Drew F.K. Williamson
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (10) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(19)
π
Keyword Champion
(2)
Conferences
CVPR (3)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
whole slide image
(3)
histology image
(2)
survival prediction
(2)
computational pathology
(2)
medical imaging
(1)
multi-modal 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)
multi-modal representation learning
(1)
gene expression profile
(1)
whole-slide image
(1)
whole slide imaging
(1)
Papers
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
NIPS 2024
Transcriptomics-guided Slide Representation Learning in Computational Pathology
CVPR 2024
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology
CVPR 2024
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction
CVPR 2024
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images
ICCV 2021