado: (2024)

Img2ST-Net: Efficient High-Resolution Spatial Omics Prediction from Whole Slide Histology Images via Fully Convolutional Image-to-Image Learning
por: Zhu, Junchao, et al.
Publicado: (2025)

Spatially-Adaptive Gradient Re-parameterization for 3D Large Kernel Optimization
por: Lee, Ho Hin, et al.
Publicado: (2025)

Automatic Image Unfolding and Stitching Framework for Esophageal Lining Video Based on Density-Weighted Feature Matching
por: Li, Muyang, et al.
Publicado: (2024)

Glo-VLMs: Leveraging Vision-Language Models for Fine-Grained Diseased Glomerulus Classification
por: Guo, Zhenhao, et al.
Publicado: (2025)

Persistence Image from 3D Medical Image: Superpixel and Optimized Gaussian Coefficient
por: Zhu, Yanfan, et al.
Publicado: (2024)

ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics
por: Zhu, Junchao, et al.
Publicado: (2024)

Evaluating Cell AI Foundation Models in Kidney Pathology with Human-in-the-Loop Enrichment
por: Guo, Junlin, et al.
Publicado: (2024)

MagNet: Multi-Level Attention Graph Network for Predicting High-Resolution Spatial Transcriptomics
por: Zhu, Junchao, et al.
Publicado: (2025)

DyMorph-B2I: Dynamic and Morphology-Guided Binary-to-Instance Segmentation for Renal Pathology
por: Zhao, Leiyue, et al.
Publicado: (2025)

Circle Representation for Medical Instance Object Segmentation
por: Xiong, Juming, et al.
Publicado: (2024)

MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models
por: Li, Xiao, et al.
Publicado: (2025)

DUET: Dual-Paradigm Adaptive Expert Triage with Single-cell Inductive Prior for Spatial Transcriptomics Prediction
por: Zhu, Junchao, et al.
Publicado: (2026)

How Close Are We? Limitations and Progress of AI Models in Banff Lesion Scoring
por: Zhu, Yanfan, et al.
Publicado: (2025)

Post-Training Quantization for 3D Medical Image Segmentation: A Practical Study on Real Inference Engines
por: Qu, Chongyu, et al.
Publicado: (2025)

Expanding Training Data for Endoscopic Phenotyping of Eosinophilic Esophagitis
por: Xiong, Juming, et al.
Publicado: (2025)

Adapting SAM to Nuclei Instance Segmentation and Classification via Cooperative Fine-Grained Refinement
por: Su, Jingze, et al.
Publicado: (2026)

Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation
por: Na, Saiyang, et al.
Publicado: (2024)

From Classification to Cross-Modal Understanding: Leveraging Vision-Language Models for Fine-Grained Renal Pathology
por: Guo, Zhenhao, et al.
Publicado: (2025)

SCR2-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning
por: Zhu, Junchao, et al.
Publicado: (2025)

Towards Fine-grained Interactive Segmentation in Images and Videos
por: Yao, Yuan, et al.
Publicado: (2025)