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Showing 201–250 of 745 papers

TitleStatusHype
A Comparison of Deep Learning Methods for Cell Detection in Digital CytologyCode0
Identifying regions of interest in whole slide images of renal cell carcinoma—0
A Novel Approach to Linking Histology Images with DNA Methylation—0
An ensemble deep learning approach to detect tumors on Mohs micrographic surgery slides—0
Learned Image Compression and Restoration for Digital PathologyCode0
MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning—0
The impact of tissue detection on diagnostic artificial intelligence algorithms in digital pathology—0
Cross-Modal Prototype Allocation: Unsupervised Slide Representation Learning via Patch-Text Contrast in Computational Pathology—0
UWarp: A Whole Slide Image Registration Pipeline to Characterize Scanner-Induced Local Domain Shift—0
VGAT: A Cancer Survival Analysis Framework Transitioning from Generative Visual Question Answering to Genomic ReconstructionCode0
Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology—0
WISE: A Framework for Gigapixel Whole-Slide-Image Lossless Compression—0
PathoHR: Breast Cancer Survival Prediction on High-Resolution Pathological ImagesCode0
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology—0
Slide-Level Prompt Learning with Vision Language Models for Few-Shot Multiple Instance Learning in HistopathologyCode0
Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction—0
PSA-MIL: A Probabilistic Spatial Attention-Based Multiple Instance Learning for Whole Slide Image ClassificationCode0
Pathology Image Compression with Pre-trained Autoencoders—0
From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image AnalysisCode0
Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning—0
Multi-Modal Foundation Models for Computational Pathology: A Survey—0
LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer ScreeningCode0
Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification—0
PathRWKV: Enabling Whole Slide Prediction with Recurrent-Transformer—0
Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide ImagesCode0
CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival PredictionCode0
Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image Fusion—0
Foundation Models -- A Panacea for Artificial Intelligence in Pathology?—0
"No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology imagesCode0
On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation—0
Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic Lesions—0
PolyPath: Adapting a Large Multimodal Model for Multi-slide Pathology Report Generation—0
PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology—0
Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation—0
KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-LevelCode0
CASC-AI: Consensus-aware Self-corrective AI Agents for Noise Cell SegmentationCode0
Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology—0
Dynamic Hypergraph Representation for Bone Metastasis Cancer Analysis—0
Z-Stack Scanning can Improve AI Detection of Mitosis: A Case Study of Meningiomas—0
A Survey on Computational Pathology Foundation Models: Datasets, Adaptation Strategies, and Evaluation Tasks—0
Efficient Self-Supervised Grading of Prostate Cancer Pathology—0
ECTIL: Label-efficient Computational Tumour Infiltrating Lymphocyte (TIL) assessment in breast cancer: Multicentre validation in 2,340 patients with breast cancerCode0
Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide ImagesCode0
Deep Learning Based Segmentation of Blood Vessels from H&E Stained Oesophageal Adenocarcinoma Whole-Slide Images—0
Scalable Whole Slide Image Representation Using K-Mean Clustering and Fisher Vector Aggregation—0
CellOMaps: A Compact Representation for Robust Classification of Lung Adenocarcinoma Growth Patterns—0
Atlas: A Novel Pathology Foundation Model by Mayo Clinic, Charité, and Aignostics—0
GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer HistopathologyCode0
Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion ModelsCode0
Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images—0
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