Imagen de Portada

A Graph-Based Framework for Interpretable Whole Slide Image Analysis

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Weers, Alexander, Berger, Alexander H., Lux, Laurin, Schüffler, Peter, Rueckert, Daniel, Paetzold, Johannes C.
Formato:	Preprint
Publicado:	2025
Materias:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition Machine Learning Quantitative Methods
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

PathRWKV: Enhancing Whole Slide Image Inference with Asymmetric Recurrent Modeling
por: Zhang, Tianyi, et al.
Publicado: (2025)

DeeperHistReg: Robust Whole Slide Images Registration Framework
por: Wodzinski, Marek, et al.
Publicado: (2024)

UnPuzzle: A Unified Framework for Pathology Image Analysis
por: Liao, Dankai, et al.
Publicado: (2025)

Segment Any Tumour: An Uncertainty-Aware Vision Foundation Model for Whole-Body Analysis
por: Peiris, Himashi, et al.
Publicado: (2025)

QuST: QuPath Extension for Integrative Whole Slide Image and Spatial Transcriptomics Analysis
por: Huang, Chao-Hui, et al.
Publicado: (2024)

Reliability Assessment Framework Based on Feature Separability for Pathological Cell Image Classification under Prior Bias
por: Tachibana, Takaaki, et al.
Publicado: (2025)

Generating Seamless Virtual Immunohistochemical Whole Slide Images with Content and Color Consistency
por: Liu, Sitong, et al.
Publicado: (2024)

Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images -- Nevus & Melanoma
por: Cui, Yi, et al.
Publicado: (2024)

Diffusion-Based Quality Control of Medical Image Segmentations across Organs
por: Marcianò, Vincenzo, et al.
Publicado: (2025)

Robust CNN Multi-Nested-LSTM Framework with Compound Loss for Patch-based Multi-Push Ultrasound Shear Wave Imaging and Segmentation
por: Alam, Md. Jahin, et al.
Publicado: (2024)

Screen Them All: High-Throughput Pan-Cancer Genetic and Phenotypic Biomarker Screening from H&E Whole Slide Images
por: Wang, Yi Kan, et al.
Publicado: (2024)

AI-Driven Segmentation and Analysis of Microbial Cells
por: Zhang, Shuang, et al.
Publicado: (2025)

Computer Navigated Spinal Surgery Using Magnetic Resonance Imaging and Augmented Reality
por: Lu, Songyuan, et al.
Publicado: (2025)

Papanicolaou Stain Unmixing for RGB Image Using Weighted Nucleus Sparsity and Total Variation Regularization
por: Gong, Nanxin, et al.
Publicado: (2025)

A Spectral Library and Method for Sparse Unmixing of Hyperspectral Images in Fluorescence Guided Resection of Brain Tumors
por: Black, David, et al.
Publicado: (2024)

Learning from Limited Multi-Phase CT: Dual-Branch Prototype-Guided Framework for Early Recurrence Prediction in HCC
por: Yu, Hsin-Pei, et al.
Publicado: (2025)

Hybrid eTFCE-GRF: Exact Cluster-Size Retrieval with Analytical p-Values for Voxel-Based Morphometry
por: Yin, Don, et al.
Publicado: (2026)

Gut decisions based on the liver: A radiomics approach to boost colorectal cancer screening
por: Hinterberger, Anna, et al.
Publicado: (2025)

Clinically Relevant Latent Space Embedding of Cancer Histopathology Slides through Variational Autoencoder Based Image Compression
por: Nasr, Mohammad Sadegh, et al.
Publicado: (2023)

Learnable real-time inference of molecular composition from diffuse spectroscopy of brain tissue
por: Ezhov, Ivan, et al.
Publicado: (2023)

A Comprehensive Approach to Diagnosing Temporomandibular Joint Diseases: AI-driven TMD Diagnostic System
por: Gua, Y., et al.
Publicado: (2024)

Phenotype discovery of traumatic brain injury segmentations from heterogeneous multi-site data
por: Saunders, Adam M., et al.
Publicado: (2025)

Harmonization mitigates diffusion MRI scanner effects in infancy: insights from the HEALthy Brain and Childhood Development (HBCD) study
por: McMaster, Elyssa M., et al.
Publicado: (2026)

HAMscope: a snapshot Hyperspectral Autofluorescence Miniscope for real-time molecular imaging
por: Ingold, Alexander, et al.
Publicado: (2025)

In-batch Relational Features Enhance Precision in An Unsupervised Medical Anomaly Detection Task
por: Githinji, P. Bilha, et al.
Publicado: (2026)

Harmonization Benchmarking Tool for Neuroimaging Datasets
por: Osika, Tom, et al.
Publicado: (2022)

Robust Segmentation of CPR-Induced Capnogram Using U-net: Overcoming Challenges with Deep Learning
por: Elola, Andoni, et al.
Publicado: (2024)

Progress and new challenges in image-based profiling
por: Serrano, Erik, et al.
Publicado: (2025)

Robust Glioblastoma Segmentation and Volumetry Without T2-FLAIR: External Validation of Targeted Dropout Training
por: Öchsner, Marco, et al.
Publicado: (2026)

Photon Absorption Remote Sensing Virtual Histopathology: A Preliminary Exploration of Diagnostic Equivalence to Gold-Standard H&E Staining in Skin Cancer Excisional Biopsies
por: Ecclestone, Benjamin R., et al.
Publicado: (2025)

Morphological Reconstruction of Detached Dendritic Spines via Geodesic Path Prediction
por: Jain, Sammit, et al.
Publicado: (2020)

Numerical Uncertainty in Linear Registration: An Experimental Study
por: Mirhakimi, Niusha, et al.
Publicado: (2025)

Impact of Stain Variation and Color Normalization for Prognostic Predictions in Pathology
por: Siyu, et al.
Publicado: (2024)

On the Utility of Virtual Staining for Downstream Applications as it relates to Task Network Capacity
por: Sengupta, Sourya, et al.
Publicado: (2025)

Sifting through the haystack -- efficiently finding rare animal behaviors in large-scale datasets
por: Bar, Shir, et al.
Publicado: (2024)

Enhancing Alzheimer's Disease Prediction: A Novel Approach to Leveraging GAN-Augmented Data for Improved CNN Model Accuracy
por: Sunkara, Akshay, et al.
Publicado: (2024)

Virtual Lung Screening Trial (VLST): An In Silico Study Inspired by the National Lung Screening Trial for Lung Cancer Detection
por: Tushar, Fakrul Islam, et al.
Publicado: (2024)

Clinically-aligned Multi-modal Chest X-ray Classification
por: Sloan, Phillip, et al.
Publicado: (2025)

Evaluation of neuroCombat and deep learning harmonization for multi-site magnetic resonance neuroimaging in youth with prenatal alcohol exposure
por: Scholten, Chloe, et al.
Publicado: (2026)

Artificial Intelligence Enhanced Digital Nucleic Acid Amplification Testing for Precision Medicine and Molecular Diagnostics
por: Wei, Yuanyuan, et al.
Publicado: (2024)