Articles tagged with Data Analysis
A new mathematical method, RECODE, eliminates noise in single-cell RNA sequencing data, enabling precise understanding of cell activity. The method outperforms other analysis methods and is simpler to use, with potential implications for basic science, clinical applications, and drug discovery research.
A new study published in The Lancet Regional Health – Europe found that over 55% of respiratory disease hospitalisations during the pandemic's peak were caused by non-SARS-CoV-2 infections. Non-COVID-19 respiratory infections are expected to increase this winter, posing a significant burden on healthcare systems.
Researchers used natural language processing and machine learning to analyze nearly 35,500 death records, identifying the most common substances involved in overdose deaths. The system reduced data processing time by months, allowing for more rapid public health responses and interventions.
Two OU research groups received nearly $2 million in funding to develop new surveillance methods and predict the next avian influenza pandemic. The projects focus on integrating data from multiple sources to detect early signals of disease spread.
A recent study combined elevation data of the Antarctic ice sheet from two different satellites, CryoSat-2 and Sentinel-3, to obtain a more accurate map of latest elevation changes. The results showed that the average elevation of the ice sheets had decreased at a rate of 4.3 cm/year during 2016-2019.
A new USC analysis found that the largest Medicare Advantage plans pay 27% more for outpatient dialysis treatment compared to traditional Medicare. This significant markup is attributed to the consolidation of the dialysis industry, with two large chains supplying over three-quarters of all dialysis services in the US.
Binge drinking and heavy alcohol consumption increased significantly among pregnant women between 2011 and 2020. The average annual percentage change for these behaviors was greater among pregnant women compared to nonpregnant women.
A Nagoya University research group has developed an AI algorithm that can diagnose idiopathic pulmonary fibrosis with high accuracy, based on non-invasive examinations and medical data. The technology may revolutionize medical care by allowing doctors to request AI-assisted diagnoses instead of specialists.
A recent study published in The Journal of Bone and Joint Surgery found that only 35.9% of articles reported patient race, 15.4% reported ethnicity, and 8.3% reported income. Including demographics in multivariable analyses is crucial to determine the applicability of study results to diverse patient populations.
A pooled data analysis of 11 international studies found that NAFLD is associated with a 50% heightened risk of developing heart failure. The severity of NAFLD also increases the risk, especially with extensive liver fibrosis.
A team of astronomers has developed a novel way to observe the first stars and galaxies, detecting light through the fog of the early Universe. The Square Kilometre Array will likely make images of the earliest light, but current telescopes struggle to detect the cosmological signal through hydrogen clouds.
A study analyzing U.S. data from 1984-2017 found that grandparents' wealth is strongly positively correlated with their younger generation's asset components. However, Black individuals tend to be less invested in risky assets even after adjusting for intergenerational transfers.
A UConn study suggests that frequent communication between caseworkers and professionals involved in child welfare cases is associated with increased likelihood of timely family reunification. The research highlights the importance of interprofessional collaboration to identify barriers, stay on the same page, and make timely decisions.
Provincial health ministries hold COVID-19 vaccination data but have been reluctant to share it with researchers. Establishing partnerships between provinces and the Health Data Research Network would enable timely data transfer and support research into vaccine effectiveness.
A secondary analysis of the CARDIA Lung study found that a substantial proportion of middle-aged adults with normal spirometry findings had emphysema on CT scan. Race-specific interpretations of spirometry may underestimate respiratory symptom burden and risk for death in Black adults, perpetuating structural racial inequities.
A study published in Ecology Letters found that pollinators stabilize crop yields, reducing variation by 32%, which can help mitigate supply issues and market shocks. This finding highlights the importance of preserving pollinators for global food security.
A recent NTU Singapore study reveals that frequent use of videoconferencing platforms contributed to higher levels of fatigue among workers. The researchers found a significant link between increased videoconferencing usage and feelings of fatigue, with reliable internet connections unable to mitigate this effect.
A new analysis of data from Chicago shows that as violent crime decreases, so does the area's death rate from heart disease. The study, published in the Journal of the American Heart Association, found a significant decline in cardiovascular disease mortality when violent crime declined by more than 10%.
The Mount Sinai Hospital has been awarded $4.2 million over five years to establish a Proteogenomic Data Analysis Center, which will help identify potential biomarkers and drug targets for cancer and new insights into cancer biology.
Researchers at Boston University developed an AI-powered computational model that can detect cognitive impairment from audio recordings of neuropsychological tests. The model was trained on over 1,000 individuals and accurately distinguished between healthy individuals and those with dementia.
A large-scale study analyzing 29 studies and 139,624 participants found that people who viewed tobacco content on social media are more likely to report using tobacco. The study also identified susceptible individuals who may be influenced by pro-tobacco content.
A study of 11,500 athletes found that about 8% experienced persistent symptoms after contracting COVID-19, which can affect training and competing. The study highlights the need for personalized assessment before resuming training and competition in athletes.
Researchers developed smart textiles that sense wearer's posture and motions using a novel fabrication process called thermoforming, which improves pressure sensor precision. The technology has potential applications in healthcare and rehabilitation, such as tracking gait or monitoring pressure on diabetic patients' feet.
Researchers found a higher prevalence of autism spectrum disorder (ASD) in boys than girls, with 410 out of 12,554 children and adolescents reporting an ASD diagnosis. The overall prevalence was estimated at 3.14% for the US population between 2019 and 2020.
The study found that legislatures, rather than governors, played a crucial role in shaping data reporting practices. Standardized data collection protocols and comprehensive race and ethnicity data are essential for addressing health disparities and reducing information asymmetries.
Brazilian researchers surveyed 900 volunteers during the pandemic, finding that time expansion (feeling time passes slowly) was associated with loneliness and a lack of positive experiences. Time pressure (feeling time flies quickly) was also influenced by loneliness and stressful situations.
A study by ETH Zurich researchers shows a sharp increase in opioid poisoning cases and sales in Switzerland between 2000 and 2019, with oxycodone being the second most common cause. The rise is similar to that seen in other European countries, but per capita sales are higher in Switzerland.
A new study shows that community science activities can produce high-quality taxonomic data sets, empowering community scientists and supporting biodiversity discovery. Thousands of microscopic liverwort leaves were measured by community scientists over two years, with surprising accuracy.
A comparison analysis found that Canada handled the pandemic well by most measures, thanks to strict policies and high vaccination rates. The analysis showed that if US vaccination and death rates occurred in Canada, about 5.9 million fewer Canadians would have been vaccinated and 68,800 more would have died from COVID-19.
A new study found that exposure to air pollution and indoor burning without ventilation significantly increases the risk of heart disease mortality. Researchers created maps of eight environmental risk factors across Golestan Province, Iran, and identified associations between death and these factors, controlling for traditional risk f...
An international research team applied a new dynamical model and exceptional historical data to examine major explanations for cultural complexity evolution. The study found little support for many influential theories, including the transition to agriculture and conflict theories.
The Global Organization for EPA and DHA Omega-3s (GOED) has introduced an interactive tool to catalog all human studies on EPA and DHA omega-3s. The Clinical Study Database (CSD) provides a comprehensive searchable database with over 45,000 studies, allowing users to filter by outcome, population demographics, study size or dosage.
A new report highlights the nation's race and ethnicity data shortcomings, recommending federal leadership on standardizing demographic data collection and reporting across critical issue areas. The report aims to help policymakers craft solutions that take into account where resources should be concentrated to address racial disparities.
A Rutgers team created an AI-powered framework that detects trespassing events, differentiates violators, and generates video clips of infractions. The system analyzed 1,632 hours of archival footage and found nearly 70% of trespassers were men, with most incidents occurring on Saturdays around 5 p.m.
A recent study examined changes in Korean adults' diet quality and cardiometabolic risk factors from 2007 to 2018. The research found declining trends in diet quality and increasing risks of obesity, hypertension, and type 2 diabetes.
The article discusses how big data can improve non-communicable disease (NCD) surveillance by providing real-time information and reducing costs. This new approach uses electronic health records, national administrative data, and other datasets to track NCDs more effectively.
A recent study found that women's desire for leadership roles has remained unchanged over the past 60 years, with a persistent gap in aspirations. The researchers analyzed data from leadership studies and found that even without systemic discrimination, women are less likely to express interest in leadership positions.
A new study found that women over 40, non-Hispanic Black women, and those with lower education levels are more likely to experience infertility. The US fertility rate has plateaued, but access to healthcare services is a significant factor in preventing infertility.
A collaborative initiative aims to establish common protocols for assessing and comparing diffuse optics systems used in medical diagnosis. The study presents the results of a multi-laboratory comparison of 12 institutions and 28 systems, proposing simple numeric values for easy comparison across instruments.
Researchers analyzed 139 patient blood samples to identify common mechanisms underlying COVID-19 recovery. They found that a gradual reduction in neutrophil counts and changes in molecular regulation of the immune system characterize the recovery process.
A massive global study of social distancing motivations has yielded new insights into the effectiveness of different styles of messaging. Autonomy-supportive messages that encouraged personal agency were found to be more effective in influencing individuals' behaviors than controlling or shaming messages.
A team of mathematicians from the University of Texas at Arlington is leading a national initiative to equip students with skills in climate-smart agriculture. The project aims to increase workforce diversity and create technology- and data-savvy workforces.
A pooled data analysis reveals that 14.5% of the global population may have had tick-borne Lyme disease, with higher prevalence in men aged 50+, rural areas, and Central and Western Europe. The study suggests that improvements to antibody detection methods could enhance public health response policies.
A world-first study from the University of South Australia found a direct link between vitamin D deficiency and increased risk of dementia and stroke. The study analyzed data from 294,514 participants and found that up to 17% of dementia cases might have been avoided by boosting vitamin D levels.
Children using trampoline centers are at a higher risk of serious injuries and hospital admissions compared to those using trampolines at home. Mandatory safety standards for trampoline centers are urgently required, highlighting the need for public awareness and evidence-based safety measures.
A study finds that adults with growth hormone deficiency (GHD) experience higher rates of endocrine and metabolic conditions, as well as cardiovascular disease. Daily somatropin injections improve quality of life, but treatment rates remain low.
A proteomic study of 2,002 tumors identified 11 distinct molecular subtypes across 14 tissue-based cancer types, including breast, lung, and brain cancers. These subtypes provide new insights into the deregulated pathways and processes in tumors that make them cancerous.
A mass survey of Japanese citizens aged 50-89 years found that sagittal spinal balance measurement can detect cognitive decline. The study discovered associations between anteriorization of the spine and lower cognitive function in both males and females, with greater risks detected in cases of SVA ≥ 70mm regardless of age.
A study of HealthCare.gov Marketplace enrollment data from 2015 to 2021 found that 32% of enrollees lacked reported race or ethnicity information. Disproportionately, Black and Hispanic individuals were more likely to have missing data, suggesting the marketplace may serve a more diverse population than indicated by self-reported data.
Researchers found that the asteroid is similar to 'Ivuna-type carbonaceous chondrites,' which date back to the solar system's beginnings. The samples show signs of having been soaked in water, but the rock itself appears relatively dry, hinting at similar formation conditions between comets and asteroids.
The INCLUDE Data Hub provides centralized access to large-scale research resources, including biospecimen libraries and clinical datasets, for the study of Down syndrome. With over 8,000 study participants and 30,000 biospecimens, researchers can accelerate discoveries that benefit people with Down syndrome.
A team from the Institute for X-ray Physics at the University of Göttingen has developed a new method for X-ray microscopy that uses imperfect lenses to achieve higher image quality and sharpness. The researchers used a lens consisting of finely structured layers deposited on a thin wire and adjusted it between the object to be imaged ...
A study by TUM researchers found that warmth-loving insect species increased in population trends, while cold-adapted species declined. This is partly due to improvements in water quality benefiting dragonflies, which depend on aquatic habitats.
Researchers developed a methodological framework to ensure web data validity in marketing studies. The study provides recommendations for addressing challenges in collecting and using web data via web scraping and APIs.
The new technique, 3D optical coherence refraction tomography (3D OCRT), produces highly detailed images revealing features difficult to observe with traditional OCT. It has the potential for biomedical research and eventually more accurate medical diagnostic imaging.
Researchers analyzed data from 623,000 Asian individuals to find that being unmarried is associated with a higher risk of death. The study found the highest risk among men and younger people under 65 years old.
A review of scientific evidence concludes that diet has little impact on the progression of osteoarthritis and rheumatoid arthritis. While a healthy diet brings other health benefits, the impact on these diseases is small and not clinically meaningful.
Researchers analyzed urban magnetic fields to understand city health and provide insights for preventative studies. They discovered differences between Berkeley and Brooklyn, with Berkeley reaching near-zero magnetic activity at night.
Scientists have described a new species of therizinosaurid from Japan, shedding light on the function and evolution of their fearsome claws. The discovery indicates that therizinosaurs existed in Asia over a longer timescale than previously known and were adapted to coastal environments.
A major study found COVID-19's toll on global cardiac services, revealing a 'substantial global decline' in hospital admissions of cardiovascular patients. The pandemic led to increased delays in treatment, resulting in more deaths and complications, with low-income countries facing the worst impact.