Birs- 17w5134: Challenges and Synergies in the Analysis of Large-Scale Population-Based Biomedical Data

  1. Title:
    Manifold-Learning Frameworks for Extracting Structure from High-throughput Single-Cell Datasets

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    Latent-space temporal models for microbiome population dynamics

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    An extracellular RNA interference pathway as a mechanism of parasite-host communication.

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    Inference of mRNA stability from RNA-sequencing

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  5. Title:
    Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin

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    Early evolution of gene regulation in the animal kingdom

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  7. Title:
    Learning the Secrets of Sequences with Variational Autoencoders

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    A Multi-Species Functional Embedding Integrating Sequence and Network Structure

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  9. Title:
    Molecular archaeology of cancer

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  10. Title:
    Cancer evolution: Order matters

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  11. Title:
    Why don't tumour copy number reconstruction methods agree?

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  12. Title:
    Integrative analysis of point mutation and structural variation signatures in human cancer genomes

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  13. Title:
    Mutation and selection in cancer

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    Real time tracking of CNVs in evolving populations

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  15. Title:
    Detecting molecular interactions between tissues in breast cancer

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  16. Title:
    On the Global Dynamics of Mathematical Models and Orthogonal Fitting

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  17. Title:
    A general framework for variable selection in linear mixed models, with applications to genetic studies with structured populations

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  18. Title:
    Genome-wide models for heritability and prediction

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  19. Title:
    Mapping the genetic structure of pleiotropy from routine healthcare data

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  20. Title:
    Learning the sequence to structure map

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