Biomarker Discovery in Personalized Medicine
- Raymond Ng | University of British Columbia
Personalized medicine has been hailed as one of the main frontiers for medical research in this century. In the first half of the talk, we will give an overview on our projects that use gene expression, proteomics, DNA and clinical features for biomarker discovery. In the second half of the talk, we will describe some of the challenges involved in biomarker discovery. One of the challenges is the lack of quality assessment tools for data generated by ever-evolving genomics platforms. We will conclude the talk by giving an overview of some of the techniques we have developed on data cleansing and pre-processing.
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Arnd Christian König
Principal Researcher
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Series: Microsoft Research Talks
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Decoding the Human Brain – A Neurosurgeon’s Experience
- Dr. Pascal O. Zinn
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Challenges in Evolving a Successful Database Product (SQL Server) to a Cloud Service (SQL Azure)
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- Phil Bernstein
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Improving text prediction accuracy using neurophysiology
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Tongue-Gesture Recognition in Head-Mounted Displays
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DIABLo: a Deep Individual-Agnostic Binaural Localizer
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Audio-based Toxic Language Detection
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From SqueezeNet to SqueezeBERT: Developing Efficient Deep Neural Networks
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Hope Speech and Help Speech: Surfacing Positivity Amidst Hate
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Towards Mainstream Brain-Computer Interfaces (BCIs)
- Brendan Allison
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Learning Structured Models for Safe Robot Control
- Subramanian Ramamoorthy
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