informatics – TechConnect Briefs

Machine Learning for Automated Hepatic Fat Quantification

Sagreiya H., Akhbardeh A., Durot I., Rubin D.L., University of Pennsylvania, US

Nonalcoholic fatty liver disease is a global pandemic. This study investigated whether ultrasound point shear wave elastography measurements could predict hepatic fat quantification using a machine larning (ML) algorithm trained with fat quantification on MRI. [...]

Information-Theoretic Estimates of Classical and Quantum Communication and Processing at Nanoscale

Lyshevski S.E., Reznik L., Rochester Institute of Technology, US

Nanotechnology resulted in new communication and processing paradigms. While conventional communication, computing and processing are supported by nanoscaled digital systems, quantum-centric computing, communication and processing are emerged. This paper reports fundamental, applied and experimental multidisciplinary [...]

Learning from an Informatics Approach Applied to Materials Design

Poleski J., Krein M., Barto R., Lockheed Martin, US

Nanomaterials will significantly impact commercial and military applications when context and understanding of their vast design and property space is achieved. Identifying the design parameters of important materials is one of the first steps in [...]

Genomics and Proteomics: Information-Theoretic Analysis in Frequency Domain

Lyshevski S.E., Krueger F., Rochester Institute of Technology, US

We perform the frequency-domain analysis to examine large-scale genomic and proteomics data. This ensures qualitative and quantitative coherency.

Nanoinformatics: Emerging Computational Tools in Nano-scale Research

Ruping K., Sherman B.W., Fellow, MIT, US

Over the past several years basic research across several disciplines has revealed the promise of nanotechnology as an applied science in a wide range of industries. This progress has attracted the attention of government granting [...]