Machine Learning News and Research

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Novel machine learning algorithm helps identify binding sites in drug targets

Scientists from the iMolecule group at Skoltech Center for Computational and Data-Intensive Science and Engineering (CDISE) developed BiteNet, a machine learning (ML) algorithm that helps find drug binding sites, i.e. potential drug targets, in proteins.

27 Oct 2020

Study shows potential avenues of COVID-19 vulnerability in patients with diabetic kidney disease

People with diabetes -- especially the 20 to 40 percent with diabetic kidney disease -- are among the most at risk for serious complications and death from COVID-19.

27 Oct 2020

Research shows how a combination of images can help detect food security threats

New research shows how a combination of imagery from mobile phones, drones and satellites can be used to clamp down on banana threats.

23 Oct 2020

New collaboration to develop machine learning methods for chemical discovery

The discovery and formulation of new drugs, antivirals, antibiotics and in general chemicals with tailored properties is a long and painstaking process.

21 Oct 2020

Innovative machine learning concepts can help develop new drugs

Tandem mass spectrometry is a powerful analytical tool used to characterize complex mixtures in drug discovery and other fields.

15 Oct 2020

Researchers unravel molecular factors that drive severity of COVID-19

While most COVID-19 cases are asymptomatic or mild, severe complications associated with acute respiratory distress have led to more than one million deaths worldwide in just several months.

14 Oct 2020

Dynamic map shows how immune cells fight microbes and remember future infections

Scientists have plotted the activity of an unlimited number of genes in the immune cells of mice over the course of an infection.

14 Oct 2020

UMD researchers use AI tools to predict how and when proteins form different shapes

By applying natural language processing tools to the movements of protein molecules, University of Maryland scientists created an abstract language that describes the multiple shapes a protein molecule can take and how and when it transitions from one shape to another.

12 Oct 2020

New machine learning algorithms to analyze reams of RNA-based 'toehold' sequences

DNA and RNA have been compared to "instruction manuals" containing the information needed for living "machines" to operate.

7 Oct 2020

Deep learning-based technique could boost drug development

When you take a medication, you want to know precisely what it does. Pharmaceutical companies go through extensive testing to ensure that you do.

6 Oct 2020

Research highlights the lack of data about lesser-known cannabis compounds

THC and CBD. Anyone who has used, sold, studied or even read much about marijuana likely recognizes these acronyms as active ingredients in the plant.

30 Sep 2020

Researchers analyze individual cells to build an atlas of the human heart

Scientists have created a cellular and molecular map of the healthy human heart, to understand how this vital organ functions, and to shed light on what goes wrong in cardiovascular disease.

25 Sep 2020

Scientists use cryo-EM method to extract molecular data

Scientists have made enormous strides in the field of structural biology, looking into the activities of nature at the smallest scale.

24 Sep 2020

Researchers develop new mathematical model to predict economic performance of crops

Researchers from Peter the Great St.Petersburg Polytechnic University (SPbPU) developed a new mathematical model to predict economic performance of crops.

21 Sep 2020

How Artificial Intelligence aids Gene Activation Discovery

Professor James Kadonaga speaks to AZoLifeSciences about his research into gene activation, and how artificial intelligence can help to aid its discovery.

From UC San Diego 18 Sep 2020

Researchers develop new tool to predict protein disorder

Nobel Prize winner Christian Boehmer Anfinsen had demonstrated clearly that a protein is capable of finding its way back to its “native” 3D structure.

11 Sep 2020

Study sheds light on the function of ribosome binding sites

Genome sequencing of plants, bacteria, and even human beings has turned out to be a standard process, but despite this fact, the genome continues to raise several unanswered questions.

28 Aug 2020

Machines match expert human assessment of stored red blood cell quality

Each year, nearly 120 million units* of donated blood flow from donor veins into storage bags at collection centres around the world.

25 Aug 2020

Each person's gut has a unique viral 'fingerprint'

Each person's gut virus composition is as unique as a fingerprint, according to the first study to assemble a comprehensive database of viral populations in the human digestive system.