We use computers to help us make (hopefully) unbiased decisions. The problem is that machine-learning algorithms do not always make fair classifications, if human bias is embedded in the data used to train them — which is often the case in practice. To ease this "garbage in, garbage out" situation, a research team presented a flexible framework for mitigating bias in machine classification. Their research was published Apr. 8 in Intelligent Computing, a Science Partner Journal. Existing attempts to mitigate classification bias, according to the team, are often held back by their reliance on specific metrics of fairness and predetermined ...

In the nine decades since humans first produced fusion reactions, only a few fusion technologies have demonstrated the ability to make a thermal fusion plasma with electron temperatures hotter than 10 million degrees Celsius, roughly the temperature of the core of the sun. Zap Energy’s unique approach, known as a sheared-flow-stabilized Z pinch, has now joined those rarefied ranks, far exceeding this plasma temperature milestone in a device that is a fraction of the scale of other fusion systems. A new research paper, published this month in Physical ...

WASHINGTON, April 23, 2024 — Neural stimulation is a medical technique used to treat many illnesses affecting the nervous system. It involves applying energy to neurons to encourage them to grow and make connections with their neighbors. Treatments for epilepsy can often include neural stimulation, and similar treatments exist for Parkinson’s disease, chronic pain, and some psychiatric illnesses. In the Journal of Vacuum Science & Technology A, by AIP Publishing, researchers from the University of Minnesota deployed an array of microscopic coils — microcoils — to create ...

WASHINGTON, April 23, 2024 – Oil spills are deadly disasters for ocean ecosystems. They can have lasting impacts on fish and marine mammals for decades and wreak havoc on coastal forests, coral reefs, and the surrounding land. Chemical dispersants are often used to break down oil, but they often increase toxicity in the process. In Applied Physics Letters, by AIP Publishing, researchers from Central South University, Huazhong University of Science and Technology, and Ben-Gurion University of the Negev used laser treatments to transform ordinary ...

About The Study: The findings of this study including 3.9 million children suggest that vaccination against SARS-CoV-2 was associated with significant reductions in COVID-19 incidence and hospitalizations among children in California.  Authors: Justin V. Remais, Ph.D., of the University of California, Berkeley, is the corresponding author.  To access the embargoed study: Visit our For The Media website at this link https://media.jamanetwork.com/  (doi:10.1001/jamanetworkopen.2024.7822) Editor’s Note: Please see the article for additional information, including other authors, author contributions and affiliations, conflict of interest and ...

About The Study: Taste dysfunction as measured objectively was absent one year after exposure to COVID-19 while some smell loss remained in nearly one-third of individuals with this exposure, likely explaining taste complaints of many individuals with post–COVID-19 condition in this study of 340 individuals with and 434 individuals without prior COVID-19. Infection with earlier untyped and Alpha variants was associated with the greatest degree of smell loss.  Authors: Shima T. Moein, M.D., Ph.D., of the University of Pennsylvania ...

Dry Eye Disease (DED) is one of the more common eye diseases, affecting up to 30% of the world’s population. This disease can affect many different types of people and can wind up being a great hindrance to their overall quality of life. Early screening and prognosis is vital to the patient’s progression with the disease. However, this can be difficult. In this study, researchers aim to use artificial intelligence (AI) to aid in early screening and prognosis of DED. Not only can the use of AI make screening more accessible for ...

Neuroscience has entered a new, digital phase. The combination of brain research with supercomputing in large-scale, multi-disciplinary research collaborations has enabled an innovative approach to deciphering the brain, using powerful scientific technologies and data ressources. These developments open up new possibilities for brain research, medicine and technology. A position paper by over 100 authors, now published in the journal Imaging Neuroscience, summarises the current status and identifies ...

OAK BROOK, Ill. – A diverse writing group—lead by authors at the University of Toronto—have developed an approach for radiology departments and practices to reduce their greenhouse gas emissions and become more resilient to the effects of climate change. They outlined their action plan in a Radiology in Focus article, published today in Radiology, a journal of the Radiological Society of North America (RSNA). “Rising greenhouse gas emission levels lead to climate change, extreme weather events and worsening air pollution with downstream adverse health effects,” said lead author Kate Hanneman, M.D., M.P.H., vice chair of research ...

SAN ANTONIO — April 23, 2024 — During this week’s ITS America Conference & Expo, Southwest Research Institute will share its latest intelligent transportation systems (ITS) research designed to integrate connected vehicle data exchanges and artificial intelligence into public transportation infrastructure. “SwRI’s ITS solutions are designed to improve safety for the traveling public using software that helps transportation agencies operate more efficiently,” said Josh Johnson, ...

New York, NY —The American Federation for Aging Research (AFAR) is pleased to announce the second cohort of the Hevolution/AFAR New Investigator Awards in Aging Biology and Geroscience Research, a grant program to enable early-career investigators with labs in the US and Canada to advance research projects in basic biology of aging, as well as geroscience projects that translate advances in basic research on aging biology from the laboratory to the clinic, paving the way for healthspan-expanding therapeutics and treatments. ...

Living beings can evolve to lose biological structures due to potential survival benefits from such losses. For example, certain groups of ray-finned fishes show such regressive evolution—medakas, minnows, puffera, and wrasses do not have a stomach in the gastrointestinal tract, making them agastric or stomachless fishes. However, the specific evolutionary mechanisms underlying the evolution of agastric fishes remains unclear. Studies about Slc26a9—a molecular transporter highly expressed in the stomach of many species—in fishes provided the initial clue. Researchers ...

COLUMBUS, Ohio – Even subtle differences in the wording of social media messages may be enough to sway young people’s beliefs about depression and anxiety and their treatment.   In a new study, researchers found that college students were more optimistic about the possibility of successfully treating mental health problems after they read social media messages conveying what is called a “growth mindset.”   But social media posts written with a “fixed mindset” led young people to feel that depression and anxiety were more stable and innate, and not so easy to treat.   Growth mindset is the belief that a feature, such ...

Electronic devices are getting more and more complex as they are built to carry out an ever-increasing number of functions. This can be seen in the increased functionality in our personal devices such as our phones, tablets and watches, let alone in industrial devices. However, their growing complexity can lead to performance and safety issues. These issues include device overheating or emitting microwaves that can result in health issues and that can reduce a device’s performance and interfere with other devices.   Chinese scientists from Beijing Normal University have been ...

(Boston)—Mycobacterium tuberculosis, the bacteria that causes tuberculosis (TB), is distinct from most germs in its capacity to silently infect individuals for months and even years before waking up and causing active disease that can lead to severe illness and death. The immune system plays an important role in controlling the germ and keeping it dormant.   Decades of epidemiological data have linked undernutrition to TB. While undernourished individuals have blunted immune systems, a phenomenon which has been dubbed nutritionally acquired ...

In the field of aerospace, a high-temperature piezoelectric vibration sensor is one of the few key devices that can be monitored in a high-temperature and harsh environment, so it is particularly urgent to develop high performance high-temperature piezoelectric ceramics as the core component of this kind of sensor. Bi4Ti3O12 (BIT), as one vital type of bismuth layered structure ferroelectrics (BLSFs), has great application prospects in high-temperature environments due to its excellent TC of 675 ℃. However, the volatilization of Bi during the sintering process in BIT-based ceramics leads to the generation of oxygen vacancy ...

Background and Aims Hepatic ischemia-reperfusion injury (HIRI) is a prevalent complication of liver transplantation, partial hepatectomy, and severe infection, necessitating the development of more effective clinical strategies. Receptor activity–modifying protein 1 (RAMP1), a member of the G protein–coupled receptor adapter family, has been implicated in numerous physiological and pathological processes. The study aimed to investigate the pathogenesis of RAMP1 in HIRI.   Methods We established a 70% liver ischemia-reperfusion model in RAMP1 knockout (KO) and wild-type mice. Liver and ...

Thermophilic fungi are chief components of mycoflora in a variety of natural and manmade composting systems, including rotting hay, stored grains, wood mulch, nesting material of birds and animals, municipal refuse, and self-heating accumulated organic matter. Thermophilic fungi are also a potential source of natural products, which complement the metabolite libraries of mesophilic fungi and bacteria.   The research team led by Prof. Dr. Xuemei Niu (State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan University) has been working on the discovery of secondary metabolites in thermophilic fungi and their biological ...

DALLAS, April 23, 2024 — Atrial fibrillation, or AFib, is the most common type of irregular heartbeat, estimated to affect about 12.1 million U.S. adults by 2030.[1] The abnormal firing of electrical impulses causes part of the heart to quiver, or fibrillate, often leading to complications and up to a fivefold increased risk of stroke. ​To help ensure all patients with AFib receive the most appropriate care, the American Heart Association is launching a new effort to educate and engage pharmacists, an important but underrepresented voice in AFib care. This ...

We experience the world and connect with others through social interactions. Engaging in activities, such as conversations, cooperative tasks, and intimate relationships, deeply affect brain activity leading to coordinated neural activity within an individual's brain (intra-brain synchronization) and between the brains of multiple individuals (inter-brain synchronization). Researchers study brain synchronizations to understand the neural processes behind social behaviors. This knowledge can help diagnose and treat conditions like social anxiety and communication-related disorders. However, investigations on brain synchronization ...

Lipids are biomolecules essential for the proper functioning of the living cell, ranging from comprising cell membranes to forming integral components of cell signaling pathways. Plant cells possess cell subcellular structures or organelles called lipid droplets (LDs) in the leaves and seeds, which store excess lipids (fats).  Recent studies have shown that LDs also localize unique plant proteins that perform essential molecular functions. For example, seed LDs localize plant proteins called oleosins, which help seeds weather freezing temperatures and germinate properly. With an expanding body of proof ...

NEW YORK, April 23, 2024 — Single-photon emitters (SPEs) are akin to microscopic lightbulbs that emit only one photon (a quantum of light) at a time. These tiny structures hold immense importance for the development of quantum technology, particularly in applications such as secure communications and high-resolution imaging. However, many materials that contain SPEs are impractical for use in mass manufacturing due to their high cost and the difficulty of integrating them into complex devices. In 2015, scientists discovered SPEs within a material called hexagonal boron nitride (hBN). Since then, hBN has gained widespread attention and ...

Palaeontologists at University College Cork (UCC), Ireland, have solved a hundred-year-old mystery of how some fossil frogs preserve their fleshy parts – it’s all down to their skin.  Palaeontologists Daniel Falk and Prof. Maria McNamara, together with scientists from Ireland, Germany and the UK, studied 45-million-year-old fossil frogs from the Geiseltal site in central Germany. Remarkably, the fossils show full body outlines of the soft tissues. The team discovered that the excellent condition of the fossil frogs is due to preservation of ancient skin remnants.  The team studied the fossils with high-precision ...

Existing drugs studied in patients with rare immune diseases This month the first study within the DRIMID consortium (DRIMID stands for Drug Rediscovery for Rare Immune Mediated Inflammatory Diseases) has started. This study will investigate the efficacy and safety of the drug filgotinib (approved for treatment of rheumatoid arthritis and ulcerative colitis) in three rare immune diseases (Behçet's disease, idiopathic inflammatory myositis, IgG4-related disease). DRIMID aims to investigate whether this drug - despite the absence of formal ...

A new study conducted by researchers at Loma Linda University Children’s Health has shed light on the alarming rates of pediatric injuries resulting from mechanical bull riding. The study, titled "Mechanical Bull Injuries in Pediatric Patients: A Call for Safety Regulations," highlights the urgent need for enhanced safety measures and regulations. The findings were published in the journal Children's Health Care and revealed that mechanical bull riding poses a significant risk to children, with traumatic brain injuries being the most common outcome.  “Mechanical bulls, even when ...