Research talk: Decrypting the secret of gene regulation with AI
- Pan Deng | Microsoft Research Asia
- Microsoft Research Summit 2021 | Health & Life Sciences: Discovery
Gene regulation leads to the creation of different cell types that contain different gene expression profiles from the same genome sequence. This process is essential for cellular differentiation, morphogenesis, and normal functioning of tissues. Despite increasing experimental data indicating gene regulation activities, we are still unaware of the fundamental rules driving temporal-spatial gene regulation programs, partially because we lack the appropriate tools. In this session, discover how we leverage computational power and deep learning techniques to decrypt the secret of gene regulation from the accumulating biological data.
Learn more about the 2021 Microsoft Research Summit: https://Aka.ms/researchsummit (opens in new tab)
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Pan Deng
Senior Researcher
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Health & Life Sciences: Discovery
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Opening remarks: Health & Life Sciences - Discovery
- Junaid Bajwa
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Research talk: AI for drug discovery
- Tong Wang,
- Yingce Xia
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Research talk: AI in medical imaging: What’s next?
- Matthew Lungren
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Tutorial: Accelerating research with the InnerEye medical imaging toolbox and Azure machine learning
- Anton Schwaighofer,
- Michael Hansen
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Fireside chat: Emergent innovation
- Junaid Bajwa,
- Noubar Afeyan
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Fireside chat: The future of medicines and innovation
- Junaid Bajwa,
- Mike Rosenblatt
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Panel: Experiments, models, inference and algorithms: Learning from experts who do it all
- Kristen Severson,
- Ava Soleimany,
- Fei Chen
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Closing remarks: Health & Life Sciences - Discovery
- Kathleen Sullivan
