Low-dose CT chest scans could help detect pneumonia in at-risk patients while exposing them to only small amounts of radiation, a new study has found. The research, published in Radiology: Cardiothoracic Imaging, shows that ultra-low-dose scans can effectively detect pneumonia in patients with compromised immune systems, enabling doctors to treat the infection before it becomes life-threatening. According to the researchers, these scans expose patients to just 2% of the radiation dose used in a standard CT scan.

"This study paves the way for safer, AI-driven imaging that reduces radiation exposure while preserving diagnostic accuracy,” lead researcher Dr Maximiliano Klug, a radiologist with the Sheba Medical Center in Ramat Gan, Israel, said in a news release. He added that CT scans are the gold standard for detecting pneumonia but there are concerns regarding the risk posed by repeated exposure to radiation. There is a solution- ultra-low-dose CT scan. However, the problem is that these scans can be grainy and hard to read, researchers said.

Study Gives Solution To This

To overcome that, Klug's team developed an AI program that could help "de-noise" low-dose scans, making them sharper and easier to read. Between September 2020 and December 2022, 54 patients with compromised immune systems who had fevers underwent a pair of chest CT scans -- a normal dose scan and an ultra-low-dose scan. The AI program cleaned up the low-dose scan, and then both sets of images were given to a pair of radiologists for assessment. Radiologists had 100% accuracy in detecting pneumonia and other lung problems with the AI-cleaned low-dose scans, but 91% to 98% accuracy in examining the scans that hadn’t been improved through AI, results show.

"This pilot study identified infection with a fraction of the radiation dose," Klug said. "This approach could drive larger studies and ultimately reshape clinical guidelines, making denoised ultra-low dose CT the new standard for young immunocompromised patients.

How Can You Detect Pneumonia?

Pneumonia is a lung infection that causes the air sacs in the lungs to fill with fluid or pus and can be caused by bacteria, viruses, or fungi. The symptoms can range from milk to severe, which includes:

Coughing with or without cough

Fever

Chills

Trouble breathing

Chest pain, especially when breathing deeply or coughing

Sweating or chills

Rapid heart rate

Loss of appetite

Bluish skin, lips, and nails

Confusion.

How to detect Pneumonia in coughing newborns and toddlers?

Pneumonia can severely affect newborns and young children as their lungs are comparatively more sensitive. As per Dr Goyal, young children can cough for various reasons including seasonal infections and tonsillitis, which is very common in this age group. But if they look visibly irritable and have poor sleep patterns, then parents must reach out to an expert. "I am not saying that parents must visit a hospital but any local paediatrician would be able to detect pneumonia in your kid.

Your eyes may explain a lot about how your brain handles attention. A new Indian study suggests that tiny fluctuations in the pupils may provide a physiological clue to attention related differences in children with ADHD.

Researchers from the Indraprastha Institute of Information Technology Delhi analysed eye-tracking data from 50 children aged 10 to 12, including 28 children with combined-type ADHD and 22 without a neurodevelopmental diagnosis. These findings were published in Scientific Reports.

Instead of just looking at the size of the pupils, researchers examined how pupil responses shifted from one trial to another while children performed a working-memory task.

What ADHD-Related Clues Do Pupils Hold?

During the experiment, children watched dots appear on a grid and had to remember their positions while ignoring distractions. An eye tracker recorded their pupil diameter 1,000 times per second.

After accounting for age, IQ and memory-task difficulty, the researchers estimated that unmedicated children with ADHD had about 23% greater trial-to-trial variability in their pupil responses than children in the control group.

Among the unmedicated children with ADHD, greater pupil variability was also associated with poorer accuracy on the task.

The pattern was, however, more complicated. Within individual trials, pupil variability was actually lower in the ADHD group. This suggests that different measures of pupil dynamics may capture different aspects of attention and brain activity.

Also read: Increased Screen Timings Have Lead to ADHD: Key Symptoms

Effect Of ADHD Medication On The Pattern

The researchers also looked at 17 children with ADHD who completed the task both after taking their usual methylphenidate medication and after stopping it for 24 hours.

When the children were taking medication, their pupils showed a stronger response during the task and less variation between trials. Their overall pupil-response pattern also became more similar to that of the control group. But the researchers caution against interpreting this as proof that medication normalising attention span.

Methylphenidate can itself influence physiological systems that affect pupil size, meaning the study could not completely separate the drug's direct effects on the pupils from changes related to attention.

Also read: Using AI Apps To Manage ADHD? How They Can Help And Why Experts Urge Caution

Can A Pupil Test Diagnose ADHD?

There is no single biological test for ADHD currently. Diagnosis involves clinical assessment, developmental history and behavioural symptoms across different settings and circumstances.

The study itself has several limitations. For instance, it was based on a small sample, used existing eye-tracking data and involved a controlled laboratory task rather than everyday environments like classrooms.

Although the statistical model found greater trial-to-trial pupil variability, the direct participant-level difference between the ADHD and control groups did not remain statistically significant after correction for multiple comparisons.

The researchers therefore describe pupil dynamics as a useful source of additional physiological information, rather than a diagnostic test.

First author Saumya Yadav said, "It is still too early to consider pupil measurements as a clinical diagnostic tool.”

Larger studies will need to determine whether these pupil patterns can reliably distinguish ADHD from other conditions and whether they remain consistent outside laboratory settings.

A recent AI analysis of more than 400,000 Reddit posts about popular GLP-1 drugs like Ozempic, Wegovy, Mounjaro and Zepbound revealed several side effects that researchers may not have fully recorded in clinical trials.

The study, published in Nature Health, analysed 410,198 Reddit posts from May 2019 through June 2025. Researchers identified 67,008 people who self-reported using semaglutide or tirzepatide, with 43.5% reporting at least one side effect.

The findings do not prove that the drugs caused the symptoms. Instead, they did identify patterns in patients' own accounts that may need further investigation.

What Side Effects Did The AI Find?

As expected, the analysis found gastrointestinal symptoms in majority. Among GLP-1 users who reported side effects, the most common were:

• Nausea: 36.9%
• Fatigue: 16.7%
• Vomiting: 16.3%
• Constipation: 15.3%
• Diarrhoea: 12.6%

Researchers also found abdominal pain, reduced appetite, acid reflux, bloating, headache and dizziness among commonly reported symptoms.

But two groups of symptoms stood out as they may be less represented in existing clinical-trial data and drug information. They are reproductive symptoms and complaints associated with temperature.

Nearly 4% of people who reported side effects described reproductive symptoms, including irregular menstrual cycles, bleeding between periods and heavy bleeding.

GLP-1 drug users also described chills, feeling unusually cold, hot flashes and fever-like sensations.

Also read: GLP-1 Drugs Mounjaro, Zepbound Show Promise For 1 Billion With Sleep Apnea

Effects Of Ozempic Or Mounjaro On Menstrual Cycles

The study was based on self-reported social-media posts, so researchers cannot establish whether semaglutide or tirzepatide directly caused menstrual changes, chills or hot flashes.

Other factors may also influence these symptoms. People taking GLP-1 drugs may experience substantial weight loss, changes in food intake, metabolic changes or other health changes that could effect these symptoms.

The researchers therefore describe these findings as safety signals, rather than confirmed adverse effects.

Also read: Are GLP-1 Drugs Actually Changing Asthma Biology, Or Are People Simply Having Fewer Attack Due To Weight Loss?

Reliability Of Reddit Analysis

Clinical trials help in determining whether a medication is effective. They also help in identifying its potential side-effects. But once millions of people begin using a drug, patients may describe symptoms in everyday settings that were uncommon or not specifically investigated during trials.

Reddit provides researchers with a huge data collection of real-world experiences. AI can quickly scan hundreds of thousands of posts for recurring symptom patterns that would be extremely difficult to identify manually.

However, Reddit users are not representative of all people taking GLP-1 drugs. The researchers noted that the population studied was younger, more likely to be male and disproportionately based in the US.

The study does not provide evidence that people should stop Ozempic, Mounjaro or other GLP-1 medications. Instead, it shows how AI-assisted analysis of patient experiences could help in addition to traditional drug-safety trials and monitoring.

Common symptoms of GLP-1 medications remain nausea, vomiting, diarrhoea and constipation as they are backed by extensive research and clinical trials.

The newly highlighted symptoms, particularly menstrual and temperature-related changes, need clinical research to determine whether they are genuinely caused by the drugs.

Globally renowned beauty and haircare brand L’Oréal is in the midst of a new legal battle in the US over allegations that it did not warn consumers possible potential cancer risks linked with its chemical hair-relaxer products.

Arizona Attorney General Kris Mayes filed a consumer fraud lawsuit against L’Oréal USA, its parent company and SoftSheen, accusing the companies of selling chemical hair relaxers without disclosing alleged links to ovarian and uterine cancers. Arizona is the first US state to bring such a lawsuit against L’Oréal over the products.

The lawsuit alleges that the products were primarily marketed to African American women and, in some cases, children.

The state is seeking damages and penalties, including warnings if the brand wants to keep selling the products.

What Is The Concern With Hair Relaxers?

Chemical hair relaxers are highly alkaline products designed to permanently straighten textured hair. They work by breaking and reforming the disulfide bonds in keratin, which gives hair its natural shape.

According to the Arizona lawsuit, some chemical relaxer products contain substances including phthalates, parabens, and other chemicals classified as probable carcinogens.

The complaint states that repeated use can increase exposure as these products are applied directly onto the scalp.

However, the presence of a potentially hazardous chemical does not establish that using a particular product will cause cancer. Cancer risk depends on factors including the substance, dose, duration, and route of exposure.

Also read: Prostate Cancer: What's Fact, What's Fiction

Earlier Study Flags Same Concerns

The legal action follows years of scientific research that examined links between chemical hair relaxers and cancers related to hormones.

A 2022 study from the US National Institutes of Health found that women who reported frequent use of chemical hair-straightening products had more than twice the risk of developing uterine cancer compared with women who did not use them frequently.

The researchers, however, found an association, not proof that hair relaxers directly caused these cancers.

Other research has also investigated possible links with ovarian and breast cancers, adding to concerns about repeated exposure to chemicals may cause serious health conditions.

Also read: Beyond Vaccines And Nutrition: Why Childhood Cancer Needs A Wider Conversation

What Does L’Oréal Say?

According to Reuters, L’Oréal has rejected the allegations. A spokesperson for L’Oréal USA said that the company is confident in the safety of its products and considers that the claims lack legal and scientific merit.

The company said, “L’Oréal’s highest priority is the health and well-being of all our consumers. Our products are subject to a rigorous scientific evaluation of their safety by experts who also ensure that we strictly follow all regulations in every market in which we operate. We are confident in the safety of SoftSheen-Carson’s products and believe the allegations made in this lawsuit have neither legal nor scientific merit.”

L’Oréal also disputes the research underlying the litigation, saying the study cited by plaintiffs did not establish a causal connection between hair-relaxer use and the alleged health conditions and called for further research.

The Arizona lawsuit comes amid more than 12,000 similar lawsuits consolidated in a federal multidistrict litigation in Chicago involving L’Oréal, Revlon and other manufacturers. Trials in that litigation may start in 2027.

The current evidence does not mean that everyone who has used a chemical hair relaxer will develop cancer.

But repeated use is an area of ongoing scientific investigation. People who use these products can reduce unnecessary exposure by following product instructions carefully, avoiding application to irritated or damaged skin, and considering less frequent use or non-chemical alternatives.