Faster cancer screening? New AI system offers a better way to detect abnormal cells

New AI system offers a faster way to detect abnormal cells
Whole-slide edge tomography. Credit: Nature (2026). DOI: 10.1038/s41586-025-10094-y

One way cancer specialists detect the disease is by examining cells and bodily fluids under a microscope, a time-consuming and labor-intensive process called cytology. It involves visually inspecting tens of thousands to one million cells per slide for subtle 3D morphological changes that might signal the onset of cancer. But AI offers an approach that is potentially faster and more accurate.

In a new study published in the journal Nature, researchers demonstrate an AI-powered 3D scanning system that can automatically sort through samples and identify abnormal cells with performance approaching that of human experts.

Building digital models
The team developed a system called Whole-Slide Edge Tomo...

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Hair-width LEDs could eventually replace lasers

Roark Chao in lab
Doctoral student Roark Chao researches microLEDs at UC Santa Barbara, Photo Credit Matt Perko

LEDs no wider than a human hair could soon take on work traditionally handled by lasers, from moving data inside server racks to powering next-generation displays. New research co-authored by UC Santa Barbara doctoral student Roark Chao points to a practical path forward. The study is published in the journal Optics Express.

“We’re talking about devices that are literally the size of a hair follicle,” said Chao, who studies electrical engineering. “If you can engineer how the light comes out, those microLEDs can start to replace lasers in short-distance data communication.”

The work builds on UCSB’s longstanding strengths in gallium nitride research and optoelectronics...

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Jupiter’s Galilean moons may have gained life’s building blocks at birth

SwRI, collaborators offer new insights into potential for life in Jovian system

Southwest Research Institute was part of an international team that demonstrated how complex organic molecules (COMs), key chemical precursors to life, could have been incorporated into Jupiter’s Galilean moons during their formation. The team’s findings have resulted in complementary studies published in The Planetary Science Journal and Monthly Notices of the Royal Astronomical Society, offering new insights into the potential for life in the Jovian system.

How complex organics can form
Carbon-rich compounds containing oxygen, nitrogen and other elements are necessary for living matter to form...

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Your gut microbes can be anti-aging—scientists are uncovering how to keep your microbiome youthful

People have long given up on the search for the Fountain of Youth, a mythical spring that could reverse aging. But for some scientists, the hunt has not ended—it’s just moved to a different place. These modern-day Ponce de Leóns are investigating whether gut microbes hold the secret to aging well.

The gut microbiome refers to the vast collection of microscopic organisms—bacteria, fungi, and viruses—that largely inhabit the colon. These microbes aid in digestion and produce molecules that affect your physiology and psychology. The composition of the microbiome is influenced by a combination of factors, including genetics, diet, the environment, medications, and age.

I’m a microbiology professor and author of “Pleased to Meet Me: Genes, Germs and the Curious Forces That Mak...

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