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Making the role of AI in medicine explainable

Making the role of AI in medicine explainable
2021-03-09
Researchers at Charité - Universitätsmedizin Berlin and TU Berlin as well as the University of Oslo have developed a new tissue-section analysis system for diagnosing breast cancer based on artificial intelligence (AI). Two further developments make this system unique: For the first time, morphological, molecular and histological data are integrated in a single analysis. Secondly, the system provides a clarification of the AI decision process in the form of heatmaps. Pixel by pixel, these heatmaps show which visual information influenced the AI decision process and to what extent, thus enabling doctors to understand and assess the plausibility of the results of the AI analysis. This represents ...

Having an unhealthy heart could lead to a higher risk of being diagnosed with COVID-19

2021-03-09
People with unhealthy heart structures and poorer functioning hearts have a significantly higher risk of being diagnosed with COVID-19 infection, according to research by Queen Mary University of London, in collaboration with the Medical Research Council Lifecourse Epidemiology Unit (The University of Southampton). The researchers made use of the comprehensive and internationally unique UK Biobank database, which includes health and genetic information from over half a million participants from across the UK, including detailed magnetic resonance imaging (MRI) of their hearts as well as linkages to COVID-19 test results from Public Health England. The team investigated records from 310 Biobank participants to see whether pre-existing features of the heart ...

Ecosystem restoration is a pressing issue in fragmented rainforest

Ecosystem restoration is a pressing issue in fragmented rainforest
2021-03-09
In light of the United Nations (UN) declaration that 2021-2030 is the UN Decade on Ecosystem Restoration, a group of scientists voice concerns about restoration in heavily fragmented landscapes under a hotter and drier future scenario. Poor recovery of small fragments will end up costing management and wider society later down the line. Millions are invested in setting aside patches, but management is then weak and costly. Rainforests turn into oil palm plantations The past 40 years in Southeast Asia have seen about 50% of lowland rainforests converted to oil palm and other plantations, and much of the remaining forest heavily logged. Little is known about how fragmentation influences recovery and whether climate change will hamper restoration. "Here, we use repeat airborne ...

Scientists' discovery ends long-standing photosynthesis controversy

2021-03-09
Scientists have pinpointed the location of an essential enzyme in plant cells involved in photosynthesis, according to a study published today in eLife. The findings overturn conventional thinking about where the enzyme resides in plant cells and suggest a probable role in regulating energy processes as plants adapt from dark to light conditions. During photosynthesis, plants convert carbon into energy stores through 'electron transport', involving an enzyme called ferredoxin:NADP(H) oxidoreductase, or FNR. Plants can switch rapidly between two types of electron transport - linear electron flow (LEF) and cyclic electron ...

A cool chemical separation technology

2021-03-09
Gas and liquid separation processes in the chemical industry could be made more efficient and environmentally friendly by using substances known as intrinsically porous materials (IPMs). KAUST researchers review the prospects for IPMs in the journal Accounts of Chemical Research. Niveen Khashab and her team are currently heavily involved in IPM research. "We focus on making materials that will have an impact on the chemical and petrochemical industries in Saudi Arabia and the world," says Niveen Khashab, the corresponding author of the review. IPM materials can separate gases and liquids without using traditional ...

First the treats, then the tough stuff: A bacterial dinner plan for degrading algal blooms

First the treats, then the tough stuff: A bacterial dinner plan for degrading algal blooms
2021-03-09
The annually occurring algal spring blooms play an important role for our climate, as they remove large amounts of carbon dioxide from the atmosphere. However, they are an ephemeral phenomenon. Most of the carbon is released into the water once the algae die. There, bacteria are already waiting to finish them off and consume the algal remains. Previous studies have shown that in these blooms, different algae can come out on top each year. However, within the bacteria subsequently degrading the algae, the same specialised groups prevail year after year. Apparently not the algae themselves but rather their components ...

The COVID-19 pandemic has caused changes to people's wellbeing around the world

The COVID-19 pandemic has caused changes to peoples wellbeing around the world
2021-03-09
According to an international study published in Frontiers in Psychology, people around the world have reported changes in their physical activity levels, wellbeing, and eating habits during the first stages of the COVID-19 pandemic. A decrease in physical activity during the pandemic was associated with poorer perceived physical and mental health. Reduced exercise was also associated with perceptions of weight gain and decreased sleep. More than a thousand individuals from several countries with different containment measures participated in an online survey that explored changes in physical activity, eating, sleep, physical and mental health, and wellbeing during the first lockdown phases ...

COVID-19 testing in schools complex but doable, worth the effort -- RAND study

2021-03-09
A RAND Corporation report funded by The Rockefeller Foundation shows that COVID-19 testing can be effectively integrated into K-12 schools' pandemic response plans, helping families and staff feel more comfortable with in-person instruction. The report found that even for well-resourced districts and schools, launching a COVID-19 testing program was a major undertaking that required access to rapid-turnaround tests, additional staffing or strong partners for logistical support, technical assistance for the design and execution of testing programs, and a strategy for successfully engaging the school community to participate ...

Safe, simple additive could cut agrochemical pollution

2021-03-09
Adding a simple polymer to fertilizers or pesticides could dramatically reduce agricultural pollution, suggests a new study by researchers at the University of British Columbia. When agrochemicals are sprayed onto crops, a large amount typically ends up in the surrounding environment due to droplets splashing, rebounding or rolling off the target plants. This amount could be cut at least in half by mixing fertilizers and pesticides with a small quantity of polyethylene oxide, a common polymer additive that improves the ability of agrochemical solutions to stick to plant surfaces, ...

Eastern Oregon forest restoration efforts hampered by diameter limits on tree cutting

Eastern Oregon forest restoration efforts hampered by diameter limits on tree cutting
2021-03-09
CORVALLIS, Ore. - A quarter-century-old harvesting restriction intended to last one year has served as an obstacle to returning eastern Oregon national forests to the healthier, more fire-resilient conditions they embodied in the late 1800s, research by the Oregon State University College of Forestry shows. The findings, published in Ecosphere, are both important and timely because the U.S. Forest Service recently revised what has widely become known as the "21-inch rule" - a prohibition against cutting trees greater than 21 inches in diameter at breast height on Forest Service land in eastern Oregon. "Under the old policy, live trees more than 21 inches in diameter ...

Direct observation of coherence energy scale of Hund's metal

Direct observation of coherence energy scale of Hunds metal
2021-03-09
Strongly correlated systems are materials that exhibit strong interactions between electrons, a property unseen in ordinary conductors or insulators. Typical examples include metal-insulator transitions or unconventional high-temperature superconductivity where the resistance becomes zero at high temperatures. There have been studies to explain this strong interaction between electrons and their characteristic energy scales, but no direct observation on such energy scales through theory or experiments has been reported. To this, the POSTECH-IBS joint research team has succeeded in directly observing the evolution of coherence energy ...

Steroid abuse by men leads to long-lasting impaired testicular function

2021-03-09
WASHINGTON--Illegal use of anabolic steroids not only has dangerous side effects during use but also can harm of men's testicular function years after they stop abusing steroids, according to a study published in the Endocrine Society's Journal of Clinical Endocrinology & Metabolism. Anabolic steroids are synthetic forms of testosterone, and their abuse is prevalent among athletes worldwide. Some people use these steroids without a prescription to improve athletic performance or get a more muscular look. Known side effects of these drugs in men include breast growth, hair loss, shrunken testicles and lower testosterone levels. Also called hypogonadism, low testosterone can cause decreased sex drive, poor erections and a low sperm count. "It is still debated whether illicit ...

Citizen scientists help expose presence of invasive Asian bamboo longhorn beetle in Europe

Citizen scientists help expose presence of invasive Asian bamboo longhorn beetle in Europe
2021-03-09
A worryingly high number of Asian bamboo longhorn beetles (Chlorophorus annularis) turn out to have been emerging across Europe for about a century already, finds an international research team, headed by researchers from the Center of Natural History, University of Hamburg, Germany. Curiously, the recent records of the invasive, non-native to the Old Continent species are mostly sourced from citizen scientists and online platforms, which proves the power of involving the public in species monitoring. The study is published in the open-access, peer-reviewed ...

CBD reduces plaque, improves cognition in model of familial Alzheimer's

CBD reduces plaque, improves cognition in model of familial Alzheimers
2021-03-09
A two-week course of high doses of CBD helps restore the function of two proteins key to reducing the accumulation of beta-amyloid plaque, a hallmark of Alzheimer's disease, and improves cognition in an experimental model of early onset familial Alzheimer's, investigators report. The proteins TREM2 and IL-33 are important to the ability of the brain's immune cells to literally consume dead cells and other debris like the beta-amyloid plaque that piles up in patients' brains, and levels of both are decreased in Alzheimer's. The investigators report ...

An analysis of SARS-CoV-2 mutations in 1,000+ individuals from the UK

2021-03-09
An analysis of SARS-CoV-2 genome diversity in more than 1,000 people in the United Kingdom suggests that if viral mutations do arise, they can be transmitted in some cases but they rarely persist in subsequent transmissions. "Our observations indicate the within-host emergence of vaccine- and therapeutic-escape mutations is likely to be relatively rare," say the authors, "at least during early infection when viral loads are high." However, because mutations that can escape therapies like antibodies were identified, including in higher viral load samples, the authors encourage continued monitoring and vigilance, particularly as vaccines and therapeutics that put "pressure" on viruses to adapt are rolled out more widely. ...

Modeling study examines impacts of one versus two doses of a COVID-19 vaccine

2021-03-09
While receiving just one dose of a two-dose SARS-CoV-2 vaccine tends to decrease infections in the short-term if it produces a strong immune response, it may increase the potential for the virus to "escape" therapies in the longer-term if one-dose vaccinal immunity is weak, reports a new modeling study "[O]ur work emphasizes that the impact of vaccine dosing regimes are strongly dependent on the relative robustness of immunity conferred by a single dose," the authors write. As COVID-19 vaccines have been distributed internationally, several countries including the United Kingdom and Canada have chosen to delay the second dose to increase the number of individuals ...

Pediatric emergency visits, hospitalizations down sharply during pandemic: study

Pediatric emergency visits, hospitalizations down sharply during pandemic: study
2021-03-09
Amid the COVID-19 pandemic, children's hospitals across the United States have seen signification reductions in the number of children being treated for common pediatric illnesses like asthma and pneumonia, according to a new multicenter study led by Monroe Carell Jr. Children's Hospital at Vanderbilt. Researchers at Children's Hospital found that 42% fewer children were being seen and hospitalized at 44 children's hospital across the U.S. for both respiratory and non-respiratory illnesses, with the most significant reduction seen in children under age 12. Hospitals saw a decline in the number of children seen or hospitalized for respiratory illness by 62%, while there was 38% reduction for non-respiratory illnesses. The trend, ...

Engineers propose solar-powered lunar ark as 'modern global insurance policy'

Engineers propose solar-powered lunar ark as modern global insurance policy
2021-03-09
University of Arizona researcher Jekan Thanga is taking scientific inspiration from an unlikely source: the biblical tale of Noah's Ark. Rather than two of every animal, however, his solar-powered ark on the moon would store cryogenically frozen seed, spore, sperm and egg samples from 6.7 million Earth species. Thanga and a group of his undergraduate and graduate students outline the lunar ark concept, which they call a "modern global insurance policy," in a paper presented over the weekend during the IEEE Aerospace Conference. "Earth is naturally a volatile environment," said Thanga, a professor of aerospace and mechanical engineering in the UArizona College ...

Lower dose, less toxic radiopharmaceutical produces better outcomes

2021-03-09
Neuroendocrine tumours are cancers that begin in specialised cells called neuroendocrine cells. These cells have traits similar to those of nerve cells and hormone-producing cells. Neuroendocrine tumours, while rare, can occur anywhere in the body. Most affect the cardiothoracic region, eg lungs, appendix, small intestine, pancreas as well as the rectum. There are many types of neuroendocrine tumours: some grow slowly while others develop very rapidly. Neuroendocrine tumors are characterised by abundant production of somatostatin receptor 2, a naturally circulating hormone that is an important target for scientists studying new treatment approaches. Peptide Receptor Radionuclide Therapy (PRRT) is the most commonly used treatment for refractive ...

Study: Increase in taking HIV meds using Amazon Prime model

2021-03-09
Home delivery of HIV medicines in South Africa significantly increased viral suppression compared to those who received clinical care, according to a study by researchers at the University of Washington School of Medicine. The study, conducted with Amazon.com guidance during COVID-19 restrictions in South Africa, showed that among study participants, paying a fee for home delivery and monitoring of antiretroviral therapy (ART) was highly acceptable in the context of low income and high unemployment, and improved health outcomes as a result. The researching findings were ...

A new predictive model helps identify those at risk for severe COVID-19

2021-03-09
Researchers at the Buck Institute analyzed data from the COVID-19 Symptom Tracker app used by 3 million people in the United Kingdom, adding the use of immunosuppressant medication, use of a mobility aid, shortness of breath, fever, and fatigue to the list of symptoms and comorbidities that increase the risk for severe COVID-19. Results are published in the Journal of Medical Internet Research. "Even though there are established risk factors for severe COVID-19 there are no good predictors that enable healthcare providers, or even those who have tested positive, to assess who should seek advanced medical care," says Buck Institute ...

Study reveals process to explain how maternal stress triggers idiopathic preterm birth

Study reveals process to explain how maternal stress triggers idiopathic preterm birth
2021-03-09
TAMPA, Fla. (March 8, 2021) -- Preterm birth is a END ...

Bridge built between Kähler-Einstein and Chen-Ning Yang's Equations

2021-03-09
Recently, Prof. CHEN Gao from Institute of Geometry and Physics of the University of Science and Technology of China has made breakthrough in the field of complex differential geometry. Using mathematical invention, he buildt a new bridge between the relativity of Einstein and quantum mechanics. This work was published in Inventiones Mathematicae. In the field of complex differential geometry, there are two crucial physical equations: the Hermitian-Yang-Mills equation, which became the standard model of quantum mechanics, and the Kähler-Einstein equation, which is closely related to relativity. To stably solve these two equations ...

Can chips replace animal testing?

2021-03-09
A team of researchers led by Professor Yaakov Nahmias, director of the Grass Center for Bioengineering at the Hebrew University of Jerusalem and founder of Tissue Dynamic, introduced a new technological approach that has the potential to rapidly develop new drugs without the need for animal experiments. According to Professor Nahmias, "Drug development is a long and expensive endeavor that is defined by multiple failures. The main reason for this failure is that clinical experiments are ultimately based on minimal information gained from animal experiment which often fail to replicate the human response." The primary animals used in drug development ...

Microchips of the future: Suitable insulators are still missing

Microchips of the future: Suitable insulators are still missing
2021-03-09
For decades, there has been a trend in microelectronics towards ever smaller and more compact transistors. 2D materials such as graphene are seen as a beacon of hope here: they are the thinnest material layers that can possibly exist, consisting of only one or a few atomic layers. Nevertheless, they can conduct electrical currents - conventional silicon technology, on the other hand, no longer works properly if the layers become too thin. However, such materials are not used in a vacuum; they have to be combined with suitable insulators - in order to seal them off from unwanted environmental influences, and ...
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