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Synthetic data boosts gait analysis: AI trained on simulations rivals existing models

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  • 2025-07-31 20:42 event
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Synthetic data boosts gait analysis: AI trained on simulations rivals existing models
Gait assessment is critical for diagnosing and monitoring neurological disorders, yet current clinical standards remain largely subjective and qualitative. Recent advances in AI have enabled more quantitative and accessible gait analysis using widely available sensors such as smartphone cameras.

873. Saliva testing may reveal early signs of diabetes and obesity

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Measuring elevated levels of insulin in the blood, called hyperinsulinemia, is a proven way to measure metabolic health and can show the risk of developing future health concerns, including type 2 diabetes, obesity and heart disease.

874. Stronger policy, improved recovery: Closing gaps in stroke rehabilitation could improve lives

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Stroke remains a leading cause of long-term disability in the United States, and while treatments have advanced, systems designed to support stroke survivors in recovery continue to fall short of the needs of patients. A new policy statement from the American Heart Association, a relentless force changing the future of health for everyone everywhere, highlights major gaps in U.S stroke rehabilitation and identifies needed improvements in public policies and performance measures to incentivize optimal patient care. The policy statement was published today in Stroke.

875. More than two in five young Australians are lonely, our new report shows. This is what could help

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Loneliness is not a word often associated with young people. We tend to think of our youth as a time spent with family, friends and being engaged with school and work activities. Loneliness is an experience we may be more likely to associate with older people.

876. Immunoglobulin replacement therapy shows no reduction in serious infections for chronic lymphocytic leukemia

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In patients with chronic lymphocytic leukemia (CLL), regular treatment with immunoglobulin replacement therapy was not associated with a reduced risk of serious infections requiring hospitalization, according to a study published in Blood Advances.

877. Kids need to floss too, even their baby teeth. But how do you actually get them to do it?

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A survey from the Australian Dental Association out this week shows about 3 in 4 children never floss their teeth, or have adults do it for them. Many of the survey respondents thought it wasn't worthwhile for baby teeth.

878. Sucralose artificial sweetener could make cancer treatment less effective

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Sucralose is a popular sugar substitute for people who are cutting calories or managing blood sugar levels, but new research by the University of Pittsburgh and UPMC Hillman Cancer Center suggests that the artificial sweetener may not be the best choice for patients undergoing cancer immunotherapy.

879. More expectant moms in Australia are accessing prenatal care

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More expectant mothers are accessing prenatal care, according to new data and long-term trends that paint a picture of the health and birth outcomes of mothers and babies in Australia.

880. National drug trial shows early promise for treatment of rare blood cancer

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Encouraging early results from a SAHMRI-led clinical trial offer new hope to people diagnosed with chronic myelomonocytic leukemia (CMML), a rare and aggressive form of blood cancer.

881. Using a fan can make older adults hotter in a dry heat

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Montreal Heart Institute-led research has found that older adults using an electric fan at 38 °C and 60% relative humidity experienced a modest fall in core temperature and greater comfort. Fan use at 45 °C and 15% relative humidity raised core temperature and increased discomfort.

882. Synthetic data boosts gait analysis: AI trained on simulations rivals existing models

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Gait assessment is critical for diagnosing and monitoring neurological disorders, yet current clinical standards remain largely subjective and qualitative. Recent advances in AI have enabled more quantitative and accessible gait analysis using widely available sensors such as smartphone cameras.

883. Muscle over mass could be the key to police recruit success

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New research from Edith Cowan University (ECU) has shown age might just be a number when it comes to police recruit physical performance. This research demonstrated that factors such as body composition play a greater role in physical performance than how many birthdays you have had.

884. The outdoors is calling—head outside to reduce stroke risk

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Fresh air, sunshine and time outdoors are some of the best parts of summer. But as people head outside to enjoy the good weather and get active, they're doing more than just having fun—they're also lowering their stroke risk.

885. How hot is too hot for health? ER doctor shares heat-related red flags

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As summer temperatures soar, so do cases of heat-related illness.

886. Study highlights psychological factors in cardiovascular health

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Research from the Regenstrief Institute and the Indiana University School of Medicine highlights a strong connection between psychological health and cardiovascular well-being, with an important focus on racial differences.

887. Preterm birth linked to higher blood pressure and anxiety in adults

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A University of Rhode Island-led cohort study links preterm index of cumulative medical risk from birth to year 12 to adult disorders at age 35.

888. Racial differences seen in prostate cancer care quality

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Black men with newly diagnosed prostate cancer have lower odds of overtreatment and confirmatory testing when compared with white men, according to a research letter published online in JAMA Network Open.

889. Using machine learning and big data in academic medicine

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Two new studies from the Department of Computational Biomedicine at Cedars-Sinai are advancing what we know about using machine learning and big data to improve health care and medical research. Both studies were published in the peer-reviewed journal Patterns.

890. Trump voters wanted relief from medical bills: For millions, the bills are about to get bigger

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President Donald Trump rode to reelection last fall on voter concerns about prices. But as his administration pares back federal rules and programs designed to protect patients from the high cost of health care, Trump risks pushing more Americans into debt, further straining family budgets already stressed by medical bills.

891. Healthy diet patterns associated with reduced risk of type 2 diabetes regardless of ethnicity

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A large new meta-analysis of more than 800,000 participants to be presented at the Annual Meeting of the European Association for the Study of Diabetes (EASD) in Vienna, Austria (15–19 September), shows that high adherence to three well-established healthy eating patterns is linked to a lower risk of type 2 diabetes, regardless of one's ethnicity.

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