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Showing 1–50 of 745 papers

TitleStatusHype
Evaluating Deep Regression Models for WSI-Based Gene-Expression PredictionCode4
TIAViz: A Browser-based Visualization Tool for Computational Pathology ModelsCode4
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
PRISM: A Multi-Modal Generative Foundation Model for Slide-Level HistopathologyCode4
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
Towards Large-Scale Training of Pathology Foundation ModelsCode2
Transcriptomics-guided Slide Representation Learning in Computational PathologyCode2
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image AnalysisCode2
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image ClassificationCode2
HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context InteractionCode2
Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology imagesCode2
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question AnsweringCode2
Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide VisualizationCode2
Towards A Generalizable Pathology Foundation Model via Unified Knowledge DistillationCode2
A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation ModelCode2
Tissue Concepts: supervised foundation models in computational pathologyCode2
Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital HistopathologyCode2
Vim4Path: Self-Supervised Vision Mamba for Histopathology 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
DeeperHistReg: Robust Whole Slide Images Registration FrameworkCode2
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational PathologyCode2
Multistain Pretraining for Slide Representation Learning in PathologyCode2
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
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image ClassificationCode1
CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and AttentionCode1
Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learningCode1
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learningCode1
Edge-competing Pathological Liver Vessel Segmentation with Limited LabelsCode1
End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial CarcinomaCode1
CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide ImagesCode1
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive LearningCode1
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype ClassificationCode1
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image ClassificationCode1
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image ClassificationCode1
EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal PathologyCode1
End-to-end Multiple Instance Learning with Gradient AccumulationCode1
Deep Learning-based Frozen Section to FFPE TranslationCode1
EXAONEPath 1.0 Patch-level Foundation Model for PathologyCode1
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer LearningCode1
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data PerspectiveCode1
Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image AnalysisCode1
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