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Showing 1–50 of 745 papers

TitleStatusHype
Evaluating Deep Regression Models for WSI-Based Gene-Expression PredictionCode4
PRISM: A Multi-Modal Generative Foundation Model for Slide-Level HistopathologyCode4
A deep learning framework for efficient pathology image analysisCode4
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational PathologyCode4
Molecular-driven Foundation Model for Oncologic PathologyCode4
TIAViz: A Browser-based Visualization Tool for Computational Pathology ModelsCode4
Rethinking Histology Slide Digitization Workflows for Low-Resource SettingsCode3
HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image AnalysisCode3
Hibou: A Family of Foundational Vision Transformers for PathologyCode2
Transcriptomics-guided Slide Representation Learning in Computational PathologyCode2
Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital HistopathologyCode2
DeeperHistReg: Robust Whole Slide Images Registration FrameworkCode2
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image AnalysisCode2
HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context InteractionCode2
Tissue Concepts: supervised foundation models in computational pathologyCode2
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question AnsweringCode2
Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide VisualizationCode2
Towards Large-Scale Training of Pathology Foundation ModelsCode2
A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation ModelCode2
Towards A Generalizable Pathology Foundation Model via Unified Knowledge DistillationCode2
Vim4Path: Self-Supervised Vision Mamba for Histopathology ImagesCode2
Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology imagesCode2
Multimodal Prototyping for cancer survival predictionCode2
MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational PathologyCode2
Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival PredictionCode2
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational PathologyCode2
Multistain Pretraining for Slide Representation Learning in PathologyCode2
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image ClassificationCode2
MedIAnomaly: A comparative study of anomaly detection in medical imagesCode2
Low-resource finetuning of foundation models beats state-of-the-art in histopathologyCode2
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image ClassificationCode2
Edge-competing Pathological Liver Vessel Segmentation with Limited LabelsCode1
EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal PathologyCode1
Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learningCode1
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive LearningCode1
End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial CarcinomaCode1
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image ClassificationCode1
Detection of prostate cancer in whole-slide images through end-to-end training with image-level labelsCode1
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype ClassificationCode1
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology SlidesCode1
Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown PrimaryCode1
De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient PrivacyCode1
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image ClassificationCode1
End-to-end Multiple Instance Learning with Gradient AccumulationCode1
EXAONEPath 1.0 Patch-level Foundation Model for PathologyCode1
Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image AnalysisCode1
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
A New Graph Node Classification Benchmark: Learning Structure from Histology Cell GraphsCode1
Deep Learning-based Frozen Section to FFPE TranslationCode1
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological ImagesCode1
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