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Deep learning, subtraction technique optimal for coronary stent evaluation by CTA

A study published in the American Journal of Roentgenology found that combining deep-learning reconstruction with a subtraction technique yielded optimal diagnostic performance for detecting in-stent restenosis by coronary CT angiography. This approach reduced radiation exposure while maintaining high image quality.

SourceAmerican Roentgen Ray Society·JournalAmerican Journal of Roentgenology·TypeImaging analysis·DateAug 10, 2022

Quantum dot white LEDs achieve record efficiency

Researchers have developed nanomaterial-based white LEDs with a record luminous efficiency of 105 lumens per watt, promising a promising energy-efficient lighting source for homes and offices. The new LEDs use commercially available blue LEDs combined with flexible lenses filled with quantum dots to create white light.

SourceOptica·JournalOptica·DateJul 12, 2018

Shaping lumens by force

A team of scientists from Singapore and France has revealed the underlying mechanism for the formation and growth of epithelial tubes. They found that the shape and size of these tubes are governed by mechanical forces arising from cell interaction with the extracellular matrix, influencing lumen morphology and elongation direction.

SourceNational University of Singapore·JournalNature Cell Biology·DateFeb 23, 2016