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Showing 201–250 of 745 papers

TitleStatusHype
Characterizing the Interpretability of Attention Maps in Digital Pathology—0
SCMIL: Sparse Context-aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide ImagesCode0
Multimodal Prototyping for cancer survival predictionCode2
PathAlign: A vision-language model for whole slide images in histopathology—0
Unsupervised Latent Stain Adaptation for Computational Pathology—0
Scalable, Trustworthy Generative Model for Virtual Multi-Staining from H&E Whole Slide Images—0
Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological ImagesCode1
HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image AnalysisCode3
Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep LearningCode0
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image ClassificationCode2
Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution—0
Graph Neural Networks in Histopathology: Emerging Trends and Future Directions—0
Improving Quality Control of Whole Slide Images by Explicit Artifact AugmentationCode0
MoME: Mixture of Multimodal Experts for Cancer Survival PredictionCode1
Memory-Efficient Sparse Pyramid Attention Networks for Whole Slide Image Analysis—0
Overcoming Limitations in Artificial Intelligence-based Prostate Cancer Detection through Better Datasets and a Bayesian Approach to Aggregate Panel Predictions—0
Assessing the risk of recurrence in early-stage breast cancer through H&E stained whole slide images—0
Hibou: A Family of Foundational Vision Transformers for PathologyCode2
Combining Graph Neural Network and Mamba to Capture Local and Global Tissue Spatial Relationships in Whole Slide ImagesCode1
Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label ClassificationCode0
Immunocto: a massive immune cell database auto-generated for histopathology—0
Length-scale study in deep learning prediction for non-small cell lung cancer brain metastasis—0
mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis—0
Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images—0
Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide ImagesCode0
HoverFast: an accurate, high-throughput, clinically deployable nuclear segmentation tool for brightfield digital pathology images—0
Comparing ImageNet Pre-training with Digital Pathology Foundation Models for Whole Slide Image-Based Survival Analysis—0
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational PathologyCode4
Transcriptomics-guided Slide Representation Learning in Computational PathologyCode2
PRISM: A Multi-Modal Generative Foundation Model for Slide-Level HistopathologyCode4
Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images -- Nevus & MelanomaCode0
A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype ClassificationCode1
Deep Blur Multi-Model (DeepBlurMM) -- a strategy to mitigate the impact of image blur on deep learning model performance in histopathology image analysis—0
Learning from Partial Label Proportions for Whole Slide Image Segmentation—0
Rethinking Histology Slide Digitization Workflows for Low-Resource SettingsCode3
Fast TILs -- A Pipeline for Efficient TILs Estimation in Non-Small Cell Lung Cancer—0
Transformer-Based Self-Supervised Learning for Histopathological Classification of Ischemic Stroke Clot Origin—0
Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide ImagesCode1
Masked Attention as a Mechanism for Improving Interpretability of Vision Transformers—0
SPLICE -- Streamlining Digital Pathology Image Processing—0
Nuclei-Location Based Point Set Registration of Multi-Stained Whole Slide Images—0
Vim4Path: Self-Supervised Vision Mamba for Histopathology ImagesCode2
RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge—0
DeeperHistReg: Robust Whole Slide Images Registration FrameworkCode2
BAHOP: Similarity-based Basin Hopping for A fast hyper-parameter search in WSI classification—0
Semantics-Aware Attention Guidance for Diagnosing Whole Slide Images—0
PD-L1 Classification of Weakly-Labeled Whole Slide Images of Breast CancerCode0
Knowledge-enhanced Visual-Language Pretraining for Computational PathologyCode1
Survival Prediction Across Diverse Cancer Types Using Neural Networks—0
Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis—0
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