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CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical EngineeringHIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)PathomicFusion
Fusing Histology and Genomics via Deep Learning - IEEE TMIUNI
Towards a general-purpose foundation model for computational pathology - Nature MedicineCONCH
A vision-language foundation model for computational pathology - Nature MedicineNucleiSegmentation
cGAN-based Multi Organ Nuclei SegmentationPORPOISE
Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer CellTOAD
AI-based pathology predicts origins for cancers of unknown primary - NatureMCAT
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021HEST
HEST: Bringing Spatial Transcriptomics and Histopathology togetherPatch-GCN
Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021SurvPath
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024MI-Zero
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023TriPath
Analysis of 3D pathology samples using weakly supervised AI - CellTANGLE
Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024PANTHER
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024MAPS
Machine learning for Analysis of Proteomics in Spatial biology - Nature CommunicationsHistoFL
Federated Learning for Computational Pathology - Medical Image AnalysisCRANE
Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature MedicineMMP
Multimodal prototyping for cancer survival prediction - ICML 2024MADELEINE
MADELEINE: multi-stain slide representation learning (ECCV'24)varpool
Variance pooling to incorporate ITH in CPath models - MICCAI 2022multimodal-cancer-origin-prediction
Deep learning-based multimodal integration of histology and genomics to improves cancer origin predictionCPATH_demographics
Demographic bias in misdiagnosis by computational pathology models - Nature MedicineMANTA
Multimodal AI for Renal Allograft Biopsy Assessmenthest-website
Jekyll website for HEST-1kEmbeddedAI-Scope
A 3D Printed Embedded AI-based Microscope for Pathology DiagnosisMAXIM
MArker imputation model for multiple\underlineX IMagesLove Open Source and this site? Check out how you can help us