Publications | February 5, 2019

Network Tomography for Understanding Phenotypic Presentations in Aortic Stenosis

BY The Sensa Team

Aortic stenosis (AS) is the most common valvular lesion, with >1 in 8 individuals aged 75 years and older having moderate or severe AS. The disease starts as focal leaflet thickening with calcification and gradually…

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Additional Resources

Model Artificial Intelligence Governance Framework Second Edition

In 2019, the world saw significant advances in the sophistication and pervasive use of artificial intelligence (“AI”). For instance, we witnessed the emergence of next-generation AI-powered natural text generators like…

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Topological Scoring of Protein Interaction Networks

It remains a significant challenge to define individual protein associations within networks where an individual protein can directly interact with other proteins and/or be part of large complexes, which contain functional…

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A look at the topology of convolutional neural networks

The problem of understanding how convolutional neural nets (CNN’s) work and learn is one of the fundamental problems in machine learning. It is important to study both the weights and the activations, as these roughly…

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