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Applying Deep Learning Architectures to de novo Molecular Drug Design
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Dr Ola Engkvist, AstraZeneca, outlines how deep learning architectures are being applied to drug discovery.

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How Deep Learning Architectures Have Improved Chemical Reaction Prediction
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Dr Ola Engkvist, AstraZeneca, explains how deep learning architectures improve chemical reaction prediction.

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The Advantages of Machine Learning and Artificial Intelligence in the Drug Discovery Process
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Dr Ola Engkvist, AstraZeneca, explains how the drug discovery process benefits from artificial intelligence and machine learning.

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The World's First Bioelectronic Medicine
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Northwestern University and Washington University School of Medicine researchers have developed the first example of a bioelectronic medicine: an implantable, biodegradable wireless device that speeds nerve regeneration and improves healing of a damaged nerve. Their device delivered pulses of electricity to damaged nerves in rats after a surgical repair process, accelerating the regrowth of nerves and enhancing the recovery of muscle strength and control. The device is the size of a dime and the thickness of a sheet of paper and dissolves in the body after about two weeks.

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Why is Cell-by-Cell Analysis Important?
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Considerable heterogeneity exists in even the simplest of cell systems. Watch this video to learn why cell-by-cell analysis is important.

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Incredible DNA Animations
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Check out the action going on inside a cell's nucleus.

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The Lab of the Future
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What will the lab of the future look like? This demonstration on the laboratory of the future portrays the benefits achievable by means of digital processes, automation and robotics, integrated functional surfaces, and modular lab design.

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MRI-algorithm Can Identify Suicidal Thoughts
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An innovative and promising approach has been developed to identify suicidal individuals by analyzing alterations in how their brains represent certain concepts, such as death, cruelty and trouble.

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Getting Submarines Talking to Airplanes
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Until recently, there has never been a way to send communication signals between air and water. Fadel Adib and Francesco Tonolini of MIT Media Lab, have developed a way to connect these seemingly dissonant mediums.

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Tracking Animal Movement with Deep Learning
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Animal behavior and movement can be followed and tracked with human-level accuracy by a new deep learning algorithm. This technique doesn't require tracking markers or arduous manual analysis. In this video, we see the algorithm track a mouse as it sniffs out an odor.



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