Machine Learning News and Research

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Machine learning can help create proteins much more accurately, quickly than previously possible

Over the past two years, machine learning has revolutionized protein structure prediction. Now, three papers in Science describe a similar revolution in protein design.

15 Sep 2022

Understanding what happens when two gut microbiomes clash together

Fecal microbiota transplantation (FMT) – the transfer of lower intestinal fluids and microbes from one individual to another – is sometimes used to treat inflammatory gut diseases, including ulcerative colitis and bacterial infections.

15 Sep 2022

Tufts researchers use machine learning to identify new drug cocktails against tuberculosis

Imagine you have 20 new compounds that have shown some effectiveness in treating a disease like tuberculosis (TB), which affects 10 million people worldwide and kills 1.5 million each year.

14 Sep 2022

Three rapid-launch research initiatives seek to advance the development of brain health metrics

Center for BrainHealth is excited to announce three rapid-launch research initiatives seeking to advance the development of the first objective metrics of improved brain systems in response to interventions.

14 Sep 2022

NIH researchers identify specific network of proteins critical to restore hearing in zebrafish

National Institutes of Health researchers have discovered a specific network of proteins that is necessary to restore hearing in zebrafish through cell regeneration.

14 Sep 2022

Every step counts to lower cancer and cardiovascular disease risk

In a recent study published in JAMA Internal Medicine, researchers in Australia, Denmark, and the United States pursued evidence of an association between daily walking and its intensity with the risk of cancer and cardiovascular diseases (CVDs) in a cohort of 78,500 individuals aged 40 to 79 years in the United Kingdom (UK).

13 Sep 2022

Researchers use data from wearables to predict outcomes of depression treatment

Over the past several years, managing one's mental health has become more of a priority with an increased emphasis on self-care. Depression alone affects more than 300 million people worldwide annually.

13 Sep 2022

UC San Diego selected to lead components of the NIH Common Fund's Bridge2AI program

Researchers at University of California San Diego School of Medicine have been selected to lead components of the National Institutes of Health (NIH) Common Fund's Bridge to Artificial Intelligence (Bridge2AI) program.

13 Sep 2022

Final results of the PATHFINDER study by GRAIL on multi-cancer early detection tests announced

A new press release announced the results of their interventional PATHFINDER study on the early detection of cancer using multi-cancer early detection (MCED) blood tests.

13 Sep 2022

Researchers join forces to 'map' specific variations in more than 25 key cardiac disease genes

One in 100 people have genetic variations that can cause potentially life-threatening heart conditions, including high cholesterol (lipid disorders), heart muscle disease (cardiomyopathies), and abnormal heart rhythms (arrhythmias).

13 Sep 2022

Novel tests detect common cancer signals across over 50 types of cancer

Cancer doctors, care providers and payers need to get ready for a major shift in early cancer detection that will affect almost every stage of cancer diagnosis and treatment. New data supporting the accuracy of multi-cancer early detection (MCED) blood testing (1), presented at the ESMO Congress 2022, have major implications for future cancer care provision, said Fabrice André, ESMO 2022 Scientific Co-Chair.

12 Sep 2022

Climate change has increased the risk of bat-borne pathogen spillover

In a recent study posted to the bioRxiv* preprint server, researchers retrospectively assessed the association between climate change and disease spillover risks triggered by bat distribution changes based on historical climate and vampire-bat occurrence data for the previous century (1900-2020).

11 Sep 2022

Scientists observe how SARS-CoV-2 protein dismantles critical immunity pathway

Over the past two years, scientists have studied the SARS-CoV-2 virus in great detail, laying the foundation for developing COVID-19 vaccines and antiviral treatments.

9 Sep 2022

The use of AlphaFold2-enabled molecular docking simulations to predict protein-ligand interactions for antibiotic drug discovery

Researchers demonstrated that advances in modeling protein-ligand interactions using machine learning-based approaches are needed to exploit AlphaFold2 for antibiotic discovery better.

9 Sep 2022

Meteorological factors play a key role in the analyses of COVID-19 risk

COVID-19 transmission can be more accurately modeled by incorporating meteorological factors, with ultraviolet (UV) radiation as the main driver, according to a new study published this week in the open-access journal PLOS ONE by a team of scientists from the Qatar Environment & Energy Research Institute (QEERI), at Hamad Bin Khalifa University and Transvalor S.A., France.

8 Sep 2022

Wearable assistive robot can detect and prevent a fall before it happens

Researchers at Nanyang Technological University, Singapore (NTU Singapore) and Tan Tock Seng Hospital (TTSH) have developed a wearable assistive robot that can detect and prevent a fall before it happens, reducing the user's risk of sustaining injuries.

7 Sep 2022

New tool uses artificial intelligence to calculate harmful effects of medicines

Research led by the University of Exeter and Kent and Medway NHS and Social Care Partnership Trust, published in Age and Ageing, assessed a new tool designed to calculate which medicines are more likely to experience adverse anticholinergic effects on the body and brain.

7 Sep 2022

Advances in modeling molecular interactions needed to better harness AlphaFold for drug discovery

Over the past few decades, very few new antibiotics have been developed, largely because current methods for screening potential drugs are prohibitively expensive and time-consuming.

6 Sep 2022

Researchers develop new technique to keep drinking water safe at refugee settlements

Waterborne illness is one of the leading causes of infectious disease outbreaks in refugee and internally displaced persons (IDP) settlements, but a team led by York University has developed a new technique to keep drinking water safe using machine learning, and it could be a game changer.

6 Sep 2022

New method accurately analyzes genomics data in cancer archival biopsies

A new paper from University of Helsinki, published today on Nature Communications, suggests a method for accurately analyzing genomics data in cancer archival biopsies.

6 Sep 2022

Machine Learning News and Research

Machine learning can help create proteins much more accurately, quickly than previously possible

Understanding what happens when two gut microbiomes clash together

Tufts researchers use machine learning to identify new drug cocktails against tuberculosis

Three rapid-launch research initiatives seek to advance the development of brain health metrics

NIH researchers identify specific network of proteins critical to restore hearing in zebrafish

Every step counts to lower cancer and cardiovascular disease risk

Researchers use data from wearables to predict outcomes of depression treatment

UC San Diego selected to lead components of the NIH Common Fund's Bridge2AI program

Final results of the PATHFINDER study by GRAIL on multi-cancer early detection tests announced

Researchers join forces to 'map' specific variations in more than 25 key cardiac disease genes

Novel tests detect common cancer signals across over 50 types of cancer

Climate change has increased the risk of bat-borne pathogen spillover

Scientists observe how SARS-CoV-2 protein dismantles critical immunity pathway

The use of AlphaFold2-enabled molecular docking simulations to predict protein-ligand interactions for antibiotic drug discovery

Meteorological factors play a key role in the analyses of COVID-19 risk

Wearable assistive robot can detect and prevent a fall before it happens

New tool uses artificial intelligence to calculate harmful effects of medicines

Advances in modeling molecular interactions needed to better harness AlphaFold for drug discovery

Researchers develop new technique to keep drinking water safe at refugee settlements

New method accurately analyzes genomics data in cancer archival biopsies

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