Cover Image

Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fischer, Maximilian, Neher, Peter, Schüffler, Peter, Xiao, Shuhan, Almeida, Silvia Dias, Ulrich, Constantin, Muckenhuber, Alexander, Braren, Rickmer, Götz, Michael, Kleesiek, Jens, Nolden, Marco, Maier-Hein, Klaus
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution
by: Fischer, Maximilian, et al.
Published: (2024)

Unlocking the Potential of Digital Pathology: Novel Baselines for Compression
by: Fischer, Maximilian, et al.
Published: (2024)

Contrastive virtual staining enhances deep learning‐based PDAC subtyping from H&E‐stained tissue cores
by: Maximilian Fischer, et al.
Published: (2025)

Bridging Radiology and Pathology: A DICOM-Based Framework for Multimodal Mapping and Integrated Visualization
by: Rijhwani, Nilesh P., et al.
Published: (2025)

Data-Centric Strategies for Overcoming PET/CT Heterogeneity: Insights from the AutoPET III Lesion Segmentation Challenge
by: Kovacs, Balint, et al.
Published: (2024)

From FDG to PSMA: A Hitchhiker's Guide to Multitracer, Multicenter Lesion Segmentation in PET/CT Imaging
by: Rokuss, Maximilian, et al.
Published: (2024)

Precision ICU Resource Planning: A Multimodal Model for Brain Surgery Outcomes
by: Fischer, Maximilian, et al.
Published: (2024)

A Graph-Based Framework for Interpretable Whole Slide Image Analysis
by: Weers, Alexander, et al.
Published: (2025)

Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain
by: Bujotzek, Markus R., et al.
Published: (2024)

Kaapana: A Comprehensive Open-Source Platform for Integrating AI in Medical Imaging Research Environments
by: Akünal, Ünal, et al.
Published: (2025)

Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
by: Kirchhoff, Yannick, et al.
Published: (2024)

Efficient Whole Slide Pathology VQA via Token Compression
by: Lyu, Weimin, et al.
Published: (2025)

nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection
by: Ertl, Alexandra, et al.
Published: (2025)

LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging
by: Rokuss, Maximilian, et al.
Published: (2025)

Whole-body Representation Learning For Competing Preclinical Disease Risk Assessment
by: Seletkov, Dmitrii, et al.
Published: (2025)

Promptable Longitudinal Lesion Segmentation in Whole-Body CT
by: Kirchhoff, Yannick, et al.
Published: (2025)

Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting
by: Rokuss, Maximilian, et al.
Published: (2024)

Beyond Knowledge Silos: Task Fingerprinting for Democratization of Medical Imaging AI
by: Godau, Patrick, et al.
Published: (2024)

Towards Interactive Lesion Segmentation in Whole-Body PET/CT with Promptable Models
by: Rokuss, Maximilian, et al.
Published: (2025)

Large Scale Supervised Pretraining For Traumatic Brain Injury Segmentation
by: Ulrich, Constantin, et al.
Published: (2025)

A Hybrid AI-based and Rule-based Approach to DICOM De-identification: A Solution for the MIDI-B Challenge
by: Haghiri, Hamideh, et al.
Published: (2025)

Atlas-Based Interpretable Age Prediction In Whole-Body MR Images
by: Starck, Sophie, et al.
Published: (2023)

Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image
by: Li, Jiawen, et al.
Published: (2024)

MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation
by: Ulrich, Constantin, et al.
Published: (2023)

RadioActive: 3D Radiological Interactive Segmentation Benchmark
by: Ulrich, Constantin, et al.
Published: (2024)

Scaling nnU-Net for CBCT Segmentation
by: Isensee, Fabian, et al.
Published: (2024)

A Unified Framework for Foreground and Anonymization Area Segmentation in CT and MRI Data
by: Nohel, Michal, et al.
Published: (2025)

Input Data Adaptive Learning (IDAL) for Sub-acute Ischemic Stroke Lesion Segmentation
by: Götz, Michael, et al.
Published: (2024)

Multimodal Whole Slide Foundation Model for Pathology
by: Ding, Tong, et al.
Published: (2024)

Pathryoshka: Compressing Pathology Foundation Models via Multi-Teacher Knowledge Distillation with Nested Embeddings
by: Grashei, Christian, et al.
Published: (2025)

GRASPing Anatomy to Improve Pathology Segmentation
by: Li, Keyi, et al.
Published: (2025)

A Multi-Stage Fine-Tuning and Ensembling Strategy for Pancreatic Tumor Segmentation in Diagnostic and Therapeutic MRI
by: Durugol, Omer Faruk, et al.
Published: (2025)

Self-Supervised Radiograph Anatomical Region Classification -- How Clean Is Your Real-World Data?
by: Langer, Simon, et al.
Published: (2024)

From Pixels to Pathology: Restoration Diffusion for Diagnostic-Consistent Virtual IHC
by: Liu, Jingsong, et al.
Published: (2025)

DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images
by: Götz, Michael, et al.
Published: (2024)

Mitigating False Predictions In Unreasonable Body Regions
by: Ulrich, Constantin, et al.
Published: (2024)

Benchmarking Pathology Feature Extractors for Whole Slide Image Classification
by: Wölflein, Georg, et al.
Published: (2023)

Anatomy-guided Pathology Segmentation
by: Jaus, Alexander, et al.
Published: (2024)

MMNavAgent: Multi-Magnification WSI Navigation Agent for Clinically Consistent Whole-Slide Analysis
by: Xu, Zhengyang, et al.
Published: (2026)

Enhancing predictive imaging biomarker discovery through treatment effect analysis
by: Xiao, Shuhan, et al.
Published: (2024)