Cover Image

Papanicolaou Stain Unmixing for RGB Image Using Weighted Nucleus Sparsity and Total Variation Regularization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gong, Nanxin, Takeyama, Saori, Yamaguchi, Masahiro, Urata, Takumi, Kimura, Fumikazu, Ishii, Keiko
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Quantitative Methods
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

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

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

Sparsity and Total Variation Constrained Multilayer Linear Unmixing for Hyperspectral Imagery
by: Yang, Gang
Published: (2025)

Unsupervised Denoising of Diffusion-Weighted Images with Bias and Variance Corrected Noise Modeling
by: Xie, Jine, et al.
Published: (2026)

Latent Disentanglement in Mesh Variational Autoencoders Improves the Diagnosis of Craniofacial Syndromes and Aids Surgical Planning
by: Foti, Simone, et al.
Published: (2023)

Optimized Magnetic Resonance Fingerprinting Using Ziv-Zakai Bound
by: Gong, Chaoguang, et al.
Published: (2024)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Optimising image capture for low-light widefield quantitative fluorescence microscopy
by: Peterkovic, Zane, et al.
Published: (2024)

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

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

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

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

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

Outlier Removal in Cryo-EM via Radial Profiles
by: Kapnulin, Lev, et al.
Published: (2024)

Using convolutional neural networks for the classification of breast cancer images
by: Bonnet, Eric
Published: (2021)

Adaptive Multi-Order Graph Regularized NMF with Dual Sparsity for Hyperspectral Unmixing
by: Chen, Hui, et al.
Published: (2025)

Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI
by: Maleki, Nazanin, et al.
Published: (2025)