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Using machine learning and big data in academic medicine

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  • 2025-07-31 20:00 event
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Using machine learning and big data in academic medicine
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.

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.

892. Fearing Medicaid coverage loss, some parents rush to vaccinate their kids

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For two decades, Washington, D.C., pediatrician Lanre Falusi has counseled parents about vaccine safety, side effects, and timing. But this year, she said, the conversations have changed.

893. Cosmetic surgeries led to disfiguring injuries, patients allege

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A few days after a harrowing cosmetic surgery procedure, Erin Schaeffer said, she woke up with fluid leaking from an open wound in her stomach.

894. Research finds psychological stress can lead to heart disease and stroke

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New Swinburne research has found that psychological stress may lead to higher blood pressure and therefore increase the risk of heart disease and stroke.

895. Global dementia research must reflect global diversity

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A major international research effort led by UNSW's Center for Healthy Brain Aging (CHeBA) is reshaping our understanding of dementia by addressing a longstanding gap in global health equity.

896. Mouse diet could be messing with imaging accuracy

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An innovative new study from researchers at the Center for Healthy Brain Aging (CHeBA), UNSW Sydney, reveals that something as simple as a mouse's dinner could be distorting critical preclinical imaging results.

897. Simple solution to save lives globally: Low-cost 'SimpleSilo' offers hope for babies with gastroschisis

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In low-resource settings, babies born with gastroschisis—a congenital condition in which the developing intestines extend outside the body through a hole in the abdominal wall—face life-threatening challenges.

898. Synthetic torpor offers potential to redefine medicine, say researchers

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Nature is often the best model for science. For nearly a century, scientists have been trying to recreate the ability of some mammals and birds to survive extreme environmental conditions for brief or extended periods by going into torpor, when their body temperature and metabolic rate drop, allowing them to preserve energy and heat.

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