Articles tagged with Databases
Researchers used machine learning algorithms and k-D tree data structure to identify 11 previously undetected space anomalies, seven of which are supernova candidates. The team analyzed digital images of the Northern sky taken in 2018 using a k-D tree to detect anomalies through the 'nearest neighbour' method.
The new database offers improved estimations of Potential Evapotranspiration and Aridity Index for the entire world at a high spatial resolution. This allows for a finer description of water needs in different regions, enabling better resource management and land-use planning.
Researchers have centralized over 300 key figures in the Human Impacts Database, providing information on global plastic production, standing livestock population, and sea level rise. The database aims to promote collective quantitative literacy of the Anthropocene.
Research suggests that up to 5.6% of patients may experience persistent smell loss, while 4.4% may not recover their sense of taste after COVID-19 infection, with recovery rates increasing over time.
Researchers have developed Fanflow4Insects, a functional annotation workflow that annotates gene functions in insects. The team has annotated the Japanese stick insect and silkworm, providing valuable information for entomological research and genome editing.
A new platform called MoveApps enables scientists and wildlife managers to explore animal movement data with little more than a device and a browser. The system uses open-source code and allows users to create complex analyses with simple clicks.
Researchers have identified over 7,200 unrecognized gene segments that potentially code for new proteins in humans. This discovery could revolutionize our understanding of the human genome and offer insights into human-specific proteins.
Researchers used machine learning techniques on a statewide database of handgun transactions to forecast firearm suicide risk. The study found a significant association between handgun sales and subsequent firearm suicides.
A new study found that the fourth COVID-19 vaccine reduces the risk of death among elderly individuals in long-term care facilities by 72%. The study, which included approximately 40,000 residents, also showed a significant reduction in hospitalizations and infections.
CU Cancer Center member Ryan Layer developed a method to scan thousands of DNA samples using big data, identifying common benign mutations. This approach helps reduce false negatives in detecting complex DNA mutations associated with cancers.
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.
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 Rutgers study reveals that racial and ethnic minority groups were less likely to obtain prescriptions to treat opioid addiction during the COVID-19 pandemic. This trend is particularly concerning, as minority groups face more barriers to healthcare and are already disproportionately affected by the pandemic.
Researchers found that invasive therapy for non-ST segment elevation myocardial infarction in patients with CKD is associated with lower mortality and reduced risk of cardiac events. The study challenges the dominant practice of offering medical management instead of invasive therapy for this population.
A conceptual species 'stock market' aims to assign economic value to species and ecosystems, promoting sustainability and biodiversity conservation. The SSM would enable the valuation of ecosystem services and actions that harm or benefit biodiversity, fostering a unified approach to environmental decision-making.
Researchers found that transparent face masks facilitate communication by not occluding facial expressions, unlike surgical masks. The study used digital images and showed that transparent masks did not disrupt the perception of facial emotions in both male and female faces.
A study found that preoperative MRI significantly reduces postoperative complications in prostate cancer patients. However, the use of MRI is limited, with only 28.2% of patients receiving one before surgery.
An interdisciplinary team has created a large public database of standardized wordlists for over 2000 language varieties, providing insights into the structure of human languages. The data reveals patterns of independent parallel evolution in linguistic diversity, with many languages using similar words for related concepts.
Feminicide, a worldwide problem resulting in 87,000 intentional killings of women in 2017, has incomplete data due to undercounting and narrow legislation. Researchers using counterdata aim to enact alternative epistemological approaches centering care, memory, and justice.
A U-shaped pattern of sleep duration across life stages was found, with age 40 being the lowest point and efficiency stabilizing from ages 30 to 60. Study participants wore accelerometers for seven consecutive days, providing an objective measure of sleep time.
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.
A WHO-supported series has collected 13,700 new database records on mosquito-borne diseases, providing valuable resource for studying and containing infectious diseases. The data can be used to train machine-learning models for vector detection and classification, improving global human health.
A new platform and genomic database has been developed to monitor and control multidrug-resistant bacteria, with over 500 human pathogens already available. The database aims to provide strategic information on microorganisms classified as a “critical priority” by the World Health Organization.
A new study found that vaccinated people with mild breakthrough COVID-19 infections can experience debilitating long COVID symptoms. Vaccination reduced the risk of death by 34% and long COVID by 15%, but not all manifestations were prevented. Researchers emphasize the need for additional layers of protection to mitigate risks.
A team of scientists discovered that over half of known 3D materials in nature exhibit at least one topological state, challenging the long-held idea that these materials are rare. The study also introduces a new concept called 'supertopological' and makes its data freely available to researchers.
Researchers have discovered that 90% of known crystalline structures contain at least one topological property, and more than 50% exhibit some sort of topological behavior. The newly identified materials are stored in a freely accessible database, allowing scientists to quickly search for materials with robust electronic properties.
Analysis of 136,000 films and TV shows reveals increased mentions of STEM, arts, sports, and entertainment occupations, while manual labor and military professions have decreased. The study provides insights into media depictions of professions over time.
Researchers analyzed de-identified EHR data in the National COVID Cohort Collaborative to find patterns that can help identify individuals with long COVID. The study identified over 200,000 likely cases as of May 2022 and found common features such as new medications, doctor visits, and symptoms.
Researchers have developed CAS(ME)3, a large-scale micro-expression database with depth information and high ecological validity. The database contains 1,109 manually labeled micro-expressions and 3,490 macro-expressions, allowing for more accurate emotional analysis and recognition.
Researchers developed an algorithm to quickly identify two cancer drugs that work well together, reducing testing time from three years to eight weeks. The new method uses gene expression data to prioritize potential combinations and has been confirmed in lab tests.
CHOP researchers developed CancerVar, an artificial intelligence-empowered platform for interpreting somatic cancer mutations. The tool provides standardized procedures for assessing the clinical impacts of over 13 million somatic cancer mutations.
Researchers have discovered a simple way to prevent pharmaceutical fraud using candy-coated pills with unique color patterns. The technique, called CandyCode, uses tiny multicolored candy nonpareils as a uniquely identifiable coating for pharmaceutical capsules and pills.
A new study analyzed 30,563 records of dog deaths in the UK, finding that Jack Russell Terriers have the highest life expectancy at birth (12.72 years), while French Bulldogs have one of the lowest (4.53 years). Neutering also appears to increase life expectancy for dogs.
Adolescent drug overdose deaths nearly doubled in 2020 and rose another 20% in early 2021 compared to the 10 years prior, despite stable drug use rates. The increase is largely attributed to illicit fentanyls found in counterfeit pills, which can be deadly if ingested.
A Rutgers analysis of Medicare database found that two IV iron formulations have a much higher chance of provoking severe allergic attacks. The risk was highest for iron dextran and ferumoxytol, with rates three to eight times higher than ferric gluconate.
A new Brazilian database of whole-genome sequences brings diverse genetic information to international databases, shedding light on the genetics of aging and disease in Brazil's elderly population. The study identified over 2 million novel genetic variants, providing insights into the health and well-being of older adults.
A study found that living near high levels of transportation noise increases the risk of heart attack by 72%, with 5% of hospitalizations attributable to elevated noise levels. Noise exposure can cause chronic stress, sleep disturbances, and emotional distress, leading to cardiovascular health issues.
Researchers analyzed health records of nearly half a million patients post-heart attack and found that depression was associated with a nearly 50% higher stroke risk compared to those without depression. The study highlights the need for greater attention to mental health in research and practice.
Researchers found that women are less likely to undergo common heart procedures and more likely to die in the hospital after receiving them. The study analyzed data from over 2 million hospitalizations for heart procedures between 2016 and 2019, revealing significant disparities in treatment and outcomes based on sex and race.
The new database provides access to almost all observational data on water masers since 1989, enabling quick analysis and prediction of maser locations. With its technological solutions, researchers can now study the early stages of star formation more efficiently.
A Tel Aviv University study found that investors who switched to a social fund reduced their donations to charities, mainly in similar causes. However, most investors in the social fund had not previously donated, suggesting that social funds entice more people to fund social causes.
A recent study by La Jolla Institute for Immunology researchers has identified new subsets of CD4+ 'helper' T cells that are linked to autoimmune disease risk. The team used single-cell RNA sequencing to compare gene expression in over 1 million CD4+ T cells from 89 healthy donors, revealing sex-based differences in immune cell functio...
Researchers analyzed health records of nearly 80,000 patients to identify new risk factors for Alzheimer's disease, including depression, anxiety, and hearing loss. The study found that these conditions were associated with an increased risk of developing Alzheimer's up to 15 years before the onset of symptoms.
Researchers at University of Missouri found a long-term association between adolescent psychological well-being and adult cardiovascular disease risk. People who are more optimistic in their youth can lower their chances for heart disease as adults.
The 'Prize Papers' Project has made available online court documents related to the capture of approximately 1,500 ships between 1793 and 1815. Researchers can access digital copies of case books, trial records, and other materials, providing unique discoveries on global maritime history.
A national study found that states with higher labor underutilization, non-Hispanic white populations, and opioid prescriptions had higher SIM rates. States with centralized medicolegal death investigation systems detected more SIM cases due to toxicologic testing.
A cloud-based repository called CellRepo has been launched to track and organize digital data from engineered microorganisms. The database uses cell barcodes to monitor and track organisms, enabling faster tracing of lab origins and design details.
A study by Academic Analytics Research Center found a significant increase in journal article publications (64%) and decrease in book publications (34-54%) across 12 Social Sciences disciplines from 2010 to 2020. This shift may impact library acquisitions strategies and affect humanities-related fields.
Researchers propose a new neural network-based method to visualize chemical reactions in a 2D plane, grouping similar reactions together. The visualization helps chemists understand the global chemical reaction space and identify underused or unused reaction types.
A new Irish survey found that no trauma sites capture all fracture patients, with only 50% receiving osteoporosis medication within four months of a fracture. Implementing a national Fracture Liaison Service (FLS) would bring services in line with international standards and reduce hospital admissions.
A new dataset examines publication patterns across 170 academic disciplines to provide more nuanced comparisons. The data reveals significant variation in publishing activity and venue preferences among scholars.
A new study published in Mammalian Biology analyzed the life history data of 13 North Atlantic right whales using genetic samples and photo identification. The researchers found that four calves previously thought to be dead survived, revealing a significant variation in calf separation time from mothers and physical development.
Researchers from Singapore-MIT Alliance for Research and Technology (SMART) have discovered a way to perform 'general inverse design' with high accuracy. This breakthrough enables the creation of materials with specific characteristics and properties, paving the way for revolutionizing materials science and industrial applications.
Researchers found that Botox-treated patients reported anxiety significantly less often than those undergoing different treatments for similar conditions. The data used was from the FDA's Adverse Effect Reporting System and showed a 22-72% lower risk of anxiety for four out of eight conditions and injection sites.
Researchers found that minimally invasive spinal fusion surgery (MIS) was associated with significantly greater odds of patient satisfaction 3 months post-operatively, but not at 12 months. MIS procedures were also linked to less disability and pain at both time points.
A new database has been launched to systematically record findings on perovskite semiconductors, featuring over 42,000 individual data sets and analysis tools for interactive exploration. The FAIR principles guide the preparation of the data, enabling easy searching with modern algorithms and artificial intelligence.
The Natural History Museum's digital collection has been downloaded over 28 billion times, contributing to advancements in food security, biodiversity conservation and medicine discovery. The museum's digitisation efforts are expected to have a tenfold return on investment, with benefits exceeding £2 billion over 30 years.
A global dataset of over 200,000 plant species shows that human activity is the biggest driver of homogenization of plant communities. Non-native invasive plants naturalized by humans are the strongest contributor to biotic homogenization.
A new machine learning-based algorithm can predict stable material compounds much faster than traditional methods, opening up new avenues for research and discovery. The researchers identified several thousand potential new compounds using the computer, offering a promising breakthrough in materials science.
The Helmholtz Munich researchers developed a neural network that outperforms previous machine learning algorithms for cell classification in terms of accuracy and generalizability. The database consists of over 170,000 single-cell images from more than 900 patients with various blood diseases.