Drew F.K. Williamson
5 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Healthcare & Medicine
(3)
Machine Learning
(3)
Clinical
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Domain-Specific
(2)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Research
(1)
Techniques
(1)
Keywords
whole slide image
(4)
computational pathology
(2)
histology image
(2)
survival prediction
(2)
medical imaging
(1)
multimodal learning
(1)
multiple instance learning
(1)
gene expression
(1)
gaussian mixture model
(1)
multimodal representation learning
(1)
foundation model
(1)
multimodal representation
(1)
spatial transcriptomics
(1)
histopathology image
(1)
multimodal transformer
(1)
co-attention mechanism
(1)
multimodal pretraining
(1)
gene expression profile
(1)
whole slide imaging
(1)
genomic feature
(1)
Papers
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
NeurIPS 2024
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction
CVPR 2024
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology
CVPR 2024
Transcriptomics-guided Slide Representation Learning in Computational Pathology
CVPR 2024
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images
ICCV 2021