Cover Image

Semantic Mosaicing of Histo-Pathology Image Fragments using Visual Foundation Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Brandstätter, Stefan, Köller, Maximilian, Seeböck, Philipp, Blessing, Alissa, Oberndorfer, Felicitas, Pochepnia, Svitlana, Prosch, Helmut, Langs, Georg
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Rigid Single-Slice-in-Volume registration via rotation-equivariant 2D/3D feature matching
by: Brandstätter, Stefan, et al.
Published: (2024)

Disentanglement of Biological and Technical Factors via Latent Space Rotation in Clinical Imaging Improves Disease Pattern Discovery
by: Pan, Jeanny, et al.
Published: (2025)

AREPAS: Anomaly Detection in Fine-Grained Anatomy with Reconstruction-Based Semantic Patch-Scoring
by: Mitic, Branko, et al.
Published: (2025)

Detection of Emerging Infectious Diseases in Lung CT based on Spatial Anomaly Patterns
by: Mitic, Branko, et al.
Published: (2024)

MApLe: Multi-instance Alignment of Diagnostic Reports and Large Medical Images
by: Bader, Felicia, et al.
Published: (2026)

Cardiovascular disease classification using radiomics and geometric features from cardiac CT
by: Mittal, Ajay, et al.
Published: (2025)

No Modality Left Behind: Dynamic Model Generation for Incomplete Medical Data
by: Fürböck, Christoph, et al.
Published: (2025)

The Clinical Significance of Imaging Biomarkers Discoverable by Anomaly Detection Methods in Retinal Diseases: A Review
by: Anna M. Wittmann, et al.
Published: (2026)

LesiOnTime -- Joint Temporal and Clinical Modeling for Small Breast Lesion Segmentation in Longitudinal DCE-MRI
by: Kamran, Mohammed, et al.
Published: (2025)

International divergierende demographische Entwicklungen und internationale Kapitalbewegungen
by: Brandstätter, Jana
Published: (2020)

PD‐L1 expression in patients with non‐small‐cell lung cancer is associated with sex and genetic alterations: A retrospective study within the Caucasian population
by: P. Sarova, et al.
Published: (2024)

Chronological Contrastive Learning: Few-Shot Progression Assessment in Irreversible Diseases
by: Watzenböck, Clemens, et al.
Published: (2026)

Feature reduction using a RBF network for classification of learning styles in first year engineering students
by: Oswaldo Velez-Langs
Published: (2014)

Histo-Diffusion: A Diffusion Super-Resolution Method for Digital Pathology with Comprehensive Quality Assessment
by: Xu, Xuan, et al.
Published: (2024)

Mosaic Learning: A Framework for Decentralized Learning with Model Fragmentation
by: Biswas, Sayan, et al.
Published: (2026)

A Semantically Enhanced Generative Foundation Model Improves Pathological Image Synthesis
by: Guan, Xianchao, et al.
Published: (2025)

HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images
by: Mansoori, Mobina, et al.
Published: (2024)

Benchmarking Computational Pathology Foundation Models For Semantic Segmentation
by: Ramchandani, Lavish, et al.
Published: (2026)

Sistemas Recomendadores: Un enfoque desde los algoritmos genéticos
by: Oswaldo Velez-Langs
Published: (2006)

HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis
by: Liu, Zhi-Bo, et al.
Published: (2024)

HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation
by: Barua, Hrishav Bakul, et al.
Published: (2024)

Characterising the infinite volume scaling limit of gradient models with non-convex energy
by: Adams, Stefan, et al.
Published: (2023)

Determining Mosaic Resilience in Sugarcane Plants using Hyperspectral Images
by: Zia, Ali, et al.
Published: (2025)

PathoTune: Adapting Visual Foundation Model to Pathological Specialists
by: Lu, Jiaxuan, et al.
Published: (2024)

Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images
by: Wang, Zhikang, et al.
Published: (2024)

Frequency-Aware Model Parameter Explorer: A new attribution method for improving explainability
by: Yavari, Ali, et al.
Published: (2025)

Mind the Gap: Continuous Magnification Sampling for Pathology Foundation Models
by: Möllers, Alexander, et al.
Published: (2026)

CountPath: Automating Fragment Counting in Digital Pathology
by: Vieira, Ana Beatriz, et al.
Published: (2025)

HistoART: Histopathology Artifact Detection and Reporting Tool
by: Kahaki, Seyed, et al.
Published: (2025)

Atlas: A Novel Pathology Foundation Model by Mayo Clinic, Charité, and Aignostics
by: Alber, Maximilian, et al.
Published: (2025)

Analysis of effectiveness of thresholding in perfusion ROI detection on T2-weighted MR images with abnormal brain anatomy
by: Alkhimova, Svitlana, et al.
Published: (2019)

Data-driven theory reveals protrusion and polarity interactions governing collision behavior of distinct motile cells
by: Brandstätter, Tom, et al.
Published: (2024)

Segmentation by Factorization: Unsupervised Semantic Segmentation for Pathology by Factorizing Foundation Model Features
by: Gildenblat, Jacob, et al.
Published: (2024)

HistoFusionNet: Histogram-Guided Fusion and Frequency-Adaptive Refinement for Nighttime Image Dehazing
by: Heydari, Mohammad, et al.
Published: (2026)

Towards Robust Foundation Models for Digital Pathology
by: Kömen, Jonah, et al.
Published: (2025)

Pathology Foundation Models
by: Ochi, Mieko, et al.
Published: (2024)

Foundational Models for Pathology and Endoscopy Images: Application for Gastric Inflammation
by: Kerdegari, Hamideh, et al.
Published: (2024)

A preliminary study on the use of the local variety of ipil-ipil Leucaena leucocephala as a protein source for prawn feed
by: Pascual, Felicitas P.
Published: (1978)

Assembling the Mind's Mosaic: Towards EEG Semantic Intent Decoding
by: Li, Jiahe, et al.
Published: (2026)

Molecular-driven Foundation Model for Oncologic Pathology
by: Vaidya, Anurag, et al.
Published: (2025)