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AI matches doctors in mapping lung tumors for radiation therapy

In radiation therapy, precision can save lives. Oncologists must carefully map the size and location of a tumor before delivering high-dose radiation to destroy cancer cells while sparing healthy tissue. But this process, called tumor segmentation, is still done manually, takes time, varies between doctors—and can lead to critical tumor areas being overlooked.

Now, a team of Northwestern Medicine scientists has developed an AI tool called iSeg that not only matches doctors in accurately outlining on CT scans but can also identify areas that some doctors may miss, reports a large new study.

Unlike earlier AI tools that focused on static images, iSeg is the first 3D deep learning tool shown to segment tumors as they move with each breath—a critical factor in planning , which half of all cancer patients in the U.S. receive during their illness.

You’re Not Imagining It. People Actually Are Starting To Talk Like ChatGPT

Basically put, the researchers found that the more people use AIs, the more they tend to use the AIs’ favorite words in their own speech.

TechRadar’s Eric Hal Schwartz made a good point, though, that other examples of widely popular, technology-driven platforms have worked their way into commonly spoken English, such as saying “hashtag” before a word or phrase to hint at… well, almost anything.

Thank Twitter for that. When somebody would do so, it was almost always tongue-in-cheek and self aware. There was a nod to its own cringiness that meant the one saying it was in on the joke.

How a common herpes virus evades the immune system: Study tackles a leading cause of birth defects

New research from the University of Pittsburgh School of Medicine and La Jolla Institute for Immunology, published today in Nature Microbiology, reveals an opportunity for developing a therapy against cytomegalovirus (CMV), the leading infectious cause of birth defects in the United States.

Researchers discovered a previously unappreciated mechanism by which CMV, a that infects the majority of the world’s adult population, enters cells that line the blood vessels and contributes to vascular disease. In addition to using molecular machinery that is shared by all herpes viruses, CMV employs another molecular “key” that allows the virus to sneak through a side door and evade the body’s natural immune defenses.

The finding might explain why efforts to develop prophylactic treatments against CMV have, so far, been unsuccessful. This research also highlights a new potential avenue for the development of future and suggests that other viruses of the herpes family, such as Epstein-Barr and chickenpox, could use similar molecular structures to spread from one infected cell to the next while avoiding immune detection.

Individual neurons in amygdala and hippocampus encode visual features that help recognize faces, study finds

Humans are innately capable of recognizing other people they have seen before. This capability ultimately allows them to build meaningful social connections, develop their sense of identity, better cooperate with others, and identify individuals who could pose a risk to their safety.

Several past studies rooted in neuroscience, psychology and have tried to shed light on the neural processes underlying the ability to encode other people’s identities. Most findings collected so far suggest that the identity of others is encoded by neurons in the and hippocampus, two known to support the processing of emotions and the encoding of memories, respectively.

Based on evidence collected in the past, researchers have concluded that neurons in these two brain regions respond in specific ways when we meet a person we are acquainted with, irrespective of visual features (i.e., how their face looks). A recent paper published in Nature Human Behaviour, however, suggests that this might not be the case, and that in the amygdala encode and represent , ultimately supporting the identification of others.

Quantum Entanglement: The “Spooky” Glue Uniting Qubits and Beyond

From enabling quantum supercomputers to securing communications and teleporting quantum states, entanglement is the thread weaving through all of quantum technology. What once struck Einstein as a paradox is today routinely observed and harnessed in labs – the “spooky action” has become a practical tool. We have learned that entanglement is not some esoteric fringe effect; it’s a concrete physical resource, much like energy or information, that can be exploited to do tasks that are otherwise impossible. Its special correlations allow quantum computers to perform massively parallel computations in a single wavefunction, allow cryptographers to detect eavesdroppers with absolute certainty, and allow quantum states to be transmitted without moving a physical carrier.

Yet, there is still much to master. Entangling a handful of qubits is easy; doing so with thousands or millions – while keeping them error-corrected – remains a grand challenge. As we push the number of entangled particles higher, we are essentially scaling up new forms of matter (entangled states) that have no counterpart in classical physics. In 2022, a 12-qubit entangled state might be a small quantum circuit; by 2035, we could be operating machines where 1,000 qubits are all entangled in complex ways, delivering computational feats far beyond today’s reach. On the communications front, nascent quantum networks are entangling nodes over city-scale distances, working toward a future quantum internet that could interconnect quantum computers or enable clock synchronization and sensing with unprecedented precision. Each improvement in generating high-quality entanglement over distance inches us closer to unhackable global communication links.

Entanglement also raises philosophical questions about the nature of reality – it blurs the boundary between “separate” objects and challenges our intuitions of locality. But from an engineer’s perspective, entanglement is also just another phenomenon to be tamed and utilized. The narrative of quantum technology is one of turning quantum quirks into quantum capabilities. Where classical engineers use wires and signals, quantum engineers use entanglement and superposition. It’s telling that entanglement is often called the “essence” or “cornerstone” of quantum mechanics – crack it, and you unlock a whole new paradigm of information processing.

Why cats prefer to sleep on their left side may be part of a survival strategy

An international research team that analyzed several hundred YouTube videos of sleeping cats found that they prefer to sleep on their left side. The researchers see this bias as an evolutionary advantage because it favors hunting and escape behavior after waking up.

Self-aggregating long-acting injectable microcrystals

This study reports on self-aggregating injectable microcrystals for administering long-acting drug implants via low-profile needles, a key factor in patient adoption. Microcrystal self-aggregation is engineered through a solvent exchange process to form depots with minimal polymer excipient, demonstrating enhanced long-term release of a model contraceptive drug in rodents.