Multimodal AI in Spatial Biology

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• Konstantin Hemker (University of Cambridge)
• Thursday 13 March 2025, 13:00-14:00
• Lecture Theatre 2, Computer Laboratory, William Gates Building.

If you have a question about this talk, please contact Mateja Jamnik.

Note: unusual date compared to regular AI Seminars

The increasing availability and resolution of spatially resolved sequencing on human tissue samples, such as Spatial Transcriptomics (ST), provides rich and spatially resolved molecular information to diagnose and analyse tumours beyond the morphological information routinely available to pathologists through Whole Slide Images. Complex morphological and molecular spatial information becoming available at scale requires building robust multimodal AI architectures that take advantage of such high-dimensional information.

This talk will cover recent advancements from our group in building such models, looking at the intersection of robust multimodal learning, learning from hierarchical structures, and representation learning for spatially resolved transcriptomics.

This talk is part of the Artificial Intelligence Research Group Talks (Computer Laboratory) series.

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