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Showing 1–50 of 745 papers

TitleStatusHype
A deep learning framework for efficient pathology image analysisCode4
Molecular-driven Foundation Model for Oncologic PathologyCode4
Evaluating Deep Regression Models for WSI-Based Gene-Expression PredictionCode4
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational PathologyCode4
PRISM: A Multi-Modal Generative Foundation Model for Slide-Level HistopathologyCode4
TIAViz: A Browser-based Visualization Tool for Computational Pathology ModelsCode4
HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image AnalysisCode3
Rethinking Histology Slide Digitization Workflows for Low-Resource SettingsCode3
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image ClassificationCode2
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational PathologyCode2
Tissue Concepts: supervised foundation models in computational pathologyCode2
Multistain Pretraining for Slide Representation Learning in PathologyCode2
Towards A Generalizable Pathology Foundation Model via Unified Knowledge DistillationCode2
A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation ModelCode2
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question AnsweringCode2
Multimodal Prototyping for cancer survival predictionCode2
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image ClassificationCode2
Hibou: A Family of Foundational Vision Transformers for PathologyCode2
Transcriptomics-guided Slide Representation Learning in Computational PathologyCode2
Vim4Path: Self-Supervised Vision Mamba for Histopathology ImagesCode2
DeeperHistReg: Robust Whole Slide Images Registration FrameworkCode2
MedIAnomaly: A comparative study of anomaly detection in medical imagesCode2
Towards Large-Scale Training of Pathology Foundation ModelsCode2
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image AnalysisCode2
MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational PathologyCode2
HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context InteractionCode2
Low-resource finetuning of foundation models beats state-of-the-art in histopathologyCode2
Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival PredictionCode2
Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide VisualizationCode2
Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology imagesCode2
Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital HistopathologyCode2
OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-aware Optimal TransportCode1
Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell CarcinomaCode1
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual RepresentationCode1
Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image AnalysisCode1
A Survey of Pathology Foundation Model: Progress and Future DirectionsCode1
Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoderCode1
UnPuzzle: A Unified Framework for Pathology Image AnalysisCode1
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance LearningCode1
Joint Modelling Histology and Molecular Markers for Cancer ClassificationCode1
SurGen: 1020 H&E-stained Whole Slide Images With Survival and Genetic MarkersCode1
Mind the Gap: Evaluating Patch Embeddings from General-Purpose and Histopathology Foundation Models for Cell Segmentation and ClassificationCode1
ICFNet: Integrated Cross-modal Fusion Network for Survival PredictionCode1
A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer DiagnosisCode1
Towards Unified Molecule-Enhanced Pathology Image Representation Learning via Integrating Spatial TranscriptomicsCode1
Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image AnalysisCode1
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image ClassificationCode1
Unsupervised Foundation Model-Agnostic Slide-Level Representation LearningCode1
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image ClassificationCode1
De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient PrivacyCode1
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