Articles tagged with Data Analysis
A new catalog centralizes publicly available soil moisture content datasets, streamlining data discovery and comparison. The UB-SMDC portal provides a unified platform for researchers to efficiently access and analyze global soil moisture data.
A study by King's College London found that students with declining school performance are at a higher risk of contact with the criminal justice system. Researchers identified 'signals' in school records indicating pupils who may need support, highlighting opportunities for early intervention.
A new study estimates that by 2100, only 38% of the world's population will live in large cities, with 450 million fewer people projected to reside in cities over a century than current trends suggest. Urban growth slows as countries urbanize, with smaller cities growing faster than larger ones initially.
Digital twins are expanding rapidly, using real-time data to simulate and analyze systems before applying them in the real world. The study emphasizes the need for interoperable architectures, machine-readable metadata, and standardized trust frameworks to address challenges such as privacy, cybersecurity, and uncertainty.
Climate conditions are increasingly limiting direct air free cooling in data centers, particularly across the tropics and southeastern US. Projections indicate continued expansion of these constraints with sustained warming and increasing humidity.
Rates of new obesity cases rose by 4% between 2019 and 2025, with the largest increases seen among young adults. The study also found significant disparities in obesity rates across sociodemographic groups and geographical regions, highlighting the need for deep-seated change to address the underlying factors driving obesity.
Researchers developed a tandem neural network that rapidly infers key semiconductor material properties from simple transistor measurements, outperforming conventional approaches. The system produces results in under one millisecond with near-perfect accuracy.
New research from the University of Kansas finds that AI technology can be used to deliver relevant ads without collecting personal data. The studies show that AI systems can generate relevance by interpreting content structure, semantic cues and emotional tone within a webpage.
A recent study found that the FDA approval of semaglutide for weight management led to a significant increase in calls to poison control centers, with over 8,000 cases reported by 2023. The majority of errors were preventable and stemmed from unintentional dosing or therapeutic mistakes.
The project aims to systematically map how individual pairs of cells influence each other, with the goal of understanding cell-cell communication in health and disease. By characterizing the cellular dyad, scientists can determine which cell influenced which partner, when the interaction began and what changed as a result.
Researchers have found that cats show comparable patterns of brain deterioration as they age, similar to humans. This study, part of the Translating Time project, aims to unlock new insights into human ageing and disease by comparing cat and human brain development.
A study led by UC Riverside highlights the importance of rigorous participant verification procedures in online health research to maintain data quality. Researchers found that combining automated screening, human review, and participant verification can substantially improve confidence in online research findings.
Researchers propose using low-dose lithium orotate to slow dementia progression in mild cognitive impairment, leveraging established neuroprotective mechanisms. The approach aims to mitigate kidney and thyroid risks associated with higher-dose formulations, offering a potentially accessible and inexpensive treatment option.
Researchers developed FLIM Playground to streamline FLIM data analysis, extracting lifetime information from cells and visualizing patterns. The platform reduces the need for multiple software tools and quality checks, increasing efficiency and reproducibility.
TurboLynx, developed by POSTECH researchers, analyzes complex, interconnected data up to 184 times faster than existing systems. The engine groups similar data together and processes them collectively, reducing unnecessary memory usage and enabling efficient analytical queries.
A study by Rice University researchers found that hitting with a slower swing speed can lead to more contact, but also sacrifices power. The study analyzed MLB swing-tracking data and found that batters who adjust their approach with two strikes do not necessarily get better results.
In an exploratory analysis, finerenone was found to slow kidney function decline, reduce albuminuria, and lower the risk of kidney failure or substantial loss of kidney function in patients with glomerular diseases. These findings suggest a crucial role for finerenone in preserving kidney function in this population.
A new curriculum at Iowa State University aims to prepare future math teachers to teach data science by leveraging their existing mathematical knowledge. The five-week module introduces students to the relationship between math and data science, using familiar structures such as algebra, geometry, and calculus to introduce new concepts.
A difference-in-differences analysis found that Georgia's Pathways to Coverage program worsened mental health among low-income adults. This suggests that work requirements may create barriers to coverage and care access, affecting population health and equity.
A study by Bielefeld University investigates how fans of different national teams physically respond to match events during the 2026 FIFA World Cup. Researchers aim to understand how football supporters around the world experience victories and defeats of their teams, using data from smartwatches.
A national analysis found that robotic-assisted cholecystectomy remained linked to increased bile duct injury risks despite growing use. The study suggests small differences in overall complication rates between approaches.
A recent study analyzing nearly 800,000 fashion images reveals that while representation has broadened, the typical female model body has remained remarkably stable. Diversity is primarily concentrated in a small number of models at the extremes rather than through a shift in the norm itself.
A post hoc analysis of a randomized clinical trial found high-dose vitamin D3 supplementation in pregnancy to be positively associated with visual memory, verbal memory, and flexibility among offspring at age 10. This strengthens evidence on the association between prenatal vitamin D exposure and childhood cognition.
Researchers are exploring the use of sustainable carbon-based additives to replace toxic coatings and prevent corrosion on modern steel infrastructure. The proposed solutions aim to reduce environmental damage while protecting infrastructure worth over $2.5 trillion annually.
A single-center study demonstrates uterus transplant feasibility in multidisciplinary centers, supporting its use for women with absolute uterine factor infertility. Ongoing reporting and data sharing will refine risk estimates and optimize patient counseling.
A physics-inspired model suggests that spending above $1.8 million in US House races leads to increased polarization without changing the election outcome. Below this threshold, social dynamics shape outcomes, while higher spending only deepens polarization.
A new R package, 'flowchart', facilitates the generation of flowcharts directly from study data, streamlining a laborious process. The tool allows researchers to create clear, publication-ready diagrams in just a few steps within a fully reproducible workflow.
Targeted birth-dose vaccine recommendation may increase neonatal HBV infections unless maternal screening improves or infant vaccination coverage increases. Universal screening and vaccination remain essential safeguards against these infections.
The study found significant reductions in suicide mortality among adolescents and young adults after the US launched its 988 Suicide and Crisis Lifeline. Larger reductions were observed in states with the highest adoption of the 988 Lifeline services.
A nationwide study reveals that individuals with lower educational attainment are more likely to die from colorectal cancer at a younger age. The disparity in young-onset CRC mortality nearly doubled over the past three decades among those with 12 years or less education compared to those with 16 or more years of education.
A team of scientists from NTU Singapore has developed a new biochip that, when paired with Artificial Intelligence (AI), can detect quickly and accurately extremely small amounts of microRNAs. The device can cut detection time from hours to 20 minutes.
Researchers develop dynamics-driven models to identify disease transitions before symptoms appear, transforming real-time care and personalized treatment. AI systems analyze health data to detect
A new Northwestern University study confirms that US drug overdose deaths have continued to decline following a peak in August 2023, contrary to speculation of manipulated CDC data. The study highlights the importance of accurate data for public health response and calls for greater transparency in federal data systems.
A new study by the University of Manchester has developed a way to measure the impact of urban traffic on city temperatures, revealing that everyday vehicle use can raise temperatures in cities. The researchers found that traffic heat increases simulated air temperatures by around 0.16°C during summer and 0.35°C in winter.
A lower semaglutide price could generate savings that offset the cost of treating an additional 550,000 to 3.6 million Medicare beneficiaries eligible for expanded obesity-indication coverage. This voluntary price agreement may lead to substantial savings for Medicare spending on semaglutide treatment.
Researchers evaluated the performance of the Phoenix Sepsis Score for predicting in-hospital mortality among pediatric ICU patients in China. They found that a modified version, PSS+, showed substantially improved discrimination without sacrificing clinical usability.
A longitudinal analysis of 42,000 participants found higher bone lead levels associated with significantly increased cardiovascular disease mortality risk. The study highlights the urgent need for strengthened surveillance, regulation, and remediation to reduce the lead-attributable burden worldwide.
A post hoc analysis found that tirzepatide was associated with a lower incidence of a broad composite cardiovascular and kidney endpoint. The study compared tirzepatide with dulaglutide in patients with diabetes and established cardiovascular disease.
A new model combines multiple ways of analysing 3D data, integrating local and global perspectives to interpret complex environments more reliably. The system improves detection of small or partially visible objects in real-world situations, enhancing safety in autonomous systems.
A team of archaeologists used uranium–thorium dating to establish precise construction timelines for houses built out of coral in French Polynesia. The findings reveal previously hidden patterns of architectural development and cultural life in Pacific societies, challenging earlier theories about coral reuse.
Hematological malignancies are a major global health challenge, with the US and China experiencing distinct epidemiological patterns. The study reveals that NHL is the most common type globally and in the US, while leukemia leads in incidence in China.
The study identified six sleep health dimensions in young adolescents: irregularity, timing, duration, social jetlag, weekend oversleep, and continuity. Greater irregularity was associated with higher concurrent transdiagnostic mental health symptoms, while shorter duration was linked to increased symptoms at follow-up.
A new study has estimated pediatric sepsis in the US, revealing a significant impact on pediatric hospitalizations. The study found that sepsis affects approximately 1.3% of hospitalizations, resulting in over 18,000 cases and more than 1,800 deaths annually.
Using AI-driven analytical methods, researchers have created a custom OCT system that enables the objective measurement of wound progress over time. The platform shows that stiffer mechanical properties improve wound healing outcomes, with faster transition to intact regenerated tissue.
Jeonbuk National University researchers have developed DDINet, a lightweight and scalable model that can accurately predict drug-drug interactions for new, unseen drugs. This approach avoids overfitting to training data and is designed to handle binary and multi-classification tasks.
A study in Taiwan found a positive association between maternal prenatal acetaminophen use and increased risk of attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorders (ASDs) in offspring. However, associations were not observed in sibling-matched analyses, suggesting unaddressed sources of bias.
Singapore's breast cancer incidence is rising, but mortality rates are falling, mirroring global trends. The country's strong healthcare system and high-screening participation have contributed to improved survival rates.
A study found that only 9% of older adults with advanced cancer prioritize extending survival over maintaining quality of life. The lack of responsiveness of the current oncology care delivery system to patient preference may be a significant issue. This highlights the need for care system changes to prioritize patient needs.
The University of Ottawa Heart Institute, McGill University, and the University of Ottawa have launched ARCHIMEDES, a national health data platform providing Canadian researchers with secure access to diverse health data. The platform enables collaboration, supports advanced analyses, including AI algorithms, and prioritizes public trust.
A decision-support system improved depressive and anxiety symptoms, increased medication adherence, and reduced symptoms over time for patients with major depressive disorder. The system used clinical and demographic predictors to tailor treatment, resulting in better outcomes for patients compared to usual care.
This study assesses the educational impact of introducing interest-matched examples in data science education, showing a positive effect on students' motivation and understanding. The findings suggest that instructional approaches grounded in intrinsic motivation theory can improve data science education quality.
A new study found that teams that move the ball unpredictably across the full field tend to succeed more than those that confine their play to a few hotspots. The researchers used an information-theoretic metric called Spatial Event Distribution Randomness (EDRan) to analyze event data from top-tier football competitions.
Researchers from ISTA developed an algorithm that can extract and analyze information from the world’s most extensive biobank with unprecedented accuracy and speed. The method, dubbed gVAMP, enhances the framework's ability to extract complex information from the dataset at hand, providing a detailed overview of the effects on a trait ...
Researchers at UCSF and Wayne State University found that generative AI tools can perform orders of magnitude faster than human teams in analyzing health data. Junior researchers paired with AI generated viable prediction models in minutes, outperforming experienced programmers in hours or days.
Researchers found that PSMA PET/CT scans can help guide treatment planning and improve long-term outcomes for patients with recurring prostate cancer. The study suggests that incorporating these scans into routine care may lead to better results and reduced side effects.