Articles tagged with Data Analysis
Comprehensive exploration of living organisms, biological systems, and life processes across all scales from molecules to ecosystems. Encompasses cutting-edge research in biology, genetics, molecular biology, ecology, biochemistry, microbiology, botany, zoology, evolutionary biology, genomics, and biotechnology. Investigates cellular mechanisms, organism development, genetic inheritance, biodiversity conservation, metabolic processes, protein synthesis, DNA sequencing, CRISPR gene editing, stem cell research, and the fundamental principles governing all forms of life on Earth.
Comprehensive medical research, clinical studies, and healthcare sciences focused on disease prevention, diagnosis, and treatment. Encompasses clinical medicine, public health, pharmacology, epidemiology, medical specialties, disease mechanisms, therapeutic interventions, healthcare innovation, precision medicine, telemedicine, medical devices, drug development, clinical trials, patient care, mental health, nutrition science, health policy, and the application of medical science to improve human health, wellbeing, and quality of life across diverse populations.
Comprehensive investigation of human society, behavior, relationships, and social structures through systematic research and analysis. Encompasses psychology, sociology, anthropology, economics, political science, linguistics, education, demography, communications, and social research methodologies. Examines human cognition, social interactions, cultural phenomena, economic systems, political institutions, language and communication, educational processes, population dynamics, and the complex social, cultural, economic, and political forces shaping human societies, communities, and civilizations throughout history and across the contemporary world.
Fundamental study of the non-living natural world, matter, energy, and physical phenomena governing the universe. Encompasses physics, chemistry, earth sciences, atmospheric sciences, oceanography, materials science, and the investigation of physical laws, chemical reactions, geological processes, climate systems, and planetary dynamics. Explores everything from subatomic particles and quantum mechanics to planetary systems and cosmic phenomena, including energy transformations, molecular interactions, elemental properties, weather patterns, tectonic activity, and the fundamental forces and principles underlying the physical nature of reality.
Practical application of scientific knowledge and engineering principles to solve real-world problems and develop innovative technologies. Encompasses all engineering disciplines, technology development, computer science, artificial intelligence, environmental sciences, agriculture, materials applications, energy systems, and industrial innovation. Bridges theoretical research with tangible solutions for infrastructure, manufacturing, computing, communications, transportation, construction, sustainable development, and emerging technologies that advance human capabilities, improve quality of life, and address societal challenges through scientific innovation and technological progress.
Study of the practice, culture, infrastructure, and social dimensions of science itself. Addresses how science is conducted, organized, communicated, and integrated into society. Encompasses research funding mechanisms, scientific publishing systems, peer review processes, academic ethics, science policy, research institutions, scientific collaboration networks, science education, career development, research programs, scientific methods, science communication, and the sociology of scientific discovery. Examines the human, institutional, and cultural aspects of scientific enterprise, knowledge production, and the translation of research into societal benefit.
Comprehensive study of the universe beyond Earth, encompassing celestial objects, cosmic phenomena, and space exploration. Includes astronomy, astrophysics, planetary science, cosmology, space physics, astrobiology, and space technology. Investigates stars, galaxies, planets, moons, asteroids, comets, black holes, nebulae, exoplanets, dark matter, dark energy, cosmic microwave background, stellar evolution, planetary formation, space weather, solar system dynamics, the search for extraterrestrial life, and humanity's efforts to explore, understand, and unlock the mysteries of the cosmos through observation, theory, and space missions.
Comprehensive examination of tools, techniques, methodologies, and approaches used across scientific disciplines to conduct research, collect data, and analyze results. Encompasses experimental procedures, analytical methods, measurement techniques, instrumentation, imaging technologies, spectroscopic methods, laboratory protocols, observational studies, statistical analysis, computational methods, data visualization, quality control, and methodological innovations. Addresses the practical techniques and theoretical frameworks enabling scientists to investigate phenomena, test hypotheses, gather evidence, ensure reproducibility, and generate reliable knowledge through systematic, rigorous investigation across all areas of scientific inquiry.
Study of abstract structures, patterns, quantities, relationships, and logical reasoning through pure and applied mathematical disciplines. Encompasses algebra, calculus, geometry, topology, number theory, analysis, discrete mathematics, mathematical logic, set theory, probability, statistics, and computational mathematics. Investigates mathematical structures, theorems, proofs, algorithms, functions, equations, and the rigorous logical frameworks underlying quantitative reasoning. Provides the foundational language and tools for all scientific fields, enabling precise description of natural phenomena, modeling of complex systems, and the development of technologies across physics, engineering, computer science, economics, and all quantitative sciences.
Endoscopic sleeve gastroplasty is a cost-saving option compared to semaglutide for treating class II obesity. A study found that achieving price parity with semaglutide requires a significant discount of at least 3-fold.
The event standardised and improved accessibility of biodiversity data, enabling informed policy-making and conservation efforts. Ten teams showcased their solutions to a jury of experts, with winning projects illustrating the versatility of data cubes in facilitating biodiversity conservation.
Research found female Democrats and non-white male Democrats have a fundraising advantage when running against white male Republicans. Democratic donors give more when their party nominates a white female or non-white male candidate against a white male Democrat.
A new study found that non-medical cannabis use is significantly associated with a 96% decrease in odds of subjective cognitive decline. However, medical and dual-use were not significant in reducing the risk of SCD. The study highlights the potential protective effects of cannabis on cognition, but more longitudinal research is needed...
A large multi-state study found COVID-19 vaccines are as effective for adults with anxiety or depression as for those without these conditions. Unvaccinated individuals with mental illness had a higher rate of hospitalization for COVID-19 than those without a psychiatric diagnosis.
Low HPV vaccine uptake among US adults aged 27-45 is a concern, particularly for men and Hispanic individuals. Experts stress the need to address disparities in vaccination rates to prevent cancer cases.
Researchers at University of Missouri are developing software that allows drones to fly independently, perceiving and interacting with their environment while achieving specific goals. This technology has the potential to assist in mapping and monitoring applications, such as 3D or 4D advanced imagery for disaster response.
A study published in Genome Medicine uses digital twins to computationally treat thousands of medications in individual patients with autoimmune diseases, finding promising results in mice and human tissue samples. The technology has the potential to revolutionize precision medicine by providing tailored medication for each patient.
The Rensselaer Polytechnic Institute researcher is working with the Tachyon Project to create surrogate machine learning models that can simulate and analyze particle physics data in real-time. This project aims to improve scientific discovery and workflow performance for scientists at Fermilab and ALCF.
A new study challenges the prevailing view on maternal mortality rates in the US, finding stable rates between 1999-2002 and 2018-2021. The researchers used a more accurate approach to identify and classify maternal deaths, refuting the idea of dramatic increases.
A study analyzing nationally representative data found that youth experienced a sustained increase in mental health issues between 2006 and 2019. The findings suggest that treatment and prevention strategies must address preexisting psychiatric needs in addition to the pandemic's direct effects.
A study using twin data suggests an association between adverse childhood experiences and poor mental health in adulthood. Targeted interventions may be associated with reduced risks of future psychopathology.
Researchers found that individuals with poor self-reported oral health are at the same level of risk as those with diagnosed periodontal disease. Infrequent dental visits were also associated with an increase in all-cause mortality.
A recent study by researchers at NYU Tandon School of Engineering found that NYC is the safest among large US cities in terms of gun violence. The study used a data analytics measure called Scale-Adjusted Metropolitan Indicators (SAMIs) to filter out population effects and compare cities of different sizes.
Researchers argue that current automated toxicity detection methods can improve but require human intervention to review decisions. Companies can take steps to improve working conditions and platform cultures that prioritize kindness and respect.
A new study found that intelligent tutoring systems for math problems helped pupils maintain or even increase their performance during the Corona pandemic. Lower-performing children benefited from regular use of the software, closing the gap with higher-achieving peers.
Researchers from the University of Cambridge found that patients who see their regular doctor wait longer between visits, but this is offset by improved productivity. The study suggests a 5% reduction in consultations if all practices provide continuity of care, which could benefit both patients and the NHS.
A study of 1,948 U.S. adults with lifetime suicide attempts found that nearly 20% had no prior psychiatric diagnosis, raising questions about suicide risk screening limits. This finding suggests a broader population is at risk and warrants further investigation into suicidal behavior.
UC economists found that fire protection funding has a significant impact on housing values, with cuts resulting in an average decrease of $15,000. However, prices return to normal within a few years. In contrast, parks and recreation funding is associated with higher home values three years after renewal.
A global ocean of liquid water has been found beneath Mimas' icy shell, with an estimated age of 5-15 million years, suggesting recent ocean formation and potential for life to emerge. This discovery adds Mimas to the list of moons with internal oceans, including Enceladus and Europa.
Frailty levels dropped in the 2000s but increased steeply in the 2010s due to austerity measures, leading to a significant decline in health among the UK's oldest adults. The study warns that any new austerity measures should be carefully considered given their potential impact on long-term health.
Researchers found a correlation between body temperature and depression symptom severity in a large international study. Participants with higher depression scores had higher body temperatures, suggesting that cooling the body may be a novel treatment approach for depression.
A high prevalence of mental disorders was found to affect over 1 in 10 individuals aged 5-24 worldwide, with around one-fifth of all disease-related disability attributed to these conditions. This age group accounts for nearly a quarter of the global mental disorder burden across the entire life course.
A study of 215 veterans found that nearly half experienced significant depression score drops, while about one quarter saw a halving of their scores. About 15% achieved full remission after six weeks of ketamine infusions, suggesting the treatment can provide substantial relief for those with complex mental health needs.
A University of Cambridge study found that people of religious faith experienced lower levels of unhappiness and stress during the UK's Covid-19 lockdowns. The research suggests that religion may act as a bulwark against increased distress and reduced wellbeing during times of crisis.
A study published in EuroSurveillance found that 40% of COVID-19 infected individuals were identified through contact tracing, with socio-economic factors influencing reporting rates. The effectiveness of contact tracing alone was relative, but its psychological impact on the population should not be overlooked.
A new technique accurately describes high-dimensional data using lower-dimensional smooth structures, overcoming the limitations of traditional methods. The approach achieves cutting-edge estimation accuracy and convergence rates while enhancing computational efficiency through GANs.
An international research team developed a novel scoring system, called the Phoenix Sepsis Score, to diagnose sepsis in children. The scoring system enables physicians to quickly determine the severity of organ failure, leading to improved outcomes for affected children.
A population-based study in Germany reveals almost 2 in 1,000 girls and women of childbearing age are prescribed isotretinoin, a medication linked to fetal defects. The study found a significant increase in isotretinoin-exposed pregnancies, highlighting the need for better monitoring and guidance.
Researchers have developed a novel optical neural network architecture that achieves nonlinear optical computation by precisely controlling ultrashort pulse propagation in multimode fibers. This approach streamlines the need for energy-intensive digital processes, achieving comparable accuracy with significantly reduced parameters.
A recent study reveals that groundwater reserves around the world are being depleted at an unprecedented pace, with the water level in most aquifers falling drastically since 1980. The effects are particularly pronounced in arid regions, where agriculture and climate change exacerbate the crisis.
A new large national study of collegiate student-athletes in the US finds no sex difference in concussion recovery, with similar recovery patterns on cognitive function, symptoms and mental health. Women reported more problems with eye and inner ear function after injury, but there was no significant delay in return to play.
A study analyzing survey data from 718,000 participants found that living in states with abortion trigger laws was associated with higher anxiety and depression symptoms after the Dobbs v Jackson decision. The study suggests a small but significant increase in mental health issues among those residing in such states.
A recent study suggests that more investments are needed to ensure equitable subway facilities, with 27 out of 257 stations scoring 1.00, mostly medium-sized stations. The researchers recommend allocating transport facilities based on each station's needs to enhance accessibility for the elderly and mobility handicapped.
A study found rectal examinations offer no advantages over PSA blood tests for detecting prostate cancer. The research analyzed data from 85,738 participants and concluded digital rectal examination alone or with PSA is not more effective than the PSA test.
Researchers built a new AI that challenges traditional fingerprint comparison methods, revealing similarities between fingerprints from different fingers of the same person. The system achieved high accuracy in detecting intra-person fingerprint matches, potentially increasing forensic efficiency by tenfold.
A study found that 64% of students did not engage in problematic behaviors, while 26% let participants take part despite knowing the hypothesis. Supervisors underestimated the prevalence of certain behaviors, highlighting the need for improved communication and Open Science education.
A Learning Health System model is being developed to increase organ donation and reduce disparities in access to transplantation. The project, led by Hennepin Healthcare Research Institute, will use data tools to track progress and improve equity in organ donation across the US.
Research at Washington State University found that nurse aides with more consistent schedules and co-workers had lower turnover rates. The study estimated a 1.9% reduction in turnover for each additional hour worked.
A study of 57,000 adults reveals racial disparities in access to living donor kidney transplants, highlighting the need for targeted interventions. The findings emphasize the importance of addressing systemic inequalities in transplant programs and centers.
A new study suggests that US adults consume almost a quarter of their daily calories in snacks, often more than they do at breakfast, yet these snacks offer little nutritional value. Researchers analyzed data from over 20,000 people and found that snacks accounted for between 19.5% to 22.4% of total energy intake.
Researchers have identified over 2.4 million hectares of land as critical stopover hotspots for migratory songbirds in the eastern United States, primarily consisting of deciduous forests. Protecting these sites is essential to safeguarding bird populations, which have plummeted by a quarter since 1970 due to habitat loss and climate c...
A recent study published in JAMA Network Open analyzed data from 10,000 US adolescents and found a significant increase in e-cigarette use during late pregnancy. However, the study revealed no statistically significant association between e-cigarette use and an increased risk of small-for-gestational-age birth among adolescents.
Researchers found that patients who scheduled their own mammograms through an online patient portal had a 13 percentage point increase in screening completions. This simple intervention doubled the number of mammogram completions, resulting in approximately 4,500 more people getting screened.
A Mayo Clinic study found that patients who received the anticoagulant drug warfarin after bioprosthetic aortic valve replacement had lower incidence of mortality and decreased risk of blood clots. The use of warfarin was associated with a 32% reduction in mortality risk, making it an effective treatment for these patients.
The study found that 3D integration can lead to significant heat spreading and crosstalk, reducing heater efficiency by up to -43.3% and increasing thermal crosstalk by up to +44.4%. However, optimizing design variables, such as spacing between µbumps and interconnect linewidth, can minimize the thermal penalty of 3D integration.
Researchers leverage AI to analyze healthcare data and identify new targets for effective therapies and accelerate drug development in aging research. AI can tailor cancer treatment more precisely to individual patients' unique aging profiles, optimizing treatment outcomes and minimizing risks.
A study of 353,000 US adults found a decline in smoking prevalence from 2011 to 2022, except for those 65 and older. The greatest gains in reducing smoking-attributable morbidity and mortality can be achieved by targeting individuals with low socioeconomic status.
A novel prescription wristwatch uses photoplethysmography to detect atrial fibrillation with high accuracy, even in participants with darker skin tones. The Verily Study Watch bridges the gap between long-term monitoring and consumer devices, enabling clinicians to effectively use wearable data for Afib management.
A new study from Texas A&M University found that individuals living in poverty and poor housing conditions are more likely to develop new mobility issues following a COVID-19 infection. The study analyzed data from Michigan residents who experienced new difficulty walking or climbing stairs after being diagnosed with COVID-19.
Studies have shown that collaborative teams working remotely produce fewer truly disruptive ideas compared to their in-person counterparts. In-person teams tend to engage in more conceptual work, such as conceiving hypotheses and writing, which is more likely to lead to radical new ideas.
A new study found that an AI-aided home stethoscope can efficiently detect asthma exacerbation in patients of all ages, including children under 5 years old. The device records and analyzes respiratory sounds, providing valuable information for parents and caregivers to identify symptoms early on.
This study analyzed data from 262 adolescents who discharged firearms in 253 school shootings over 26 years. The most common source of these firearms was family members or relatives of the perpetrators, highlighting the importance of secure firearm storage to reduce adolescent access.
Researchers developed three diffractive deep neural networks using orbital angular momentum to recognize objects in images, achieving accuracy comparable to wavelength and polarization-based models. The technology has potential for real-time processing applications like image recognition and data-intensive tasks.
Researchers found that AI-generated content is perceived as higher quality than human-created content, but reveals the source of production can reduce the gap. Human oversight is still necessary to ensure AI-generated content is appropriate in sensitive contexts.
The study found that median premiums decreased across the board, especially for rural communities. Rural counties gained an average of three plans overall after the switch, while urban counties lost almost nine plans.
A new study found that male-named awards are highly skewed towards male winners, with men winning 88% of these prizes. In contrast, female-named awards see 47% of prizes going to women and 53% to men. The researchers propose a list of actions to address this issue.
A study has revealed a steady increase in decomposed bodies found in England and Wales between 1979 and 2020, with male deaths exceeding female deaths, particularly during the 1990s and 2000s.
Researchers at Rice University are developing a machine learning framework to improve decision-making processes in military communication networks. The goal is to enable rapid, adaptive action across a broad range of scenarios by combining local data in the most effective manner.
A recent study by the Complexity Science Hub found that at least two-thirds of animal COVID-19 deaths were not reported to official sources. The researchers compiled a comprehensive list of 35 animal species susceptible to SARS-CoV-2, highlighting the need for improved data exchange and reporting.