From Pixels to Pathology: Restoration Diffusion for Diagnostic-Consistent Virtual IHC
Computers in Biology and Medicine 198.111264. Nov. 2025
#p-navab#p-schueffler
FMP+25
Contrastive Virtual Staining Enhances Deep Learning-Based PDAC Subtyping From H&E-Stained Tissue Cores
Journal of Pathology Early Access. Nov. 2025
#p-schueffler
LLN+25
From Linear Probing to Joint-Weighted Token Hierarchy: A Foundation Model Bridging Global and Cellular Representations in Biomarker Detection
Preprint (Nov. 2025)
#p-navab#p-schueffler
SDS+25
From Histology to Diagnosis: Leveraging Pathology Foundation Models for Glioma Classification
Computers in Biology and Medicine 197.Part A. Oct. 2025
#p-schueffler#p-wiestler
LLY+25
HASD: Hierarchical Adaption for Pathology Slide-Level Domain-Shift
MICCAI 2025
#p-marr#p-navab#p-schueffler
YDL+25
Attention Pooling Enhances NCA-Based Classification of Microscopy Images
Preprint (Aug. 2025)
#p-navab#p-schueffler
FNS+25
Unlocking the Potential of Digital Pathology: Novel Baselines for Compression
Journal of Pathology Informatics 17.100421. Apr. 2025
#p-schueffler
WBL+25
From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis
Preprint (Mar. 2025)
#p-menten#p-rueckert#p-schueffler
IEH+25
An Equivalency and Efficiency Study for One Year Digital Pathology for Clinical Routine Diagnostics in an Accredited Tertiary Academic Center
Virchows Archiv. Feb. 2025
#p-schueffler
FNW+24
Learned Image Compression for HE-Stained Histopathological Images via Stain Deconvolution
MOVI @MICCAI 2024
#p-schueffler
KRG+24
A Systematic Review of Machine Learning-Based Tumor-Infiltrating Lymphocytes Analysis in Colorectal Cancer: Overview of Techniques, Performance Metrics, and Clinical Outcomes
Computers in Biology and Medicine 173. May. 2024
#p-schueffler
SSM24
Künstliche Intelligenz in Der Pathologie – Wie, Wo Und Warum?